source large_stringclasses 8
values | source_dataset large_stringclasses 8
values | instruction large_stringlengths 48 337 | response large_stringlengths 51 593 | category large_stringclasses 1
value | quality_score float64 50.5 55.9 | messages large listlengths 2 2 |
|---|---|---|---|---|---|---|
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: The water cycle includes evaporation, condensation, precipitation, and runoff.'}]... | TRUE — The water cycle includes evaporation, condensation, precipitation, and runoff. | applied | 50.85 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: The water cycle includes evaporation, c... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "Verify TRUE/FALSE and correct if false: Earth's lithosphere is divided into tectonic plates that move relative to each other."}]} | TRUE — Earth's lithosphere is divided into tectonic plates that move relative to each other. | applied | 50.92 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"Verify TRUE/FALSE and correct if false: Earth's lithosphere is divided into tectonic plates that move rela... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: Greenhouse gases absorb and re-emit infrared radiation, contributing to the greenhouse effect.'}]} | TRUE — Greenhouse gases absorb and re-emit infrared radiation, contributing to the greenhouse effect. | applied | 51.01 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: Greenhouse gases absorb and re-emit infrared radiation, contributin... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: The stratosphere is the lowest atmospheric layer where most weather occurs.'}]} | FALSE — Most weather occurs in the troposphere; the stratosphere is above it. | applied | 50.77 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: The stratosphere is the lowest atmospheric layer where most weather... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): The water cycle includes evaporation, condensation, precipitation, and runoff.'}]} | TRUE — The water cycle includes evaporation, condensation, precipitation, and runoff. | applied | 50.85 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): The water cycle includes evaporation, condensation, precipitation, and runoff.'}... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: The stratosphere is the lowest atmospheric layer where most weather occurs.'}]} | FALSE — Most weather occurs in the troposphere; the stratosphere is above it. | applied | 50.77 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: The stratosphere is the lowest atmosphe... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: The water cycle includes evaporation, condensation, precipitation, and runoff.'}]} | TRUE — The water cycle includes evaporation, condensation, precipitation, and runoff. | applied | 50.85 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Verify TRUE/FALSE and correct if false: The water cycle includes evaporation, condensation, precipitation, ... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "True or False (academics): Earth's lithosphere is divided into tectonic plates that move relative to each other."}]} | TRUE — Earth's lithosphere is divided into tectonic plates that move relative to each other. | applied | 50.92 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"True or False (academics): Earth's lithosphere is divided into tectonic plates that move relative to each ... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "Verify TRUE/FALSE and correct if false: The troposphere is the lowest layer of Earth's atmosphere where most weather occurs."}]} | TRUE — The troposphere is the lowest layer of Earth's atmosphere where most weather occurs. | applied | 50.91 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"Verify TRUE/FALSE and correct if false: The troposphere is the lowest layer of Earth's atmosphere where mo... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "Academic fact-check: TRUE/FALSE then corrected statement if needed: The troposphere is the lowest layer of Earth's atmosphere where most weather occu... | TRUE — The troposphere is the lowest layer of Earth's atmosphere where most weather occurs. | applied | 50.91 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"Academic fact-check: TRUE/FALSE then corrected statement if needed: The troposphere is the lowest layer of... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "Academic fact-check: TRUE/FALSE then corrected statement if needed: Earth's lithosphere is divided into tectonic plates that move relative to each ot... | TRUE — Earth's lithosphere is divided into tectonic plates that move relative to each other. | applied | 50.92 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"Academic fact-check: TRUE/FALSE then corrected statement if needed: Earth's lithosphere is divided into te... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': "True or False (academics): The troposphere is the lowest layer of Earth's atmosphere where most weather occurs."}]} | TRUE — The troposphere is the lowest layer of Earth's atmosphere where most weather occurs. | applied | 50.91 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': \"True or False (academics): The troposphere is the lowest layer of Earth's atmosphere where most weather oc... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): Greenhouse gases absorb and re-emit infrared radiation, contributing to the greenhouse effect.'}]} | TRUE — Greenhouse gases absorb and re-emit infrared radiation, contributing to the greenhouse effect. | applied | 51.01 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): Greenhouse gases absorb and re-emit infrared radiation, contributing to the gree... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): The stratosphere is the lowest atmospheric layer where most weather occurs.'}]} | FALSE — Most weather occurs in the troposphere; the stratosphere is above it. | applied | 50.77 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'True or False (academics): The stratosphere is the lowest atmospheric layer where most weather occurs.'}]}"... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: Greenhouse gases absorb and re-emit infrared radiation, contributing to the green... | TRUE — Greenhouse gases absorb and re-emit infrared radiation, contributing to the greenhouse effect. | applied | 51.01 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide concise, factual answers.'}, {'role': 'user', 'content': 'Academic fact-check: TRUE/FALSE then corrected statement if needed: Greenhouse gases absorb and re-emit inf... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it constrains correct interpretation under assumptions. | applied | 51.62 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it constrains correct interpretation under assumptions. | applied | 51.46 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]}"
},
{
"role":... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it constrains correct interpretation under assumptions. | applied | 51.62 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Example: used in applied analysis and research reporting. | applied | 51.35 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]}"
},
{
"role":... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]} | Land area draining to a common outlet. Example: used in applied analysis and research reporting. | applied | 50.96 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it supports unit-aware quantitative modeling. | applied | 51.36 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]} | Land area draining to a common outlet. Example: used in applied analysis and research reporting. | applied | 50.96 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]} | Land area draining to a common outlet. Implication: it supports unit-aware quantitative modeling. | applied | 50.97 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it supports unit-aware quantitative modeling. | applied | 51.36 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Feedback (climate) concisely and include one example application.'}]}"
},
{
"role":... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it supports unit-aware quantitative modeling. | applied | 51.23 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]}"
},
{
"role": ... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]} | Land area draining to a common outlet. Implication: it constrains correct interpretation under assumptions. | applied | 51.07 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Watershed in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it constrains correct interpretation under assumptions. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Example: used in applied analysis and research reporting. | applied | 51.42 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]} | Change in energy balance (W/m²) that can drive climate response. Example: used in applied analysis and research reporting. | applied | 51.22 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]}"
},
{
"role": ... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it supports unit-aware quantitative modeling. | applied | 51.34 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]}"
},
{
"role": "assist... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Example: used in applied analysis and research reporting. | applied | 51.35 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it supports unit-aware quantitative modeling. | applied | 51.34 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]} | Land area draining to a common outlet. Implication: it supports unit-aware quantitative modeling. | applied | 50.97 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it constrains correct interpretation under assumptions. | applied | 51.62 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]}"
},
{
"role": "assist... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]} | Land area draining to a common outlet. Implication: it constrains correct interpretation under assumptions. | applied | 51.07 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Watershed? Provide a precise definition and one implication.'}]}"
},
{
"role": "ass... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it supports unit-aware quantitative modeling. | applied | 51.52 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]}"
},
{
"role": "assist... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Example: used in applied analysis and research reporting. | applied | 51.51 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it constrains correct interpretation under assumptions. | applied | 51.53 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]}"
},
{
"... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it constrains correct interpretation under assumptions. | applied | 51.46 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it constrains correct interpretation under assumptions. | applied | 51.53 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it constrains correct interpretation under assumptions. | applied | 51.53 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it constrains correct interpretation under assumptions. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Radiative forcing concisely and include one example application.'}]}"
},
{
"role": ... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Example: used in applied analysis and research reporting. | applied | 51.42 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]}"
},
{
"... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]} | Land area draining to a common outlet. Implication: it constrains correct interpretation under assumptions. | applied | 51.07 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]}"
},
{
"role": "assista... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Example: used in applied analysis and research reporting. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]} | Change in energy balance (W/m²) that can drive climate response. Example: used in applied analysis and research reporting. | applied | 51.22 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]} | Change in energy balance (W/m²) that can drive climate response. Example: used in applied analysis and research reporting. | applied | 51.22 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it constrains correct interpretation under assumptions. | applied | 51.44 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Lapse rate? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it constrains correct interpretation under assumptions. | applied | 51.46 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Example: used in applied analysis and research reporting. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]}"
},
{
"role": "assist... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it supports unit-aware quantitative modeling. | applied | 51.52 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it supports unit-aware quantitative modeling. | applied | 51.43 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Thermohaline circulation? Provide a precise definition and one implication.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]} | Land area draining to a common outlet. Implication: it supports unit-aware quantitative modeling. | applied | 50.97 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]}"
},
{
"role": "assista... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it supports unit-aware quantitative modeling. | applied | 51.34 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it constrains correct interpretation under assumptions. | applied | 51.44 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Implication: it supports unit-aware quantitative modeling. | applied | 51.36 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Feedback (climate)? Provide a precise definition and one implication.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Example: used in applied analysis and research reporting. | applied | 51.51 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Subduction in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Example: used in applied analysis and research reporting. | applied | 51.42 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it supports unit-aware quantitative modeling. | applied | 51.23 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it supports unit-aware quantitative modeling. | applied | 51.43 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Thermohaline circulation in 1–2 sentences for an advanced academic audience.'}]}"
},
{
... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]} | Process that amplifies or dampens an initial perturbation (e.g., ice–albedo). Example: used in applied analysis and research reporting. | applied | 51.35 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Feedback (climate) in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"ro... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Implication: it supports unit-aware quantitative modeling. | applied | 51.52 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Subduction? Provide a precise definition and one implication.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Implication: it constrains correct interpretation under assumptions. | applied | 51.44 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Lapse rate concisely and include one example application.'}]}"
},
{
"role": "assist... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]} | Large-scale circulation driven by density differences from temperature and salinity. Implication: it supports unit-aware quantitative modeling. | applied | 51.43 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Thermohaline circulation concisely and include one example application.'}]}"
},
{
"... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]} | Land area draining to a common outlet. Example: used in applied analysis and research reporting. | applied | 50.96 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Watershed concisely and include one example application.'}]}"
},
{
"role": "assista... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]} | Rate of temperature decrease with height; environmental/adiabatic variants. Example: used in applied analysis and research reporting. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Lapse rate in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"role": "as... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it supports unit-aware quantitative modeling. | applied | 51.23 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'What is Radiative forcing? Provide a precise definition and one implication.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]} | Change in energy balance (W/m²) that can drive climate response. Implication: it constrains correct interpretation under assumptions. | applied | 51.33 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Define Radiative forcing in 1–2 sentences for an advanced academic audience.'}]}"
},
{
"rol... |
earth_climate_25k | WithinUsAI/Earth_Climate_25k | {'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]} | Process where one plate sinks beneath another into the mantle, driving hazards and volcanism. Example: used in applied analysis and research reporting. | applied | 51.51 | [
{
"role": "user",
"content": "{'messages': [{'role': 'system', 'content': 'You are WithinUsAI Master Scholars Earth & Climate Science. Provide precise definitions; avoid fluff.'}, {'role': 'user', 'content': 'Explain Subduction concisely and include one example application.'}]}"
},
{
"role": "assist... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation. | Approx u≈1.961e-06. (Neutral baseline would be 1/(2Ne)≈5.000e-05; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈1.961e-06. ... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=0.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.810, f(Aa)=0.180, f(aa)=0.010. w̄≈0.9999. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=0.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.8 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.040, f(Aa)=0.320, f(aa)=0.640. w̄≈0.9520. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.8 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation. | Approx u≈9.990e-09. (Neutral baseline would be 1/(2Ne)≈5.000e-06; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈9.990e-09... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation. | Approx u≈1.961e-07. (Neutral baseline would be 1/(2Ne)≈5.000e-06; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈1.961e-07.... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.02, dominance h=0.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.640, f(Aa)=0.320, f(aa)=0.040. w̄≈0.9992. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.02, dominance h=0.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.5. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.490, f(Aa)=0.420, f(aa)=0.090. w̄≈0.9850. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.5. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.810, f(Aa)=0.180, f(aa)=0.010. w̄≈0.9810. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=1.0. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.010, f(Aa)=0.180, f(aa)=0.810. w̄≈0.9901. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=1.0. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.640, f(Aa)=0.320, f(aa)=0.040. w̄≈0.9640. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.640, f(Aa)=0.320, f(aa)=0.040. w̄≈0.9960. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.0. With allele frequency q=0.2 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.6 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.160, f(Aa)=0.480, f(aa)=0.360. w̄≈0.9400. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.6 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation. | Approx u≈4.758e-06. (Neutral baseline would be 1/(2Ne)≈5.000e-05; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈4.758e-06. ... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation. | Approx u≈9.990e-08. (Neutral baseline would be 1/(2Ne)≈5.000e-05; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈9.990e-08.... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation. | Approx u≈4.758e-05. (Neutral baseline would be 1/(2Ne)≈5.000e-04; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈4.758e-05. (... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation. | Approx u≈4.758e-07. (Neutral baseline would be 1/(2Ne)≈5.000e-06; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.05 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈4.758e-07.... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.02, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.810, f(Aa)=0.180, f(aa)=0.010. w̄≈0.9962. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.02, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=0.5. With allele frequency q=0.6 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.160, f(Aa)=0.480, f(aa)=0.360. w̄≈0.9940. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.01, dominance h=0.5. With allele frequency q=0.6 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.010, f(Aa)=0.180, f(aa)=0.810. w̄≈0.9100. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation. | Approx u≈9.901e-08. (Neutral baseline would be 1/(2Ne)≈5.000e-06; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=100000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈9.901e-08.... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.090, f(Aa)=0.420, f(aa)=0.490. w̄≈0.9545. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation. | Approx u≈1.961e-05. (Neutral baseline would be 1/(2Ne)≈5.000e-04; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.02 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈1.961e-05. (... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.810, f(Aa)=0.180, f(aa)=0.010. w̄≈0.9905. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.1 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation. | Approx u≈1.018e-06. (Neutral baseline would be 1/(2Ne)≈5.000e-04; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.001 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈1.018e-06. ... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation. | Approx u≈9.901e-06. (Neutral baseline would be 1/(2Ne)≈5.000e-04; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=1000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈9.901e-06. (... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.490, f(Aa)=0.420, f(aa)=0.090. w̄≈0.9700. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=0.5. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.5. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.090, f(Aa)=0.420, f(aa)=0.490. w̄≈0.9650. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.5. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.490, f(Aa)=0.420, f(aa)=0.090. w̄≈0.9490. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.1, dominance h=1.0. With allele frequency q=0.3 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(A... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.0. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.090, f(Aa)=0.420, f(aa)=0.490. w̄≈0.9755. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=0.0. With allele frequency q=0.7 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
evolution_25k | WithinUsAI/Evolution_25k | Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation. | Approx u≈9.901e-07. (Neutral baseline would be 1/(2Ne)≈5.000e-05; selection increases u when Nes≫1.) | applied | 51 | [
{
"role": "user",
"content": "Fixation probability: approximate fixation probability of a beneficial allele with selection coefficient s=0.01 in diploid effective size Ne=10000 (starting as a single copy), using diffusion approximation."
},
{
"role": "assistant",
"content": "Approx u≈9.901e-07. ... |
evolution_25k | WithinUsAI/Evolution_25k | Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW. | At HW: f(AA)=0.010, f(Aa)=0.180, f(aa)=0.810. w̄≈0.9505. Selection removes a on average (q decreases) unless balanced by mutation/migration or if heterozygote advantage (not the case here). | applied | 51.89 | [
{
"role": "user",
"content": "Viability selection (1 locus, 2 alleles): deleterious allele a has s=0.05, dominance h=1.0. With allele frequency q=0.9 for a (so p=1−q for A), derive qualitative direction of change and compute mean fitness w̄ at HW."
},
{
"role": "assistant",
"content": "At HW: f(... |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.