prompt dict | response string | meta dict | fact_sources list | artifacts dict |
|---|---|---|---|---|
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Correlation necessarily implies causation in psychology r... | FALSE — Correlation does not establish causation. | {
"id": "WUA_PSY_25K_000601",
"domain": "master_scholars_academics",
"subdomain": "psy::methods",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Working memory refers to the ... | TRUE — Working memory refers to the limited-capacity system for temporary storage and manipulation of information. | {
"id": "WUA_PSY_25K_000602",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Classical conditioning involv... | TRUE — Classical conditioning involves learning associations between stimuli. | {
"id": "WUA_PSY_25K_000603",
"domain": "master_scholars_academics",
"subdomain": "psy::learning",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Reliability refers to whether a measure is accurate (unbi... | FALSE — Reliability is consistency; validity concerns accuracy/construct correctness. | {
"id": "WUA_PSY_25K_000604",
"domain": "master_scholars_academics",
"subdomain": "psy::measurement",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psycholo... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Confirmation bias is the tendency to seek or interpret in... | TRUE — Confirmation bias is the tendency to seek or interpret information that confirms prior beliefs. | {
"id": "WUA_PSY_25K_000605",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: A placebo is an inert treatme... | TRUE — A placebo is an inert treatment that can produce effects via expectation and context. | {
"id": "WUA_PSY_25K_000606",
"domain": "master_scholars_academics",
"subdomain": "psy::clinical",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Confirmation bias is the tendency to seek or interpret in... | TRUE — Confirmation bias is the tendency to seek or interpret information that confirms prior beliefs. | {
"id": "WUA_PSY_25K_000607",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Confirmation bias is the tend... | TRUE — Confirmation bias is the tendency to seek or interpret information that confirms prior beliefs. | {
"id": "WUA_PSY_25K_000608",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: A placebo is an inert treatment that can produce effects ... | TRUE — A placebo is an inert treatment that can produce effects via expectation and context. | {
"id": "WUA_PSY_25K_000609",
"domain": "master_scholars_academics",
"subdomain": "psy::clinical",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology"... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): A placebo is an inert treatment that can produce effects via expectati... | TRUE — A placebo is an inert treatment that can produce effects via expectation and context. | {
"id": "WUA_PSY_25K_000610",
"domain": "master_scholars_academics",
"subdomain": "psy::clinical",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Working memory refers to the limited-capacity system for ... | TRUE — Working memory refers to the limited-capacity system for temporary storage and manipulation of information. | {
"id": "WUA_PSY_25K_000611",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Reliability refers to whether... | FALSE — Reliability is consistency; validity concerns accuracy/construct correctness. | {
"id": "WUA_PSY_25K_000612",
"domain": "master_scholars_academics",
"subdomain": "psy::measurement",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Reliability refers to whether a measure is accurate (unbi... | FALSE — Reliability is consistency; validity concerns accuracy/construct correctness. | {
"id": "WUA_PSY_25K_000613",
"domain": "master_scholars_academics",
"subdomain": "psy::measurement",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Attachment theory studies emo... | TRUE — Attachment theory studies emotional bonds, especially between infants and caregivers. | {
"id": "WUA_PSY_25K_000614",
"domain": "master_scholars_academics",
"subdomain": "psy::development",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Correlation necessarily impli... | FALSE — Correlation does not establish causation. | {
"id": "WUA_PSY_25K_000615",
"domain": "master_scholars_academics",
"subdomain": "psy::methods",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Academic fact-check: TRUE/FALSE then corrected statement if needed: Attachment theory studies emo... | TRUE — Attachment theory studies emotional bonds, especially between infants and caregivers. | {
"id": "WUA_PSY_25K_000616",
"domain": "master_scholars_academics",
"subdomain": "psy::development",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psycholo... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Reliability refers to whether a measure is accurate (unbi... | FALSE — Reliability is consistency; validity concerns accuracy/construct correctness. | {
"id": "WUA_PSY_25K_000617",
"domain": "master_scholars_academics",
"subdomain": "psy::measurement",
"task": "fact_check",
"difficulty": "advanced",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psycholo... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Confirmation bias is the tendency to seek or interpret in... | TRUE — Confirmation bias is the tendency to seek or interpret information that confirms prior beliefs. | {
"id": "WUA_PSY_25K_000618",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "Verify TRUE/FALSE and correct if false: Confirmation bias is the tendency to seek or interpret in... | TRUE — Confirmation bias is the tendency to seek or interpret information that confirms prior beliefs. | {
"id": "WUA_PSY_25K_000619",
"domain": "master_scholars_academics",
"subdomain": "psy::cognition",
"task": "fact_check",
"difficulty": "core",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Classical conditioning involves learning associations between stimuli.... | TRUE — Classical conditioning involves learning associations between stimuli. | {
"id": "WUA_PSY_25K_000620",
"domain": "master_scholars_academics",
"subdomain": "psy::learning",
"task": "fact_check",
"difficulty": "seed",
"truth_mode": "verifiable_fact",
"wrapper": "verify_true_false",
"created_utc": "2026-01-04T05:12:40",
"license": "cc-by-4.0",
"tags": [
"psychology",
... | [
{
"source_title": "OpenStax Psychology 2e (CC BY 4.0)",
"source_url": "https://openstax.org/details/books/psychology-2e",
"evidence_type": "standard",
"accessed_at_utc": "2026-01-04T05:12:40"
},
{
"source_title": "APA Dictionary of Psychology (terminology)",
"source_url": "https://dictio... | {
"max_tokens_hint": 220,
"style_contract": "concise_formal"
} |
{
"messages": [
{
"role": "system",
"content": "You are WithinUsAI Master Scholars Psychology. Provide concise, factual answers. If uncertain, say so."
},
{
"role": "user",
"content": "True or False (academics): Classical conditioning involves learning associations between stimuli.... | TRUE — Classical conditioning involves learning associations between stimuli. | {
"id": "WUA_PSY_25K_000621",
"domain": "master_scholars_academics",
"subdomain": "psy::learning",
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