{"id":"W4306764908","doi":"10.1017/epi.2022.35","title":"Curious to Know","year":2022,"lang":"en","type":"article","venue":"Episteme","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curiosity; Argument (complex analysis); Epistemology; Metacognition; Psychology; Need to know; Philosophy; Social psychology; Computer science; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003976247,0.0001141798,0.0001888202,0.00007488708,0.0007799468,0.00006086061,0.0002584495,0.00002051076,0.004193898],"category_scores_gemma":[0.00003434138,0.0001142107,0.000101474,0.00004557486,0.0001540525,0.0000625197,0.000169719,0.000277456,0.0007458958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006049413,"about_ca_system_score_gemma":0.00004622529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742756,"about_ca_topic_score_gemma":0.0006509374,"domain_scores_codex":[0.9989379,0.0001429005,0.0002068897,0.0002275264,0.0002288667,0.000255941],"domain_scores_gemma":[0.9994076,0.00008477256,0.00006377579,0.000296024,0.00006341993,0.0000843794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001272639,0.00007857026,0.00007029648,0.00002919161,0.00002323028,0.00001848356,0.03499499,0.00002589434,0.00007498681,0.8225959,0.1406916,0.001384136],"study_design_scores_gemma":[0.000134128,0.0001568414,0.00004662176,0.000005502034,0.00001273224,0.000005283583,0.003047659,0.000009301454,0.00002887804,0.0124108,0.9839845,0.0001576993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07901836,0.001385662,0.00008733632,0.02173174,0.00785874,0.000543599,0.0001953545,0.0003440208,0.8888352],"genre_scores_gemma":[0.7855012,0.000007430226,0.00008458912,0.005764808,0.001107219,0.0001179648,0.00002413069,0.00002955591,0.2073631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.843293,"threshold_uncertainty_score":0.9967164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914850377599462,"score_gpt":0.2682847627537974,"score_spread":0.2191362589778028,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}