{"id":"W4415981529","doi":"10.1017/epi.2025.10088","title":"Curiosity and Mental Search","year":2025,"lang":"en","type":"article","venue":"Episteme","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Curiosity; Argument (complex analysis); Interpretation (philosophy); Norm (philosophy); Metacognition","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002866103,0.00008612614,0.0001481441,0.00005096492,0.0003693305,0.00008417829,0.00009159697,0.00004113508,0.0002294249],"category_scores_gemma":[0.00001759948,0.0000769334,0.00004667676,0.00002157103,0.0005307981,0.00008799498,0.00007641252,0.000170644,0.00006417729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002126448,"about_ca_system_score_gemma":0.00003340636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003108517,"about_ca_topic_score_gemma":0.0007099303,"domain_scores_codex":[0.9993635,0.00007571963,0.0001360153,0.0001688219,0.00009294753,0.0001630105],"domain_scores_gemma":[0.999644,0.00008688985,0.00002361566,0.0001515797,0.00005594323,0.00003799633],"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":[0.000008958079,0.00003941076,0.002047885,0.000126038,0.00004053429,0.000002646747,0.01268126,1.119038e-7,0.00009854527,0.972343,0.01114136,0.001470283],"study_design_scores_gemma":[0.0003706045,0.00004956867,0.002119362,0.00005387191,0.00002364023,0.000001867846,0.003027973,0.00004275906,0.000387178,0.02935685,0.9644212,0.0001451629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.349499,0.00157623,0.00005357967,0.00959162,0.00184693,0.0002393888,0.00003986297,0.00009805675,0.6370553],"genre_scores_gemma":[0.9092125,0.00006164218,0.00004240358,0.001136933,0.0002520225,0.000006289305,0.00001008881,0.000006451275,0.0892717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532798,"threshold_uncertainty_score":0.3137253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496375096589411,"score_gpt":0.2948370538143552,"score_spread":0.2451995441554141,"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."}}