{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004728719,0.0003015849,0.0004650282,0.00171992,0.001284364,0.005440867,0.001150091,0.001699439,0.007096727],"category_scores_gemma":[0.02990522,0.0003457408,0.0004857578,0.0009373767,0.01375386,0.008094009,0.005257871,0.002302968,0.0004376534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221312,"about_ca_system_score_gemma":0.001482976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563208,"about_ca_topic_score_gemma":0.0007584101,"domain_scores_codex":[0.9960678,0.001979551,0.0001955191,0.0006299398,0.0008618187,0.0002652871],"domain_scores_gemma":[0.9749708,0.01729657,0.003112757,0.002017578,0.001718233,0.0008840353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001185947,0.00008268739,0.00584532,0.0005654944,0.0001311032,0.000380493,0.03144533,0.002486158,0.002005433,0.9226128,0.002149366,0.03217707],"study_design_scores_gemma":[0.00002961292,0.00002884672,0.002268668,0.0001311897,0.00002738471,0.0001944367,0.003278688,0.003103964,0.0006537598,0.97997,0.01028465,0.00002881636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5342668,0.00858177,0.08445065,0.03045724,0.0001565702,0.0001667891,0.0002166541,0.0002897747,0.3414137],"genre_scores_gemma":[0.9945076,0.0005252479,0.003040014,0.0003186472,0.00002406751,0.00001857813,0.00003191376,0.00002227391,0.001511564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007096727,"threshold_uncertainty_score":0.02500814,"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."}}