{"id":"W4409951102","doi":"10.1353/hms.2025.a958186","title":"Fourth Hume Studies Essay Prize Winner","year":2025,"lang":"en","type":"article","venue":"Hume studies","topic":"Hume's philosophy and hair distribution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Epistemology; Cognitive science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002375913,0.001008283,0.001111163,0.001814223,0.004179993,0.008907674,0.001403155,0.008510868,0.1285045],"category_scores_gemma":[0.005058703,0.0003026951,0.0009213177,0.0009351688,0.001082537,0.002427874,0.005170578,0.004118074,0.05735314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217434,"about_ca_system_score_gemma":0.003053248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247517,"about_ca_topic_score_gemma":0.01211783,"domain_scores_codex":[0.9982476,0.0001930411,0.00005633185,0.0002336051,0.0007836317,0.0004858678],"domain_scores_gemma":[0.9966428,0.0002319457,0.00008389067,0.0001541221,0.000950455,0.001936816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004975819,0.00004183028,0.0001272156,0.00003413991,0.000007269228,0.00006261362,0.00002270801,0.00004270579,0.00006861203,0.004185966,0.9860518,0.009305367],"study_design_scores_gemma":[0.00004519615,0.00005507806,0.001436312,0.0001093506,0.00001198537,0.00007523024,0.000287406,0.0001953398,0.0002093625,0.006771808,0.9907862,0.00001672692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.007142263,0.01162931,0.001036595,0.2802502,0.3657256,0.0001571257,0.001632852,0.0003341244,0.332092],"genre_scores_gemma":[0.01587556,0.001482444,0.0002784466,0.007884222,0.01895002,0.00006653087,0.0004527286,0.0001196714,0.9548904],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1285045,"threshold_uncertainty_score":0.4298903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111226956157706,"score_gpt":0.4405845195586084,"score_spread":0.3293575634009024,"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."}}