{"id":"W4394628482","doi":"10.1353/hms.2024.a924226","title":"Third Hume Studies Essay Prize Winner","year":2024,"lang":"en","type":"article","venue":"Hume studies","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008476651,0.0001669307,0.0003571732,0.00006758174,0.0008423881,0.0001125553,0.0001893362,0.00007345687,0.0001445404],"category_scores_gemma":[0.001041899,0.0001300081,0.0001255,0.0002025956,0.001317073,0.0003093568,0.0002119877,0.000176762,0.0006812608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210377,"about_ca_system_score_gemma":0.0001627969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761214,"about_ca_topic_score_gemma":0.0006775059,"domain_scores_codex":[0.9985066,0.0001267777,0.0002485173,0.0003368882,0.0002278843,0.0005533425],"domain_scores_gemma":[0.9988651,0.0007247585,0.00003023608,0.0001505819,0.0001254657,0.0001038469],"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":[0.000003520264,0.00002291583,0.0001660278,0.0001238557,0.0005866569,0.00003269908,0.06311107,9.85855e-7,0.00001025317,0.8594785,0.07214457,0.004318899],"study_design_scores_gemma":[0.00008367595,0.00003098935,0.0002850152,0.0001129717,0.00006777496,5.72454e-7,0.03644996,0.00000369917,0.00002746213,0.1283824,0.8343604,0.0001949924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03634113,0.1342015,0.00004801331,0.04982195,0.005747468,0.0004768609,0.00002254248,0.0009641603,0.7723764],"genre_scores_gemma":[0.9135192,0.007261403,0.0001495399,0.001209872,0.001412381,0.00008747673,9.266885e-7,0.00001533878,0.07634387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8771781,"threshold_uncertainty_score":0.8756457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294683852200434,"score_gpt":0.4368127939129074,"score_spread":0.3073444086928641,"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."}}