{"id":"W4414988954","doi":"10.1007/s10982-025-09544-5","title":"Book Review","year":2025,"lang":"en","type":"article","venue":"Law and Philosophy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"","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":[0.00008873324,0.00008418095,0.00015483,0.00002127897,0.00007429544,0.00001333333,0.00007418615,0.00002704981,0.0004095016],"category_scores_gemma":[0.000009283897,0.0000729921,0.00003931168,0.0001362678,0.00008165381,0.00008067948,0.00004323094,0.00007095216,0.001123459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008475284,"about_ca_system_score_gemma":0.00001011615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009665906,"about_ca_topic_score_gemma":0.00000147856,"domain_scores_codex":[0.9995317,0.00003332917,0.0001110813,0.0001528684,0.00007009049,0.0001008937],"domain_scores_gemma":[0.9996719,0.00002338708,0.00002280953,0.00021771,0.00002204909,0.00004209992],"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":[0.000004119716,0.00001060858,0.00001432341,0.0004565724,0.00001106566,0.000002019961,0.000002881894,2.128237e-8,0.00003205713,0.6222034,0.3771473,0.0001157434],"study_design_scores_gemma":[0.0001297854,0.0000098181,0.00001794419,0.0009862664,0.00003550564,0.00000171347,9.244759e-8,0.000001103865,0.0000854045,0.1822042,0.8164675,0.00006060001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00000838075,0.458635,0.000001678432,0.009020842,0.00004090599,0.000107029,0.00001234415,0.00005322335,0.5321206],"genre_scores_gemma":[0.04488241,0.04380754,0.00008946452,0.9017457,0.0002597002,0.00004692285,0.00002759887,0.00004063944,0.009100026],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8927249,"threshold_uncertainty_score":0.9996543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475497171375443,"score_gpt":0.2750881142463136,"score_spread":0.2603331425325591,"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."}}