{"id":"W4408154561","doi":"10.1016/j.hm.2025.02.002","title":"Book Review","year":2025,"lang":"es","type":"article","venue":"Historia Mathematica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001093668,0.0005506634,0.001318262,0.0003110536,0.0002365838,0.00009670527,0.000773255,0.0002072439,0.02006504],"category_scores_gemma":[0.001648669,0.000543163,0.000423808,0.001010202,0.0002315577,0.0002325691,0.0002307058,0.0003733178,0.08075488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703702,"about_ca_system_score_gemma":0.0004941172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005582266,"about_ca_topic_score_gemma":3.661134e-7,"domain_scores_codex":[0.9966254,0.0002689794,0.001208435,0.000649522,0.0006497307,0.0005979275],"domain_scores_gemma":[0.9966615,0.0003941325,0.0004962298,0.002005957,0.000258972,0.0001832104],"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":[0.00001257426,0.0002950409,0.000001465403,0.03884535,0.0001484229,0.0000148804,0.0001494319,5.253924e-8,0.0002312075,0.1620092,0.7980369,0.0002554005],"study_design_scores_gemma":[0.0003875245,0.00002847981,0.000007372166,0.05011601,0.001367779,0.00001121913,0.000007044755,0.00004623851,0.00009946372,0.004627672,0.9428855,0.0004157024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000002083431,0.6790221,0.0002368236,0.004982518,0.002113907,0.001048514,0.00004062148,0.0002986901,0.3122548],"genre_scores_gemma":[0.00009306672,0.2208085,0.003866264,0.03733567,0.000625425,0.0004860756,0.00003321504,0.000346422,0.7364054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4582135,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402486968908238,"score_gpt":0.2924743927004868,"score_spread":0.2784495230114044,"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."}}