{"id":"W2621844726","doi":"10.1016/j.hm.2012.03.005","title":"Book Review","year":2012,"lang":"es","type":"article","venue":"Historia Mathematica","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00123494,0.0002055805,0.0006418957,0.00002716702,0.0001008912,0.00001170043,0.000233662,0.0001510767,0.06765632],"category_scores_gemma":[0.001687332,0.0001106371,0.0001736718,0.0002138743,0.0002847165,0.0001157049,0.0000770625,0.0002201513,0.007813387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352381,"about_ca_system_score_gemma":0.00006219391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003381976,"about_ca_topic_score_gemma":3.014508e-8,"domain_scores_codex":[0.997991,0.0000992314,0.0005028063,0.0002249205,0.000605867,0.0005761224],"domain_scores_gemma":[0.9984414,0.000262965,0.0001732611,0.0003555124,0.00004565913,0.0007212025],"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":[0.000006110753,0.0004006079,0.0001939215,0.00557461,0.00002000324,0.000004774187,0.000101397,4.467613e-10,0.000191498,0.01457353,0.9767764,0.002157135],"study_design_scores_gemma":[0.0001664625,0.0001467339,0.0004582119,0.006331386,0.0002852816,0.00003069001,0.00001066203,0.000004387971,0.00003147559,0.0004802706,0.991893,0.0001614311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001205681,0.8796812,0.00007792826,0.01564948,0.002281671,0.0004600677,0.000003742569,0.00006311553,0.1016622],"genre_scores_gemma":[0.01670192,0.5554028,0.0035799,0.1898506,0.01257446,0.0001773351,0.00002933599,0.00005146772,0.2216322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3242784,"threshold_uncertainty_score":0.9929591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04821891408506585,"score_gpt":0.3108935871370655,"score_spread":0.2626746730519997,"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."}}