{"id":"W2421558333","doi":"10.1016/j.toxlet.2009.08.003","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00160727,0.0008450348,0.0005849902,0.002814996,0.002219341,0.002444777,0.001220388,0.00111805,0.3838351],"category_scores_gemma":[0.01365904,0.0002405981,0.000602541,0.00132247,0.0004062839,0.001738228,0.001596197,0.003133675,0.2311548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515253,"about_ca_system_score_gemma":0.001924347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004820119,"about_ca_topic_score_gemma":0.006035656,"domain_scores_codex":[0.9993227,0.00009883037,0.00004668479,0.00009183479,0.0003812299,0.00005874461],"domain_scores_gemma":[0.991357,0.001359586,0.0002658768,0.000610258,0.005494135,0.0009131792],"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":[0.00001899655,0.00001329658,0.00005197102,0.00005541685,0.000001155213,0.00003248695,0.00001433221,0.0000243665,0.00006700147,0.000897198,0.9790893,0.01973448],"study_design_scores_gemma":[0.000004353407,0.00001101383,0.00030735,0.00008588455,0.000001926801,0.00004472644,0.00003337992,0.00002780854,0.0001212694,0.001338832,0.9980196,0.000003942612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001101535,0.01014354,0.00549721,0.05440225,0.5286568,0.0008498601,0.01078691,0.001527134,0.3870347],"genre_scores_gemma":[0.004631806,0.004776111,0.002209319,0.01366088,0.06056611,0.0003214736,0.006042549,0.0005914821,0.9072002],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3838351,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300551316218817,"score_gpt":0.2624205518236059,"score_spread":0.2494150386614177,"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."}}