{"id":"W4210643786","doi":"10.4000/amerika.13514","title":"Louisette Giroux, Aniasiurti - Récit d'une presque médecin,","year":2021,"lang":"fr","type":"article","venue":"Amerika","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001827739,0.0004661297,0.0009812524,0.00006508419,0.001039638,0.00003371194,0.0003502628,0.001680888,0.01709474],"category_scores_gemma":[0.00199398,0.0004756087,0.0003203738,0.00115499,0.0005097646,0.0002838907,0.000274837,0.0046321,0.005965305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004176918,"about_ca_system_score_gemma":0.004125352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007297176,"about_ca_topic_score_gemma":0.001219434,"domain_scores_codex":[0.9922294,0.003085927,0.001289224,0.0008811341,0.0006708418,0.001843494],"domain_scores_gemma":[0.9947958,0.001955258,0.0004058762,0.001275298,0.0005285248,0.001039222],"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":[0.00004366913,0.0005480395,0.006856611,0.001981691,0.0001865695,0.0007552984,0.05655134,0.000007761349,0.0008905103,0.005524607,0.7709847,0.1556692],"study_design_scores_gemma":[0.001676574,0.0002289752,0.03127884,0.001217973,0.000160822,0.00005304012,0.02764846,0.0001361017,0.000234413,0.00076793,0.9361609,0.0004359621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3980223,0.07516234,0.001462967,0.4118809,0.0137238,0.001523402,0.0003102989,0.0003055794,0.09760849],"genre_scores_gemma":[0.3260138,0.05715669,0.008396389,0.3177915,0.01261519,0.0002391422,0.0003726183,0.0003312902,0.2770834],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1794749,"threshold_uncertainty_score":0.9997696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377000072855409,"score_gpt":0.3822341467242417,"score_spread":0.3445341394387008,"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."}}