{"id":"W4231883225","doi":"10.26522/vp.v15i2.2068","title":"Editorial","year":2018,"lang":"fr","type":"editorial","venue":"Voix Plurielles","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008507925,0.001092021,0.001440897,0.0003121464,0.002831762,0.0001882607,0.001103288,0.01137152,0.01214115],"category_scores_gemma":[0.022872,0.001010758,0.000436124,0.0005267091,0.0005635268,0.0005896662,0.0005874005,0.008551002,0.03857982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007743372,"about_ca_system_score_gemma":0.009454497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169917,"about_ca_topic_score_gemma":0.005114926,"domain_scores_codex":[0.9822614,0.009015427,0.002553724,0.001480119,0.002466383,0.002223],"domain_scores_gemma":[0.9666433,0.02584522,0.002223606,0.001569204,0.00259553,0.001123117],"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":[0.0004268955,0.0001333695,0.00007176032,0.002732249,0.0002174763,0.00002307636,0.01692428,5.269428e-7,0.000008620297,0.00272331,0.9740137,0.00272472],"study_design_scores_gemma":[0.001320151,0.000721573,0.00001402805,0.002928614,0.0002134538,0.000002848568,0.002934725,0.00001531611,0.000006112957,0.0008126133,0.9900899,0.0009406913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001786429,0.002770008,0.00005456155,0.03664743,0.9309246,0.00182705,0.002409187,0.0002637658,0.02492477],"genre_scores_gemma":[0.00008339639,0.002455154,0.000507593,0.000287379,0.8304815,0.0002029046,0.00047725,0.0002261,0.1652787],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.140354,"threshold_uncertainty_score":0.9992343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828187660970928,"score_gpt":0.4163652915271244,"score_spread":0.3680834149174151,"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."}}