{"id":"W2611719339","doi":"","title":"Un brin de folie","year":2017,"lang":"fr","type":"article","venue":"Continuité","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003656166,0.000225127,0.0005123437,0.00002838909,0.002624705,0.00006070406,0.0005675469,0.001479123,0.003442905],"category_scores_gemma":[0.003784814,0.0002253607,0.0001803044,0.0000539568,0.0003878546,0.0002100365,0.0002585202,0.002794633,0.002370751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590532,"about_ca_system_score_gemma":0.001683786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005300671,"about_ca_topic_score_gemma":0.001576198,"domain_scores_codex":[0.996379,0.001059803,0.0005904761,0.0003598623,0.0002430617,0.001367815],"domain_scores_gemma":[0.9967033,0.0008511866,0.0004628398,0.001077203,0.0001922406,0.0007132743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000177418,0.0001041828,0.06318506,0.0007408232,0.00005692931,0.0001260871,0.03624448,7.930328e-8,0.00008363287,0.01483876,0.2626725,0.6219297],"study_design_scores_gemma":[0.001504899,0.00007292952,0.2572346,0.0009056421,0.00006798973,0.000008248724,0.004159722,0.0001087627,0.00004679264,0.001936028,0.7337762,0.000178119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6137899,0.01106189,0.0007972934,0.1254774,0.007021501,0.0009178242,0.00005975848,0.0001052823,0.2407691],"genre_scores_gemma":[0.6856791,0.002457225,0.000943972,0.01826607,0.004722629,0.00003986066,0.000006076506,0.00004968729,0.2878353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6217516,"threshold_uncertainty_score":0.9998172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235515080376116,"score_gpt":0.4123293309592726,"score_spread":0.3599741801555114,"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."}}