{"id":"W4233348336","doi":"10.18192/aporia.v10i1.2771","title":"","year":2018,"lang":"fr","type":"article","venue":"Aporia","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01311534,0.0006203047,0.001164241,0.0001165297,0.004631026,0.00002912538,0.0006610458,0.005043459,0.005957614],"category_scores_gemma":[0.005868883,0.0005975148,0.0003173989,0.001289811,0.002050544,0.0007160777,0.0003560426,0.007930991,0.005908858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007910869,"about_ca_system_score_gemma":0.00571611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02097333,"about_ca_topic_score_gemma":0.006464821,"domain_scores_codex":[0.9849203,0.00699773,0.002260046,0.001113822,0.000935248,0.003772898],"domain_scores_gemma":[0.9890857,0.004854441,0.0007284432,0.001614898,0.001440148,0.00227637],"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":[0.0001479993,0.0003493866,0.03240099,0.001623922,0.000123855,0.0000727666,0.3606597,1.547555e-7,0.0001931971,0.0555726,0.5014014,0.04745399],"study_design_scores_gemma":[0.003820489,0.00172866,0.08233891,0.001813886,0.0001653583,0.00001900244,0.09672517,0.0002086856,0.00006786685,0.007297417,0.8053309,0.0004836615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650745,0.005885349,0.001006464,0.2525841,0.0563338,0.00176996,0.00005449115,0.0002331924,0.01705815],"genre_scores_gemma":[0.7485198,0.002874163,0.004549892,0.1450448,0.06045767,0.0001171088,0.00003609991,0.0001123492,0.03828806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3039295,"threshold_uncertainty_score":0.9999205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07465467070203465,"score_gpt":0.4601958417694202,"score_spread":0.3855411710673856,"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."}}