{"id":"W4232525283","doi":"10.18192/aporia.v7i2.2813","title":"","year":2015,"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":"Political science; 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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02198438,0.000613261,0.001295108,0.0001099945,0.001531093,0.00002955322,0.0006130618,0.004894861,0.0006712503],"category_scores_gemma":[0.01203308,0.0005902284,0.000288657,0.001135761,0.0006208254,0.0008768044,0.0003534676,0.009501089,0.002639089],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001559666,"about_ca_system_score_gemma":0.01406984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03210863,"about_ca_topic_score_gemma":0.002908098,"domain_scores_codex":[0.9827346,0.009336289,0.002272899,0.0009554684,0.001350287,0.003350464],"domain_scores_gemma":[0.986949,0.004190095,0.0007110943,0.001417887,0.001413124,0.005318856],"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":[0.000130111,0.000342802,0.03761297,0.001141275,0.00008056852,0.0001629695,0.3526954,0.000006626214,0.00001565142,0.03636998,0.5531017,0.01833999],"study_design_scores_gemma":[0.006588729,0.000853089,0.01899541,0.001075607,0.0001449859,0.00002458236,0.2523151,0.0002618188,0.000007689195,0.01122579,0.7080811,0.0004261831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5973564,0.02016889,0.0007037465,0.3150976,0.05048115,0.001851825,0.00005162872,0.0002361849,0.01405252],"genre_scores_gemma":[0.7746909,0.003332575,0.006162351,0.1357959,0.02693759,0.0002137414,0.00009306299,0.0001495959,0.05262424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1793017,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621811501102656,"score_gpt":0.4723717193891379,"score_spread":0.3101905692788722,"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."}}