{"id":"W3174238908","doi":"10.4000/books.pup.32435","title":"Les 9e RIRL","year":2019,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Provence eBooks","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001508593,0.0008729669,0.001077101,0.0003648796,0.001677159,0.00009273043,0.001125483,0.002240633,0.005538387],"category_scores_gemma":[0.0004924217,0.0009273282,0.0003761655,0.00005013373,0.000563641,0.0005797338,0.0008486168,0.003622613,0.002909807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522113,"about_ca_system_score_gemma":0.003282994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009925226,"about_ca_topic_score_gemma":0.001816425,"domain_scores_codex":[0.9939162,0.001794843,0.001019454,0.001122296,0.0006699824,0.001477215],"domain_scores_gemma":[0.99206,0.003771807,0.001597848,0.001214469,0.0006657153,0.0006901355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002660628,0.00003382823,0.002394096,0.006376076,0.0003114711,0.0002765867,0.00359239,0.00001998723,0.000216296,0.7483841,0.003611001,0.2345181],"study_design_scores_gemma":[0.0006572449,0.0003841399,0.0005744823,0.006265049,0.0003583309,0.00004106566,0.002709315,0.0001658717,0.00006755421,0.01156471,0.9763261,0.0008861474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001679317,0.005419539,0.0008149658,0.011164,0.002662396,0.003190715,0.0003812186,0.0002620619,0.9744258],"genre_scores_gemma":[0.5301256,0.001041475,0.0009593143,0.0004861377,0.0007886148,0.00002333691,0.0000392482,0.0001499521,0.4663863],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9727151,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014790159506505,"score_gpt":0.3773477726408961,"score_spread":0.2758687566902457,"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."}}