{"id":"W4220886749","doi":"10.3917/riges.471.0058","title":"La grande préparation","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006002393,0.0001063777,0.0001606323,0.00008168199,0.001686031,0.00002063133,0.00008482289,0.0003122086,0.007362322],"category_scores_gemma":[0.0006337144,0.0001199241,0.00004415376,0.0002617572,0.00003272314,0.0002889424,0.00008646661,0.001861859,0.000967657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000402633,"about_ca_system_score_gemma":0.000505122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003430723,"about_ca_topic_score_gemma":0.0004959756,"domain_scores_codex":[0.9837961,0.01486757,0.0004379403,0.0002237037,0.0003233527,0.0003513818],"domain_scores_gemma":[0.9975626,0.001688044,0.0003252783,0.0002065183,0.00008610085,0.0001313906],"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":[0.0002258087,0.0002541054,0.007923109,0.001480456,0.0000330751,0.00005734633,0.04258933,0.0007825238,0.0001467377,0.1423697,0.2230775,0.5810603],"study_design_scores_gemma":[0.0003811027,0.0001868715,0.02559295,0.0001670461,0.00002516328,0.00005808147,0.004172241,0.000741427,0.00000186512,0.0009620487,0.9675999,0.0001113456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.206035,0.01511221,0.00183486,0.6833892,0.02554321,0.002088871,0.0002214293,0.0002104475,0.0655648],"genre_scores_gemma":[0.9171785,0.0004214047,0.0002513069,0.0009487221,0.0009200804,0.0002955578,0.000080843,0.00002163344,0.07988203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7445224,"threshold_uncertainty_score":0.9998102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468222343669328,"score_gpt":0.4844069828119656,"score_spread":0.3375847484450328,"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."}}