{"id":"W2609095385","doi":"10.7202/1039343ar","title":"Des agents locaux aux prises avec une catégorie floue d’action publique. Enquête sur la « santé publique » dans une commune populaire de la banlieue parisienne","year":2017,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01098366,0.0008356803,0.00133461,0.0002535697,0.008009298,0.001274271,0.001292563,0.003147574,0.0003580709],"category_scores_gemma":[0.008221629,0.0008848909,0.0004061247,0.0004764505,0.002113522,0.004347228,0.0006848119,0.004388915,0.00009130648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877152,"about_ca_system_score_gemma":0.007301098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7853165,"about_ca_topic_score_gemma":0.3305094,"domain_scores_codex":[0.9686213,0.02556412,0.001792851,0.0008557353,0.0007078137,0.002458257],"domain_scores_gemma":[0.9891595,0.004660711,0.00234165,0.001431073,0.001276449,0.001130681],"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":[0.0002003905,0.0008023638,0.08805382,0.003366842,0.0003193477,0.0002472595,0.324506,0.000002593286,0.00005464812,0.4677182,0.07347728,0.04125125],"study_design_scores_gemma":[0.000897427,0.0001936259,0.3800514,0.001334628,0.0001273857,0.00007685472,0.0623478,0.00006898381,0.00007147072,0.05754498,0.4966336,0.0006518544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6276988,0.002976278,0.000682021,0.1345395,0.003482951,0.001872837,0.0007727653,0.0005210532,0.2274538],"genre_scores_gemma":[0.9686688,0.009536527,0.0008446318,0.004120088,0.003988949,0.0004200167,0.0002615715,0.0002233466,0.01193604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4548072,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184465593966485,"score_gpt":0.5022141550163104,"score_spread":0.3837675956196619,"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."}}