{"id":"W4384702226","doi":"10.4000/developpementdurable.22521","title":"La fabrique de la protection","year":2023,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002512124,0.0002552204,0.0002773158,0.0001316874,0.001074095,0.0002910667,0.0002698225,0.0003777492,0.000387297],"category_scores_gemma":[0.0004121919,0.0002753748,0.0001496804,0.0009509917,0.001012339,0.0002986958,0.0001394796,0.0004547886,0.0003329712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251983,"about_ca_system_score_gemma":0.0004191883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03441658,"about_ca_topic_score_gemma":0.01590618,"domain_scores_codex":[0.9962535,0.001775566,0.0003149176,0.0003603038,0.0005106254,0.0007851175],"domain_scores_gemma":[0.9990464,0.0004556034,0.0001210548,0.0001495162,0.00006690835,0.0001605608],"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":[0.00001496968,0.0002310713,0.003810437,0.0002227073,0.0001968899,0.0001419038,0.09840941,0.0001091708,0.0004212633,0.1655943,0.6385838,0.09226407],"study_design_scores_gemma":[0.0003226355,0.00005680741,0.02173372,0.0002310358,0.00002826204,0.000004299298,0.00591158,0.0002126998,0.0002218793,0.03112766,0.9398372,0.0003121753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293275,0.009210766,0.001330125,0.3502106,0.005038561,0.001292043,0.00007159734,0.001150218,0.5023685],"genre_scores_gemma":[0.7458097,0.04442739,0.0007387162,0.000869607,0.001372244,0.0005256888,0.00002777266,0.00006676297,0.2061621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6164823,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014631094522998,"score_gpt":0.3197922748170172,"score_spread":0.2696459638717872,"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."}}