{"id":"W2735937074","doi":"10.7202/1034248ar","title":"Gestion professionnelle et gestion technocratique des services sociaux","year":2015,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006059737,0.0001710043,0.0002929247,0.0000502252,0.0005908096,0.00005063384,0.001050172,0.0001887986,0.0003019426],"category_scores_gemma":[0.001219283,0.0001631185,0.00008902154,0.0005323239,0.0005506995,0.0006616642,0.0003395306,0.0005708375,0.00009741905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000981811,"about_ca_system_score_gemma":0.001467453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575552,"about_ca_topic_score_gemma":0.0142703,"domain_scores_codex":[0.9963368,0.001540712,0.0006077621,0.000126863,0.001145991,0.0002419254],"domain_scores_gemma":[0.997601,0.0003361547,0.0006149869,0.0001956535,0.001100098,0.0001521067],"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":[0.00001618317,0.0007432431,0.00677636,0.004025617,0.0000981049,0.000002141554,0.1245193,0.00003042725,0.00002109036,0.1503069,0.03328409,0.6801766],"study_design_scores_gemma":[0.0003912714,0.0001013087,0.1781004,0.05635227,0.00004402556,0.000006131863,0.05006734,0.00008158275,0.0002085548,0.05977775,0.6544259,0.0004434795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4023,0.1027441,0.001462572,0.4261016,0.004004265,0.0009260455,0.00003583396,0.00009748496,0.06232806],"genre_scores_gemma":[0.8531158,0.1131988,0.01011029,0.004038316,0.0001994068,0.00009687949,0.00008013986,0.0000179402,0.01914242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.679733,"threshold_uncertainty_score":0.9907987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212395724496024,"score_gpt":0.4146134797225668,"score_spread":0.2933739072729645,"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."}}