{"id":"W1978058308","doi":"10.3917/vst.107.0107","title":"Charles. Un travailleur social de quartier à Montréal","year":2010,"lang":"fr","type":"article","venue":"VST - Vie sociale et traitements","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002380476,0.0004521594,0.0005504215,0.00006349202,0.002421591,0.0002876361,0.0009086533,0.0007778343,0.00392245],"category_scores_gemma":[0.0002321489,0.0005117131,0.000503292,0.001136175,0.002015046,0.000952478,0.0001108555,0.001012758,0.0005434843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408557,"about_ca_system_score_gemma":0.001393433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06716421,"about_ca_topic_score_gemma":0.1606831,"domain_scores_codex":[0.9948187,0.0006069436,0.0006842092,0.0007130356,0.001473825,0.001703235],"domain_scores_gemma":[0.998416,0.000144035,0.000547278,0.000216662,0.0001773746,0.0004986305],"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":[0.00002909483,0.0008498293,0.008582195,0.00004564175,0.00017429,0.00002893449,0.1283804,0.000002716219,0.001332857,0.1584139,0.07745875,0.6247013],"study_design_scores_gemma":[0.001068583,0.00008492258,0.0754619,0.00003503971,0.0001081637,0.000002118126,0.01460711,0.00004399777,0.0000886936,0.01016871,0.8976819,0.0006488828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792599,0.004536419,0.000179466,0.07035043,0.009920478,0.0007095435,0.0003788188,0.0001601623,0.1211657],"genre_scores_gemma":[0.9549156,0.001982189,0.0006358526,0.003360601,0.005433605,0.0000807225,0.00001752055,0.00006487351,0.03350899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8202232,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543316696032671,"score_gpt":0.3072782776190766,"score_spread":0.2818451106587498,"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."}}