{"id":"W3042683657","doi":"10.7202/1069980ar","title":"« C’EST POUR EUX QUE JE TRAVAILLE » : ÉTUDE DE CAS SUR LE POUVOIR D’AGIR DES PROFESSIONNELS OEUVRANT AUPRÈS DE PERSONNES EN SITUATION D’ITINÉRANCE","year":2020,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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"],"consensus_categories":[],"category_scores_codex":[0.003409469,0.0003085971,0.0005775816,0.00005295425,0.002707901,0.00007885037,0.0004827947,0.0004467163,0.0008196435],"category_scores_gemma":[0.00359604,0.0003615235,0.0002882443,0.001323714,0.001088736,0.000303453,0.00002149633,0.000561929,0.0002757972],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428517,"about_ca_system_score_gemma":0.01062076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07238854,"about_ca_topic_score_gemma":0.231884,"domain_scores_codex":[0.9949543,0.002741395,0.0005329422,0.0004713976,0.0002713574,0.001028569],"domain_scores_gemma":[0.9972538,0.001005911,0.0002925129,0.0001343335,0.0003626151,0.0009508554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000496051,0.0001219444,0.01046551,0.002396353,0.0001208812,0.00002043805,0.7624176,0.000009689172,0.00005634376,0.08734617,0.06494034,0.07209977],"study_design_scores_gemma":[0.0005447851,0.00004459709,0.03757382,0.00614284,0.0003137656,0.0000108838,0.3890567,0.00005137657,0.000009105022,0.004546093,0.5608275,0.0008785457],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1412141,0.1900957,0.0002711656,0.6542735,0.001376005,0.001148988,0.00009824982,0.00008559872,0.0114367],"genre_scores_gemma":[0.9051757,0.06323256,0.002599468,0.01591862,0.009402446,0.0001828943,0.0000712371,0.00005679355,0.003360321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7639615,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202528307296777,"score_gpt":0.394756710343716,"score_spread":0.192228403046939,"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."}}