{"id":"W2732792605","doi":"10.4000/osp.5475","title":"Reconversion et développement du pouvoir d’agir par l’apprentissage de systèmes d’action en groupe de réinsertion sociale et professionnelle","year":2017,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Sociology; 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","sts"],"consensus_categories":[],"category_scores_codex":[0.01312618,0.0004664715,0.0004739974,0.0001921107,0.007180594,0.0003866337,0.0007015413,0.0008708704,0.0007874721],"category_scores_gemma":[0.0025429,0.0005000216,0.0002499721,0.0003794259,0.0009088921,0.002869959,0.0002736723,0.0009693367,0.000200521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357854,"about_ca_system_score_gemma":0.002871847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502563,"about_ca_topic_score_gemma":0.001808973,"domain_scores_codex":[0.9888803,0.007600488,0.0008923797,0.0008755993,0.0008166646,0.0009345686],"domain_scores_gemma":[0.9953126,0.001711269,0.001442468,0.0005643045,0.0005954382,0.0003738727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001409902,0.001386776,0.2013528,0.0007752159,0.0001698494,0.000008943617,0.5894761,0.00008962959,0.001957511,0.1483823,0.04605455,0.01020529],"study_design_scores_gemma":[0.001894137,0.0001589829,0.3831488,0.00211057,0.0001501741,0.00001006463,0.5665361,0.0006764116,0.0008293614,0.03196023,0.0118483,0.0006768566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7160438,0.0004270828,0.008438433,0.2476153,0.01864005,0.001419781,0.00002608112,0.0001893117,0.007200147],"genre_scores_gemma":[0.9664046,0.003764352,0.006168914,0.001835367,0.002616804,0.0005161676,0.0003064297,0.00007446992,0.01831297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2503607,"threshold_uncertainty_score":0.9997451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641088295803915,"score_gpt":0.4709863248988299,"score_spread":0.3068774953184383,"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."}}