{"id":"W2218150149","doi":"10.7202/1033739ar","title":"L’identité professionnelle de travailleurs sociaux en devenir : de la formation à la pratique","year":2015,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Sociology; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005572428,0.0002216198,0.0002695093,0.0000335086,0.001483416,0.0002703033,0.0006573437,0.0008853128,0.0001991688],"category_scores_gemma":[0.0005158019,0.000241383,0.0001539313,0.001082416,0.0005751983,0.001248689,0.0001354012,0.0006220322,0.0001951719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020213,"about_ca_system_score_gemma":0.005475121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05822017,"about_ca_topic_score_gemma":0.0684592,"domain_scores_codex":[0.9937047,0.004010445,0.0003353785,0.0002875482,0.0008227972,0.0008391375],"domain_scores_gemma":[0.9984269,0.0005010985,0.0003663732,0.0001044156,0.0002793494,0.0003218628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002274712,0.0001393402,0.002015398,0.00008593334,0.0000264812,0.00001911942,0.7129957,0.00002207395,0.0001015526,0.1814011,0.09230596,0.01086456],"study_design_scores_gemma":[0.0009045408,0.00005255493,0.02768181,0.0001435467,0.00008251512,0.00001444653,0.4943881,0.000631612,0.0001268317,0.1057319,0.3697335,0.0005085894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7199913,0.00123896,0.001046879,0.1574697,0.001906676,0.0004413874,0.0000412731,0.0001297053,0.117734],"genre_scores_gemma":[0.9717531,0.0007024502,0.001183442,0.003526737,0.003450023,0.0000613975,0.000009772743,0.00003406476,0.01927897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774276,"threshold_uncertainty_score":0.9998165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675574141653186,"score_gpt":0.3656332437360577,"score_spread":0.3188775023195258,"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."}}