{"id":"W2141121783","doi":"10.3917/nrp.012.0185","title":"Identité professionnelle dans l'institution et affiliation sociale en milieu ouvert","year":2011,"lang":"fr","type":"article","venue":"Nouvelle revue de psychosociologie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":[0.005525844,0.0003282628,0.0003947178,0.0001104505,0.001360139,0.00003689222,0.0006406227,0.001213365,0.001238989],"category_scores_gemma":[0.001916819,0.0003689147,0.0002891243,0.0004799704,0.002081768,0.0005467764,0.00007571775,0.0007568506,0.0006014354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008721823,"about_ca_system_score_gemma":0.001474144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255491,"about_ca_topic_score_gemma":0.001350573,"domain_scores_codex":[0.9947357,0.002904394,0.0006092851,0.0006583931,0.0002768044,0.0008154621],"domain_scores_gemma":[0.9974333,0.001288929,0.0004324889,0.0003498116,0.0002873036,0.0002081714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002115076,0.0007259183,0.04430189,0.0001421834,0.0001250773,0.000004654616,0.5312161,0.00002149556,0.0002843519,0.4010736,0.01605256,0.006031003],"study_design_scores_gemma":[0.0007902619,0.0002161971,0.116239,0.000430347,0.0001738557,0.00001271351,0.7458472,0.000150381,0.0001608255,0.05638278,0.07880439,0.0007920885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7107527,0.004520484,0.007977162,0.05868115,0.02920979,0.001057489,0.00008044792,0.0003292849,0.1873915],"genre_scores_gemma":[0.9298395,0.01253153,0.0138756,0.001199079,0.006093514,0.0002091399,0.0001206466,0.00004368498,0.03608732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3446908,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2332189620291924,"score_gpt":0.4402121348665632,"score_spread":0.2069931728373708,"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."}}