{"id":"W1995311142","doi":"10.4000/dse.278","title":"Modes d’articulation entre travail, recherche et formation. Entre meilleures pratiques et pratiques réflexives, peut-on orienter la formation vers le développement d’un métier ?","year":2013,"lang":"fr","type":"article","venue":"Les dossiers des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","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":["sts"],"category_scores_codex":[0.009048294,0.0003651589,0.0002576267,0.0002812006,0.002473178,0.000914035,0.0004434943,0.0005061975,0.0005597587],"category_scores_gemma":[0.001777234,0.0003542642,0.0001388543,0.0009613393,0.003499062,0.005957308,0.00004163364,0.0005269118,0.00008293158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552815,"about_ca_system_score_gemma":0.002819954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409667,"about_ca_topic_score_gemma":0.001751112,"domain_scores_codex":[0.9905373,0.006775355,0.0007176425,0.0005528215,0.0007162517,0.0007005949],"domain_scores_gemma":[0.9962167,0.002112708,0.0006268637,0.0002314836,0.00058048,0.0002317514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009003915,0.0003203932,0.00196304,0.00008957744,0.00003803082,2.079475e-7,0.563148,0.00146561,0.0004365086,0.4090494,0.007751368,0.01572887],"study_design_scores_gemma":[0.0005431323,0.0003326572,0.02966659,0.0003947665,0.00007591528,0.00001500802,0.8295364,0.01489108,0.002537151,0.1060322,0.01538082,0.0005943518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623709,0.001230999,0.0382755,0.1281603,0.001284364,0.001209697,0.00001945208,0.000180372,0.06726847],"genre_scores_gemma":[0.9328272,0.00257736,0.05919113,0.002140471,0.0004192705,0.0003223355,0.0001806776,0.00002445046,0.002317108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3030173,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5667243456310854,"score_gpt":0.5279211878888728,"score_spread":0.03880315774221266,"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."}}