{"id":"W3200190222","doi":"10.7202/1079074ar","title":"Identification professionnelle ou suridentification à la profession?","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01346692,0.0003765519,0.0005320967,0.002978416,0.008090687,0.005327762,0.001391703,0.002539403,0.02214856],"category_scores_gemma":[0.04613733,0.0002851771,0.000405983,0.002967849,0.006328514,0.004845874,0.004630637,0.002605414,0.004154677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006836466,"about_ca_system_score_gemma":0.01983838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.153894,"about_ca_topic_score_gemma":0.1829682,"domain_scores_codex":[0.9838625,0.006166325,0.0006604681,0.001348702,0.004882954,0.003079156],"domain_scores_gemma":[0.960107,0.0114158,0.01051014,0.002117982,0.01021992,0.005629037],"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":[0.0002067037,0.000475539,0.3565483,0.0007412569,0.00005091312,0.001365062,0.3989664,0.0002377172,0.001032184,0.05303881,0.02204337,0.1652937],"study_design_scores_gemma":[0.00002634745,0.0001820064,0.2446863,0.001683377,0.00002538836,0.001022426,0.6315545,0.0007994327,0.0004631048,0.01039928,0.1090525,0.0001053931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899145,0.003304686,0.006073361,0.04094227,0.001334814,0.000222924,0.0003964421,0.00003961917,0.1577715],"genre_scores_gemma":[0.9694001,0.001644934,0.0014985,0.003858981,0.0002321698,0.0001328001,0.00020558,0.00001937964,0.02300762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153894,"threshold_uncertainty_score":0.3059965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449080311644217,"score_gpt":0.4610398153565142,"score_spread":0.3161317841920925,"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."}}