{"id":"W4233624121","doi":"10.4000/rechercheformation.2041","title":"« Déprofessionnalisation »","year":2013,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007521666,0.0001351391,0.0001349825,0.00007906771,0.0005666697,0.00009000977,0.0001817311,0.0006632933,0.002232556],"category_scores_gemma":[0.002226508,0.0001416728,0.00008137825,0.0005319678,0.0004771602,0.00234933,0.00001804215,0.0005047048,0.002812657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006525558,"about_ca_system_score_gemma":0.0003119148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516257,"about_ca_topic_score_gemma":0.00006061896,"domain_scores_codex":[0.994957,0.003845761,0.0003939398,0.0001694424,0.000285224,0.0003486578],"domain_scores_gemma":[0.9971424,0.001904529,0.0002539243,0.0001500261,0.0004258067,0.0001232661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001736069,0.0001441389,0.001429441,0.0001216685,0.00002787381,4.629666e-8,0.2426823,0.00001557573,0.0003513009,0.419383,0.03654033,0.2993025],"study_design_scores_gemma":[0.0004067608,0.00007527524,0.02278616,0.0003345909,0.00006276691,0.000005855044,0.3896739,0.003561062,0.0003327492,0.2589892,0.3232827,0.0004889351],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4984098,0.003494314,0.015449,0.2661377,0.01168024,0.001216132,0.000009380963,0.0002208383,0.2033826],"genre_scores_gemma":[0.9141999,0.003643383,0.02329784,0.00126561,0.005033001,0.0002166624,0.0002038643,0.00002234648,0.05211737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4157901,"threshold_uncertainty_score":0.9986795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7828212565440795,"score_gpt":0.5743471649755878,"score_spread":0.2084740915684917,"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."}}