{"id":"W4385191203","doi":"10.7202/1102012ar","title":"L’insertion professionnelle des enseignants de deuxième carrière : un processus de professionnalisation par et au travail","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Professionalization; Socialization; Conceptualization; Sociology; Temporality; Pedagogy; Epistemology; Social science; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277636,0.0005882854,0.0003856959,0.001646173,0.01262174,0.01339411,0.001614175,0.0049889,0.01217239],"category_scores_gemma":[0.02621145,0.000892227,0.000673246,0.001154656,0.02138211,0.0137563,0.008093324,0.006356881,0.003457509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007042246,"about_ca_system_score_gemma":0.01660609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04261831,"about_ca_topic_score_gemma":0.02939672,"domain_scores_codex":[0.9904974,0.004265042,0.0002904146,0.001155122,0.002386402,0.001405427],"domain_scores_gemma":[0.9858759,0.006853764,0.00123311,0.001186253,0.002660396,0.002190562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008570596,0.00009118445,0.00691052,0.0000891922,0.000006141269,0.001627578,0.5958096,0.0001813522,0.003553669,0.3395095,0.003571644,0.04856395],"study_design_scores_gemma":[0.00002003274,0.0001701671,0.006398601,0.0004050791,0.0000118954,0.002594657,0.3354396,0.0009547389,0.003806823,0.02734029,0.6227385,0.000119664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5070428,0.003649143,0.1262626,0.03971618,0.001681361,0.0002934774,0.00006721467,0.00042386,0.3208632],"genre_scores_gemma":[0.8203453,0.0009882356,0.01889729,0.0007877999,0.0001737203,0.0001244979,0.00005381351,0.0002630462,0.1583664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04261831,"threshold_uncertainty_score":0.08474046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6049196781271434,"score_gpt":0.5097319710063681,"score_spread":0.09518770712077529,"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."}}