{"id":"W2898279310","doi":"10.7202/1052611ar","title":"Dualité des processus de socialisation professionnelle des enseignants formés hors Québec : entre imposition et appropriation","year":2018,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00960275,0.0003136162,0.0002699537,0.0001328264,0.001101952,0.0002079758,0.0004804396,0.0009497279,0.0004792284],"category_scores_gemma":[0.01202467,0.0003308392,0.0001931633,0.0004962714,0.002367544,0.0008984121,0.00007790342,0.0009109583,0.0001278788],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003911922,"about_ca_system_score_gemma":0.001789111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759926,"about_ca_topic_score_gemma":0.01548819,"domain_scores_codex":[0.9918581,0.00609731,0.0005961835,0.0004997986,0.000358802,0.0005897964],"domain_scores_gemma":[0.9911065,0.006719615,0.0005111553,0.0001707264,0.001282338,0.0002096309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006566325,0.0005126091,0.002678193,0.0003792665,0.0002455566,0.000003704541,0.8135948,0.00006749822,0.002918417,0.07480055,0.002309973,0.1024238],"study_design_scores_gemma":[0.001129238,0.0004708604,0.004796409,0.003266891,0.0004240875,0.0001954368,0.6203895,0.004397944,0.003462326,0.2430888,0.1174823,0.0008962792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591351,0.006856791,0.04149997,0.04274599,0.002879713,0.0007552073,0.0000643265,0.000177191,0.0458857],"genre_scores_gemma":[0.9090297,0.009044131,0.04762204,0.0009884316,0.005785023,0.0002126512,0.0001847843,0.00005886021,0.02707439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932053,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4469058440465647,"score_gpt":0.487044743702071,"score_spread":0.04013889965550621,"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."}}