{"id":"W4401891407","doi":"10.7202/1112116ar","title":"Les voies institutionnelles d’intégration professionnelle : le cas de la reconnaissance des acquis et des compétences pour les enseignants formés à l’extérieur du Canada (RAC-EFE)","year":2024,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.004309153,0.0003908796,0.0003129733,0.0001399072,0.001305706,0.0006556474,0.0006801953,0.0005900045,0.000569082],"category_scores_gemma":[0.008794195,0.0003705434,0.0002032188,0.0004995519,0.001795176,0.0012687,0.0001407417,0.001488298,0.00005139234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124809,"about_ca_system_score_gemma":0.003756131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7419496,"about_ca_topic_score_gemma":0.7570938,"domain_scores_codex":[0.9934467,0.004499179,0.0006000249,0.0005070676,0.0003930453,0.0005539981],"domain_scores_gemma":[0.9819174,0.01674011,0.000309685,0.000183624,0.0006180385,0.0002310859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009276156,0.0005365015,0.005327062,0.001416487,0.000509583,0.0001734909,0.416304,0.003033385,0.001923372,0.4294211,0.053721,0.08754124],"study_design_scores_gemma":[0.0003084482,0.00007795888,0.004189167,0.005448154,0.0002010136,0.0008774615,0.2221218,0.008851839,0.001627449,0.08330423,0.672365,0.0006275409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.692562,0.08086317,0.01482137,0.09180678,0.002703696,0.0004363782,0.0001850636,0.0001514593,0.11647],"genre_scores_gemma":[0.882954,0.0579524,0.01541994,0.000603202,0.001482332,0.0001031982,0.00005450128,0.00004584313,0.04138456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6186439,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171810598400357,"score_gpt":0.4215516241376329,"score_spread":0.2043705642975972,"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."}}