{"id":"W7104286766","doi":"10.71781/5476","title":"Ajustement d’enseignantes et d’enseignants immigrants aux conventions professionnelles de l’École québécoise au cœur de l’accompagnement offert par des conseillères pédagogiques","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Context (archaeology); Citizenship; Naturalization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001253944,0.0006420145,0.0006045077,0.0003769614,0.02829633,0.000181614,0.0007868596,0.0004545065,0.0008166413],"category_scores_gemma":[0.0002951245,0.0007236107,0.0005311749,0.0005677611,0.001254313,0.0007823144,0.0002719899,0.000840605,0.00005179723],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01165037,"about_ca_system_score_gemma":0.02312823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7111923,"about_ca_topic_score_gemma":0.5070754,"domain_scores_codex":[0.9943764,0.001798787,0.0007973869,0.000752504,0.001156243,0.001118731],"domain_scores_gemma":[0.996493,0.00087838,0.0009968168,0.0003998691,0.0005828292,0.0006490861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007174286,0.001746487,0.1061404,0.000563592,0.0007590296,0.000537371,0.6680161,0.002328681,0.004289887,0.2093595,0.004047436,0.001494092],"study_design_scores_gemma":[0.0007937085,0.0002118824,0.175694,0.0008885138,0.0005961126,0.000198539,0.6840788,0.0004664356,0.001485138,0.002761787,0.1321081,0.0007170215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328141,0.02197868,0.00008158029,0.00787347,0.001854931,0.0009518709,0.0003076202,0.000132914,0.03400485],"genre_scores_gemma":[0.8926542,0.007360196,0.0006141596,0.001008529,0.0003175499,0.0002819847,0.0005241192,0.00004878399,0.09719051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2065977,"threshold_uncertainty_score":0.9995215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704672576375291,"score_gpt":0.2787022287265322,"score_spread":0.2516555029627793,"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."}}