{"id":"W7009593814","doi":"","title":"Étude comparative des compétences enseignantes visant le soutien des élèves issus de l’immigration à leur réussite éducative dans un contexte de diversité au Québec et au Luxembourg","year":2024,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Industrial property; Publics","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":[0.0002985164,0.0006848125,0.0005888395,0.0001672822,0.01121742,0.0001130948,0.0004402447,0.0004564054,0.00001492119],"category_scores_gemma":[0.00007835463,0.0006821995,0.0004673679,0.0002431143,0.001652545,0.00007766294,0.0003308592,0.0004187563,0.00002991207],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005598809,"about_ca_system_score_gemma":0.007563286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6779013,"about_ca_topic_score_gemma":0.72962,"domain_scores_codex":[0.9971738,0.0004265872,0.0004346927,0.0008538987,0.0003520992,0.0007588541],"domain_scores_gemma":[0.9983359,0.0001385222,0.0004014685,0.0002857988,0.0004729404,0.0003653771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000874498,0.0004051841,0.1934572,0.0003013677,0.001869027,0.0005680251,0.6197089,0.002095256,0.1743348,0.004873339,0.0002100594,0.001302346],"study_design_scores_gemma":[0.0008130858,0.0004289724,0.4480173,0.0006766193,0.0008098702,0.000533432,0.4573828,0.0009058382,0.08707093,0.0004199375,0.002173723,0.0007674224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390006,0.05015269,0.002910599,0.0004006471,0.0005488751,0.0003634707,0.0002463681,0.00005214021,0.006324601],"genre_scores_gemma":[0.9856074,0.002320808,0.001011879,0.00008746266,0.0002463314,0.00003667187,0.0007017277,0.00003813086,0.009949558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2545601,"threshold_uncertainty_score":0.9995629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009718078303240965,"score_gpt":0.2107975350626369,"score_spread":0.2010794567593959,"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."}}