{"id":"W4394014665","doi":"10.1522/rhe.v8i2.1544","title":"Soutenir la collaboration avec les familles d’élèves issus de l’immigration : analyse de récits de pratique au préscolaire et au primaire en contextes scolaires québécois","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004018127,0.0003750901,0.0003552833,0.0002630212,0.0009397774,0.001033134,0.0003360602,0.0004444848,0.0000752213],"category_scores_gemma":[0.003228572,0.0004313766,0.0001970271,0.00114939,0.0003816131,0.001880102,0.00004335587,0.0006247729,0.00006598157],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00759956,"about_ca_system_score_gemma":0.03209486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2340686,"about_ca_topic_score_gemma":0.5436506,"domain_scores_codex":[0.9945409,0.003129959,0.0006480925,0.0005420106,0.000370138,0.0007689556],"domain_scores_gemma":[0.9955292,0.002898498,0.0004626872,0.0003019086,0.000472409,0.000335283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000364724,0.0002832063,0.03379478,0.0008903375,0.0001876979,0.0000245082,0.7545543,0.001068091,0.002065354,0.1725397,0.01306916,0.02148642],"study_design_scores_gemma":[0.0002197832,0.0001578571,0.199528,0.001976138,0.0006476259,0.0002386773,0.4227559,0.01223793,0.001990084,0.009057138,0.3504623,0.0007286245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312698,0.009404063,0.001661001,0.1516154,0.001548234,0.0006280998,0.00009424982,0.0001470128,0.003632086],"genre_scores_gemma":[0.9720711,0.007032558,0.002123302,0.001176891,0.002943423,0.0003052325,0.0001777475,0.00006532259,0.0141044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3373931,"threshold_uncertainty_score":0.9998138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951899618053111,"score_gpt":0.3582319115990846,"score_spread":0.3287129154185535,"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."}}