{"id":"W3156396786","doi":"10.53967/cje-rce.v44i1.4509","title":"The Differentiated Parent Support Model: Enhancing the Involvement of Parents Who Do Not Speak the School Language","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Autonomy; Psychology; Home language; Comprehension; Developmental psychology; Population; Pedagogy; Sociology; Political science; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.002618366,0.0001545486,0.0001915991,0.0001773058,0.001247107,0.0003157926,0.0008307719,0.00008060059,0.0003097709],"category_scores_gemma":[0.002293252,0.000110243,0.0001335995,0.0006191601,0.0002655703,0.0002795349,0.00002102378,0.0003299984,0.000008538118],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004258784,"about_ca_system_score_gemma":0.02350643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1016803,"about_ca_topic_score_gemma":0.9349732,"domain_scores_codex":[0.997591,0.0005600762,0.0007541705,0.0001956111,0.0002804067,0.0006187854],"domain_scores_gemma":[0.9962645,0.0002771269,0.0008172113,0.0005331335,0.001273195,0.0008348886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001894867,0.0003280255,0.0401418,0.00009590251,0.0002174064,0.000007187581,0.8555649,0.0008249424,0.003172944,0.03291639,0.05629433,0.01041725],"study_design_scores_gemma":[0.0002218562,0.00005501783,0.07660927,0.0004090026,0.0002037948,0.00003481347,0.8556188,0.0002204375,0.004000104,0.004462023,0.05788887,0.0002760476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741668,0.001173676,0.0001171044,0.01737092,0.005270144,0.0003468661,0.00002979208,0.000004766878,0.001519966],"genre_scores_gemma":[0.9940835,0.0003584808,0.00006383289,0.0009984892,0.0007707665,0.0000549781,0.00007571552,0.00001911988,0.003575125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.833293,"threshold_uncertainty_score":0.9995637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06215016380329746,"score_gpt":0.3242235880103805,"score_spread":0.2620734242070831,"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."}}