{"id":"W4240970725","doi":"10.32920/ryerson.14646291","title":"The Effect of the Parenting Circles Program on Home Language Retention and Parental Engagement: The Case of a Spanish-Speaking Parent Group in Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Empowerment; Latin Americans; Psychology; Immigration; Literacy; Developmental psychology; Home language; Family literacy; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008867224,0.0002822175,0.0003059311,0.0003390567,0.007072707,0.001455055,0.0009430773,0.0006162605,0.002402827],"category_scores_gemma":[0.002834446,0.0002103627,0.000393763,0.0005909545,0.001507952,0.0004592201,0.001400535,0.001085824,0.0001858476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01405801,"about_ca_system_score_gemma":0.01574508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.824585,"about_ca_topic_score_gemma":0.9240816,"domain_scores_codex":[0.9989442,0.0003730957,0.00002291197,0.0000707195,0.000108239,0.000480839],"domain_scores_gemma":[0.9976748,0.0003292014,0.0001834565,0.00008570255,0.0003140647,0.001412688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001492743,0.005593114,0.3651144,0.0002090492,0.0001420214,0.01436391,0.5059643,0.0005033703,0.003807458,0.001541987,0.005631046,0.09563655],"study_design_scores_gemma":[0.0002400017,0.00230953,0.4758923,0.0001232604,0.000126407,0.0005737045,0.5114236,0.000523905,0.001014758,0.0001601579,0.007562417,0.00004982708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982474,0.00005450286,0.00001531186,0.0003925868,0.000007250198,0.00001776279,0.00001620146,0.000002022497,0.001246976],"genre_scores_gemma":[0.9981133,0.0001529456,0.00007239003,0.00008783253,0.000004060475,0.00002083239,0.00002963292,0.000002966033,0.001516143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175415,"threshold_uncertainty_score":0.352896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851075244142411,"score_gpt":0.3661285153291782,"score_spread":0.3276177628877541,"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."}}