{"id":"W4321096496","doi":"10.1080/09575146.2023.2179961","title":"Barriers to involvement in parenting activities in school-based preschools in disadvantaged neighbourhoods in Canada","year":2023,"lang":"en","type":"article","venue":"Early Years Journal of International Research and Development","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Disadvantaged; Developmental psychology; Psychology; Qualitative research; Pedagogy; Sociology; Political science; Social 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":[0.001801849,0.0002869714,0.0006344011,0.001024767,0.01158733,0.002660405,0.001400358,0.0004835051,0.001401651],"category_scores_gemma":[0.004005782,0.0004306337,0.0003191927,0.001935929,0.002731615,0.0007410517,0.00271815,0.001077672,0.00006492221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03025106,"about_ca_system_score_gemma":0.04625634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776833,"about_ca_topic_score_gemma":0.9902986,"domain_scores_codex":[0.9981828,0.0003207007,0.0000871609,0.0002058061,0.0003258563,0.0008777112],"domain_scores_gemma":[0.9970568,0.0006116165,0.0004758352,0.00008368447,0.0006191169,0.001152906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064242,0.000154516,0.4927709,0.0001856039,0.00002033872,0.001548461,0.4869199,0.0001301893,0.0008799519,0.001116062,0.0006914444,0.0154762],"study_design_scores_gemma":[0.000003706479,0.00005445821,0.451099,0.0001949149,0.00001477229,0.0001748569,0.5457838,0.0001216012,0.0001663466,0.0000866895,0.002272462,0.00002725833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983078,0.0002389536,0.00004386553,0.0001810569,0.000004203484,0.00001467643,0.00003917969,0.000002388607,0.001167778],"genre_scores_gemma":[0.9991959,0.0002465566,0.00009795686,0.00003217141,8.298891e-7,0.000009862647,0.00003099632,0.000001749986,0.0003839482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03025106,"threshold_uncertainty_score":0.2194878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528156674439071,"score_gpt":0.3960795335759275,"score_spread":0.3207979668315367,"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."}}