{"id":"W2919628932","doi":"10.7202/1058416ar","title":"KINDERGARTEN TEACHERS’ NOTIONS OF PARENT INVOLVEMENT AND PERCEIVED CHALLENGES","year":2019,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Socioeconomic status; Ethnic group; Psychology; Developmental psychology; Parent education; Social psychology; Pedagogy; Mathematics education; Sociology; Demography; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003103911,0.0002374718,0.0002528449,0.001077214,0.00260457,0.003227483,0.0007342125,0.0006398881,0.002069861],"category_scores_gemma":[0.00833864,0.0003373721,0.0002185223,0.0005234253,0.00267935,0.001908012,0.003658311,0.001446783,0.0001785317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783035,"about_ca_system_score_gemma":0.001369847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01932672,"about_ca_topic_score_gemma":0.03259344,"domain_scores_codex":[0.9984348,0.0007043928,0.0001263686,0.0001426856,0.0002774397,0.000314236],"domain_scores_gemma":[0.9918917,0.002960569,0.002837358,0.0003910541,0.0007885746,0.001130772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004313435,0.00006945361,0.3794313,0.00004655648,0.00001547032,0.0009471535,0.6111529,0.00006547039,0.0006579512,0.0009918045,0.000214403,0.006364445],"study_design_scores_gemma":[0.000002622773,0.00006158986,0.2064162,0.00008724831,0.0000088807,0.0005794544,0.7901723,0.0001276824,0.0002096662,0.0002631916,0.00205462,0.00001649723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973231,0.00007806301,0.0001228941,0.0001394585,0.000003318974,0.000004329938,0.000006733846,0.000002060184,0.002320135],"genre_scores_gemma":[0.9993277,0.0000703807,0.00007220257,0.000024187,0.000001077673,0.000005714164,0.00001104522,0.000001271372,0.0004865034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01932672,"threshold_uncertainty_score":0.03842843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4566403060374283,"score_gpt":0.4463557985904117,"score_spread":0.01028450744701664,"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."}}