{"id":"W4200095111","doi":"10.53967/cje-rce.v44i4.4537","title":"Behind Successful Refugee Parental Engagement: The Barriers and Challenges","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":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Refugee; Context (archaeology); Immigration; Negotiation; Settlement (finance); Focus group; Pedagogy; Inclusion (mineral); Political science; Literacy; Sociology; Public relations; Gender studies; Geography; Social science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975505,0.000118332,0.0001406892,0.0002656222,0.001016154,0.0002209312,0.0003433051,0.00009178159,0.000536805],"category_scores_gemma":[0.002264385,0.0001230805,0.00005892801,0.0002937784,0.0002414754,0.0004713479,0.00001040227,0.0002645119,0.000005940949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003462909,"about_ca_system_score_gemma":0.01885455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07235511,"about_ca_topic_score_gemma":0.9403298,"domain_scores_codex":[0.9982668,0.0005580445,0.0003586215,0.0001975781,0.0001252385,0.0004937196],"domain_scores_gemma":[0.9970962,0.0001560528,0.0003405492,0.0002437054,0.0006988865,0.001464605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000498764,0.0001069536,0.0432312,0.00009996888,0.00008162838,0.00001727727,0.815738,0.00001992381,0.0001513049,0.08241784,0.01895438,0.03917651],"study_design_scores_gemma":[0.00007869804,0.00002182231,0.05081858,0.000104307,0.00005327367,0.00008395523,0.4325922,0.000003945059,0.0001070057,0.004152501,0.5118582,0.0001255246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325024,0.008498866,0.000007355765,0.04662836,0.006459629,0.0001640881,0.00001484684,0.000005280496,0.005719132],"genre_scores_gemma":[0.9939649,0.002228718,0.0001653864,0.0008362771,0.001209932,0.00002634821,0.00003825451,0.00001516519,0.001514998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8679746,"threshold_uncertainty_score":0.9867076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097591846453223,"score_gpt":0.3245703097080004,"score_spread":0.2335943912434682,"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."}}