{"id":"W2787416685","doi":"","title":"Predictors of Post-Secondary Academic Outcomes among Local-Born, Immigrant, and International Students in Canada: A Retrospective Analysis.","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Dropout (neural networks); Immigration; Psychosocial; Academic achievement; Psychology; Citizenship; Developmental psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001457538,0.0004656521,0.000628547,0.002353687,0.002912173,0.00168789,0.001375514,0.0005178573,0.00113803],"category_scores_gemma":[0.003054012,0.0004976416,0.0006605752,0.005228814,0.001042617,0.0004836053,0.001555906,0.001096392,0.0002777877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355061,"about_ca_system_score_gemma":0.02467195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9662873,"about_ca_topic_score_gemma":0.9705834,"domain_scores_codex":[0.9985574,0.000103495,0.0001365225,0.0001830785,0.0004608211,0.0005587689],"domain_scores_gemma":[0.9952692,0.0002505712,0.001059876,0.0001911747,0.001802592,0.001426524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004676765,0.00003852601,0.9979357,0.00001617931,0.00002018522,0.00005661391,0.0005475925,0.00001287595,0.00003159597,0.00001440484,0.0002247671,0.001054994],"study_design_scores_gemma":[0.000002912848,0.00003513809,0.997785,0.00001885357,0.00001382814,0.00004637325,0.001786419,0.00004237783,0.00002428519,0.000007402016,0.0002308159,0.00000655021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960098,0.0003781434,0.00005870502,0.00009639544,0.00000552451,0.00008962398,0.002714991,0.000006474495,0.0006402368],"genre_scores_gemma":[0.9964035,0.0003782676,0.0001086891,0.00007405092,0.000004504977,0.00005730649,0.002473607,0.0000051511,0.000494961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03371269,"threshold_uncertainty_score":0.09831709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491167154734761,"score_gpt":0.3522198228471722,"score_spread":0.3273081512998245,"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."}}