{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739364,0.0001325395,0.0003690166,0.001200465,0.0005116356,0.0001201597,0.0009468182,0.00009962421,0.0001973728],"category_scores_gemma":[0.004336577,0.0001469885,0.00008353299,0.0004823224,0.0005843851,0.0005941196,0.00002523252,0.0004435464,7.122088e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01186652,"about_ca_system_score_gemma":0.04987351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956994,"about_ca_topic_score_gemma":0.9999409,"domain_scores_codex":[0.9981842,0.0002054642,0.0006153624,0.0002189633,0.0002794638,0.0004965608],"domain_scores_gemma":[0.9960357,0.0001527792,0.0009101551,0.0002889754,0.001501755,0.001110611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004098779,0.00002252762,0.9327599,0.00001324309,0.0002383666,0.000005127601,0.06360681,0.00001860683,0.000003907453,0.0007093807,0.00152293,0.001095134],"study_design_scores_gemma":[0.0001701171,0.00001857163,0.9015663,0.0000748613,0.0000961906,0.000004187156,0.09465959,0.000007110496,0.000004091738,0.0003441945,0.002949726,0.0001050518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983622,0.0003505783,0.00001017529,0.01136918,0.003332359,0.0002137286,0.00006961181,0.000001850572,0.001030537],"genre_scores_gemma":[0.9979392,0.0002176266,0.00004129185,0.0001949858,0.0002812684,0.00002238041,0.00001823746,0.00001050605,0.001274509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03800699,"threshold_uncertainty_score":0.9919267,"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."}}