{"id":"W2944554183","doi":"10.47678/cjhe.v16i3.188405","title":"Academic Perceptions of Immigrant and Minority Postsecondary Students","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Luck; Psychology; Immigration; Perception; Social psychology; Task (project management); Academic achievement; Higher education; Attribution; Developmental psychology","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":[0.001004049,0.0002802577,0.0003784446,0.001006688,0.002221448,0.001942022,0.0003589362,0.0005244951,0.002502115],"category_scores_gemma":[0.003419466,0.0001399815,0.0003757216,0.0006917501,0.001086294,0.000464537,0.001464444,0.0009734766,0.0002828921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495728,"about_ca_system_score_gemma":0.001273758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07187434,"about_ca_topic_score_gemma":0.09768615,"domain_scores_codex":[0.9992229,0.0001513045,0.0000540532,0.00005010587,0.0002474249,0.0002741822],"domain_scores_gemma":[0.9970248,0.0003247822,0.0007452376,0.00006171744,0.0005583651,0.001285109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003046374,0.0003396021,0.9314783,0.00004589706,0.00005290514,0.0003940771,0.05268994,0.00004163754,0.001724142,0.0003061571,0.0004415176,0.01218131],"study_design_scores_gemma":[0.00001305896,0.0004162602,0.8276852,0.00003167621,0.00002627197,0.0003018045,0.169413,0.0001195715,0.0003813765,0.0000999847,0.001488872,0.00002282035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992743,0.00003348525,0.000005565955,0.00004326863,0.000005214712,0.000002224,0.000008089579,4.217966e-7,0.0006272419],"genre_scores_gemma":[0.9994942,0.0000532823,0.00001095727,0.00005073224,0.000004499626,0.000002935679,0.0000198711,4.790847e-7,0.0003629498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07187434,"threshold_uncertainty_score":0.142912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025604730983049,"score_gpt":0.3738746507516243,"score_spread":0.3536186034417938,"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."}}