{"id":"W3036201057","doi":"10.24908/iqurcp.14063","title":"Educational Epidemic: A Study of the Academic Underachievement of Luso-Canadians","year":2020,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Multitude; Remedial education; Academic community; Political science; Legislature; Sociology; Criminology; Public relations; Social science; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003923977,0.0002585137,0.000636086,0.004010175,0.02969258,0.007556762,0.002967312,0.002958318,0.005329796],"category_scores_gemma":[0.01409565,0.0005873565,0.0003516291,0.009618228,0.01045831,0.004223891,0.006727471,0.006430347,0.0003930752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0617812,"about_ca_system_score_gemma":0.1087972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9766814,"about_ca_topic_score_gemma":0.9799416,"domain_scores_codex":[0.9941922,0.0008892832,0.0001604691,0.0002992176,0.001492209,0.00296658],"domain_scores_gemma":[0.9869918,0.001950677,0.002311375,0.000343924,0.003432914,0.004969259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005525407,0.0003008503,0.2089112,0.0001183455,0.00001920716,0.0008821198,0.750644,0.00004277953,0.0001719273,0.01086767,0.0121535,0.01583319],"study_design_scores_gemma":[0.000006430502,0.00003591267,0.1419326,0.0001563408,0.000008376684,0.0001205251,0.8410543,0.0001051944,0.00003774744,0.0003958934,0.01611401,0.00003270896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634399,0.0008475549,0.00006783444,0.01905781,0.00008681925,0.0001007994,0.0002901697,0.000007761286,0.01610132],"genre_scores_gemma":[0.9910091,0.001325636,0.00007008773,0.003915944,0.00004568762,0.00003802105,0.0001366132,0.000009938327,0.003448921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382188,"threshold_uncertainty_score":0.4482561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942149621220912,"score_gpt":0.4307889043416889,"score_spread":0.2365739422195977,"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."}}