{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001987228,0.0001493469,0.0002973732,0.000168804,0.0005705985,0.00006953321,0.001335474,0.0001335115,0.00008593989],"category_scores_gemma":[0.003388061,0.0001303051,0.00008164713,0.001587223,0.001592111,0.0003372982,0.0002308083,0.0008811752,0.00001508885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908879,"about_ca_system_score_gemma":0.004207769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2402492,"about_ca_topic_score_gemma":0.04116597,"domain_scores_codex":[0.996289,0.0003214747,0.0005442701,0.0004125521,0.001733742,0.00069897],"domain_scores_gemma":[0.9973674,0.0004904285,0.0003428264,0.000174608,0.001116186,0.0005085641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005597595,0.0001705926,0.04535533,0.0001214666,0.00006897457,9.644665e-7,0.1695447,0.000006687651,0.0009749627,0.7188351,0.06375728,0.001107961],"study_design_scores_gemma":[0.002344621,0.00149965,0.1012388,0.0008541609,0.00009888531,0.000003449451,0.3064535,0.0005428392,0.001699318,0.4542059,0.1301041,0.0009547538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5237681,0.00004633023,0.00002408693,0.468515,0.00009117648,0.0009622872,0.00003695442,0.00001319695,0.006542858],"genre_scores_gemma":[0.9960076,0.000262736,0.00002708008,0.001199319,0.0003838078,0.00006963857,0.00000101955,0.00001543962,0.00203333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4722395,"threshold_uncertainty_score":0.9763303,"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."}}