{"id":"W2947736560","doi":"","title":"A Scoping Review of the Demographic and Contextual Factors in Canada's Educational Opportunity Gaps.","year":2019,"lang":"en","type":"review","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Immigration; Indigenous; Race (biology); Socioeconomic status; Psychology; Sociology; Population; Geography; Gender studies; Demography","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":[0.01590516,0.001375814,0.003414008,0.02874899,0.003236597,0.005996557,0.002646042,0.001823069,0.004047854],"category_scores_gemma":[0.04494724,0.0009783971,0.003044057,0.04646386,0.001958906,0.002867601,0.002976443,0.001618124,0.0004415887],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03071852,"about_ca_system_score_gemma":0.1791748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5757706,"about_ca_topic_score_gemma":0.7826241,"domain_scores_codex":[0.9927102,0.001427554,0.001982818,0.0004842945,0.002950905,0.0004442022],"domain_scores_gemma":[0.9688407,0.01373133,0.003708532,0.0005045614,0.01244548,0.000769485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001047995,0.00003177746,0.002620228,0.6390942,0.001277951,0.0003306371,0.002955912,0.0002840832,0.0002971711,0.003614463,0.03409354,0.3152952],"study_design_scores_gemma":[0.00002380947,0.00003258916,0.00889833,0.8095959,0.004012743,0.0002766032,0.00190647,0.00007096552,0.0001577082,0.0007495921,0.1742321,0.00004317379],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005112528,0.9957466,0.0001650292,0.001055749,0.0002075925,0.0002269192,0.0006764617,0.000007652135,0.00140276],"genre_scores_gemma":[0.005850626,0.9917394,0.000641198,0.0005000338,0.00004557406,0.0003093496,0.0005206094,0.000004915065,0.0003882061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9692815,"threshold_uncertainty_score":0.8534555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568053603017329,"score_gpt":0.3834877403078301,"score_spread":0.2266823800060972,"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."}}