{"id":"W2013464569","doi":"10.1080/0969594x.2013.776943","title":"Fair and equitable assessment practices for all students","year":2013,"lang":"en","type":"article","venue":"Assessment in Education Principles Policy and Practice","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Lethbridge; University of Alberta; University of Calgary","funders":"","keywords":"Intrusiveness; Equity (law); Psychology; Public relations; Best practice; Medical education; Applied psychology; Pedagogy; Social psychology; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.06826248,0.0004899547,0.000748409,0.003049268,0.007909843,0.008764635,0.002935407,0.00293724,0.003494638],"category_scores_gemma":[0.1862538,0.0003797446,0.0004884062,0.002153192,0.003962099,0.007811042,0.01270242,0.003920188,0.001094227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004941695,"about_ca_system_score_gemma":0.01813309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867726,"about_ca_topic_score_gemma":0.008385749,"domain_scores_codex":[0.860747,0.09396933,0.00852835,0.004317063,0.02781846,0.004619803],"domain_scores_gemma":[0.8434201,0.04804323,0.0169552,0.03193507,0.04756581,0.01208055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001590673,0.001263416,0.07330026,0.000347795,0.00004293047,0.0002875899,0.08340397,0.002118492,0.00285941,0.04572968,0.01537773,0.7751097],"study_design_scores_gemma":[0.0001616588,0.002252053,0.1741936,0.004081983,0.0000940471,0.002019597,0.1844827,0.01030888,0.0157739,0.2698782,0.3360912,0.0006621159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6514493,0.001850122,0.1163223,0.07695903,0.0006635918,0.002417034,0.0001831516,0.001277564,0.1488779],"genre_scores_gemma":[0.9596473,0.0002847927,0.03225647,0.001603969,0.00006321611,0.0003984181,0.00004394733,0.00004973496,0.005652059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06826248,"threshold_uncertainty_score":0.3610108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023168743994288,"score_gpt":0.5279200270248844,"score_spread":0.4256031526254556,"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."}}