{"id":"W2336837379","doi":"10.55016/ojs/jet.v42i1.52475","title":"Equity in Multicultural Student Assessment","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Equity (law); Multiculturalism; Multicultural education; Psychology; Pedagogy; Mathematics education; Political science","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":[0.08321262,0.0002987646,0.0005729563,0.00192351,0.003770699,0.006489059,0.001093901,0.0009974455,0.002496039],"category_scores_gemma":[0.1720293,0.0002494334,0.0004278994,0.001117336,0.006417945,0.005570635,0.01255952,0.001692862,0.0001837098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004306473,"about_ca_system_score_gemma":0.006530535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694852,"about_ca_topic_score_gemma":0.005383286,"domain_scores_codex":[0.8966458,0.0771729,0.003265837,0.003027895,0.01682602,0.003061484],"domain_scores_gemma":[0.8809561,0.07996388,0.00740024,0.009728425,0.01722654,0.004724922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004466938,0.0005038581,0.2072659,0.0003429299,0.0001325578,0.0002034955,0.1043366,0.001515738,0.00120017,0.0906973,0.003521634,0.589833],"study_design_scores_gemma":[0.0001620861,0.001431171,0.2543275,0.001783329,0.0001432712,0.0007961981,0.1165826,0.009157191,0.007938209,0.5539021,0.05354409,0.0002322884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8004184,0.002386723,0.0506513,0.02114291,0.000429528,0.0005029546,0.00006782082,0.0001454731,0.1242548],"genre_scores_gemma":[0.9948953,0.00008661176,0.003582083,0.0005218824,0.00004409094,0.00005879248,0.000005510702,0.00001040686,0.0007953496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08321262,"threshold_uncertainty_score":0.4400756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07106421306515492,"score_gpt":0.513175145370691,"score_spread":0.4421109323055361,"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."}}