{"id":"W2998971965","doi":"","title":"Review: Decolonizing Educational Assessment:","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pedagogy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633866,0.0001280709,0.0002197844,0.0004541235,0.0004588747,0.0001422084,0.0004656095,0.0001087037,0.002209995],"category_scores_gemma":[0.001421081,0.0001331107,0.0001253173,0.000668186,0.0001130778,0.0006185053,0.000005417154,0.000264637,0.00009381502],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008035089,"about_ca_system_score_gemma":0.06765595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1310412,"about_ca_topic_score_gemma":0.5415322,"domain_scores_codex":[0.9983906,0.0001672751,0.0005013972,0.0001695584,0.0001349998,0.0006362033],"domain_scores_gemma":[0.9961525,0.000125534,0.0005295168,0.000240184,0.001375588,0.001576735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003611814,0.0001707189,0.05964531,0.000528382,0.00006686067,0.000002168781,0.06137167,0.00009202259,0.00006116769,0.3162399,0.5499403,0.01187778],"study_design_scores_gemma":[0.00008814513,0.0000374613,0.07273333,0.0009637832,0.0000413468,0.0001075524,0.03097192,0.000005640769,0.000002409995,0.008264682,0.8866059,0.0001778341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786484,0.009758366,0.00001369381,0.1208304,0.01585389,0.0004902239,0.00001362804,0.000007115114,0.06654869],"genre_scores_gemma":[0.9733717,0.001359714,0.0008371841,0.007757118,0.001956791,0.00002684041,0.00005955479,0.00001942913,0.01461166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.410491,"threshold_uncertainty_score":0.9987021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052558128213567,"score_gpt":0.3444188761734705,"score_spread":0.3138932948913348,"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."}}