{"id":"W2566853207","doi":"10.15210/interfaces.v16i2.7664","title":"Comparative Analysis of Educational Systems of Accountability and Quality of Education in Ontario, Canada and Chile: Standardized Testing and its Role in Perpetuation of Educational Inequity","year":2016,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario College of Art and Design","funders":"","keywords":"Accountability; Standardized test; Sociology; Quality (philosophy); Educational assessment; Test (biology); Political science; Economic growth; Public administration; Pedagogy; Psychology; Economics; Mathematics education; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259468,0.00008589558,0.0004727728,0.0002232102,0.00005256169,0.000006159036,0.00009629493,0.00003618877,0.000156807],"category_scores_gemma":[0.0005983923,0.00006643919,0.00002615168,0.0008951922,0.0004188022,0.0004024132,0.00003920952,0.00005412119,3.500401e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027124,"about_ca_system_score_gemma":0.007828377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997841,"about_ca_topic_score_gemma":0.9717708,"domain_scores_codex":[0.9985774,0.000211718,0.0005915312,0.0001793787,0.0003199574,0.0001200451],"domain_scores_gemma":[0.997814,0.001174191,0.0005833087,0.00009927753,0.0002510764,0.00007815913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002732033,0.0001414752,0.9812176,0.0000418286,0.00004881728,3.49728e-9,0.004780089,0.0000430212,0.0003714078,0.01267736,0.00005310967,0.000597935],"study_design_scores_gemma":[0.0001692551,0.00002595209,0.9891863,0.00007258013,0.00002937932,1.04929e-7,0.009470691,0.00003391197,0.0001027106,0.0008024267,0.00003535808,0.00007128683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959674,0.0005144094,8.536095e-7,0.001095909,0.0000672318,0.0002257941,0.0001718122,0.000001144173,0.001955449],"genre_scores_gemma":[0.9994704,0.00006056745,0.0001860408,0.00002381457,0.00002044475,0.00001549475,0.00002885777,0.000002489095,0.0001919352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260702,"threshold_uncertainty_score":0.9977963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341407903447438,"score_gpt":0.325857241547123,"score_spread":0.3024431625126486,"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."}}