{"id":"W2326174250","doi":"10.1177/1468018115571420","title":"Tracing the sub-national effect of the OECD PISA: Integration into Canada’s decentralized education system","year":2015,"lang":"en","type":"article","venue":"Global Social Policy","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Government of the United Kingdom; Utah Agricultural Experiment Station","keywords":"Benchmarking; Curriculum; Political science; Globalization; National curriculum; Sociology; Public administration; Regional science; Pedagogy; Economic growth; Economics; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00847704,0.0002792455,0.0006066192,0.002431173,0.01590512,0.008152395,0.001690465,0.001120852,0.002054438],"category_scores_gemma":[0.01966388,0.0003809062,0.0004997465,0.005116818,0.009574092,0.002093808,0.007815005,0.002597587,0.0001117086],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2345609,"about_ca_system_score_gemma":0.2796883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940379,"about_ca_topic_score_gemma":0.9956952,"domain_scores_codex":[0.9888101,0.00210293,0.0002979689,0.000991252,0.003693697,0.004104014],"domain_scores_gemma":[0.983031,0.002547087,0.001542792,0.001141387,0.008343535,0.003394111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003965208,0.0002697833,0.3131599,0.0003163945,0.0001623707,0.001156525,0.1211285,0.006855657,0.002852163,0.4197253,0.01400127,0.1199757],"study_design_scores_gemma":[0.00005859057,0.0001495241,0.7773919,0.0004108047,0.0001269082,0.0001312837,0.1150557,0.003858266,0.002034627,0.0111805,0.08944877,0.0001531231],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039944,0.0005774145,0.001817442,0.01220492,0.00007830359,0.0001774887,0.0005154934,0.00004984747,0.08058466],"genre_scores_gemma":[0.9951616,0.0001682202,0.0008884151,0.0004739084,0.000005134426,0.00003324161,0.00008552345,0.00001004611,0.003173859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7654392,"threshold_uncertainty_score":0.8878009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213644294819012,"score_gpt":0.3394240158263963,"score_spread":0.3272875728782062,"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."}}