{"id":"W2142922639","doi":"10.1111/curi.12044","title":"Teachers, Curriculum Innovation, and Policy Formation","year":2014,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Legitimacy; Agency (philosophy); Realm; Politics; Sociology; Pedagogy; Curriculum development; Professional development; Work (physics); Public relations; Political science; Mathematics education; Psychology; Social science; Engineering","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":[0.0005765738,0.0001058148,0.0001113553,0.0001933653,0.00059153,0.0001089933,0.0001630551,0.0001098816,0.00004577914],"category_scores_gemma":[0.0006857281,0.00008154612,0.00003126431,0.0009081934,0.0003694786,0.0005164668,0.0000502223,0.0001108305,0.00009390878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603584,"about_ca_system_score_gemma":0.0001497213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00628343,"about_ca_topic_score_gemma":0.0001349159,"domain_scores_codex":[0.9989082,0.00008688091,0.0002406413,0.000156821,0.0002851162,0.0003223712],"domain_scores_gemma":[0.9993443,0.0000212882,0.0001285227,0.0001275094,0.0002570569,0.0001212579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.980736e-7,0.0000630026,0.007864491,0.00001087763,0.000005008329,9.078853e-8,0.01778443,0.000007470716,0.0000167714,0.9084648,0.05033512,0.01544752],"study_design_scores_gemma":[0.0002064223,0.00003094906,0.01339565,0.00002315917,0.000007988644,0.000005420729,0.03171993,0.0002086268,0.00001279218,0.03320042,0.9209795,0.0002091634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385654,0.000163151,0.000915684,0.01341756,0.0009043376,0.0002169901,0.000002618169,0.000120611,0.04569359],"genre_scores_gemma":[0.994445,0.00009752226,0.0002906372,0.001246052,0.002687776,0.00001915172,0.00002871968,0.000007806057,0.001177364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8752644,"threshold_uncertainty_score":0.9498708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237494774752031,"score_gpt":0.3472812548113615,"score_spread":0.3249063070638412,"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."}}