{"id":"W2895256255","doi":"10.1002/tea.21467","title":"Individual and collective agencies in China's curriculum reform: A case of physics teachers","year":2018,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Agency (philosophy); Pedagogy; Mathematics education; Context (archaeology); Negotiation; Professional development; Sociology; Psychology","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":[0.005348259,0.0003623494,0.0005577028,0.001770773,0.02376982,0.004711676,0.001622548,0.003110096,0.003123373],"category_scores_gemma":[0.006665903,0.0005329283,0.0004950921,0.001835525,0.01500179,0.003210029,0.006478904,0.003216298,0.000252031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722751,"about_ca_system_score_gemma":0.01233937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107183,"about_ca_topic_score_gemma":0.1366789,"domain_scores_codex":[0.9923083,0.004028285,0.000217842,0.0005600986,0.00082745,0.002057965],"domain_scores_gemma":[0.9959038,0.0014787,0.0006644174,0.0003491419,0.0002888271,0.001315198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003834964,0.0001921181,0.01913904,0.00005432244,0.00001188442,0.007828861,0.9435943,0.0004973921,0.000884299,0.01709882,0.001205268,0.009455376],"study_design_scores_gemma":[0.0000310226,0.0000763256,0.01421076,0.00005661979,0.00001993626,0.0006277049,0.9469255,0.00136472,0.0005135797,0.002173583,0.03396833,0.00003204108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98772,0.00008554901,0.0007790407,0.002736139,0.00001955861,0.00004920244,0.000007383128,0.00001323885,0.008589892],"genre_scores_gemma":[0.997024,0.00004960021,0.0002868698,0.000119648,0.000008224223,0.00002283204,0.000004459815,0.000004428714,0.002480028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107183,"threshold_uncertainty_score":0.2131183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382011090146312,"score_gpt":0.5218439405786254,"score_spread":0.2836428315639942,"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."}}