{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03190457,0.00006548261,0.0002083973,0.001046474,0.001148542,0.0001172777,0.0005461661,0.00005656737,0.000008246653],"category_scores_gemma":[0.004526576,0.00005330139,0.00003457558,0.002364811,0.004325129,0.0007588554,0.0001144703,0.001268174,6.799425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004838,"about_ca_system_score_gemma":0.003481462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156194,"about_ca_topic_score_gemma":0.004371806,"domain_scores_codex":[0.9967459,0.0008727876,0.0003468069,0.0001809225,0.001312269,0.0005413491],"domain_scores_gemma":[0.9987621,0.0003412241,0.0001932216,0.0001006185,0.000367194,0.000235647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001638196,0.0001987288,0.07406587,0.00001012917,0.000005096874,0.0002079405,0.8893847,0.000005893946,0.0003806635,0.007259303,0.0002491186,0.0282161],"study_design_scores_gemma":[0.0005185569,0.0008731927,0.03455736,0.0003057136,0.000005341282,0.000196641,0.9492633,0.0001817311,0.0001236503,0.01278879,0.001045367,0.0001403348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758707,0.0001601356,0.00001984912,0.0007181425,0.0002265995,0.00008715875,8.525074e-7,0.000003805372,0.02291281],"genre_scores_gemma":[0.9981133,0.00003401994,0.001357104,0.000009424295,0.0003467127,0.000001728982,3.189522e-8,0.000003827363,0.0001339061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05987854,"threshold_uncertainty_score":0.9983845,"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."}}