{"id":"W4407121986","doi":"10.1080/00220272.2025.2460476","title":"Professional autonomy vs. assessment criteria: teacher agency in the midst of assessment reform","year":2025,"lang":"en","type":"article","venue":"Journal of Curriculum Studies","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Koneen Säätiö","keywords":"Autonomy; Agency (philosophy); Educational assessment; Standards-based assessment; Pedagogy; Psychology; Standardized test; Mathematics education; Political science; Medical education; Sociology; Medicine; Social science; Law","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":[0.04316557,0.00021282,0.0005821466,0.002315725,0.006114668,0.008611411,0.001302235,0.001930431,0.00155401],"category_scores_gemma":[0.1224115,0.0004478035,0.0004929145,0.001628184,0.0167851,0.007534398,0.009400047,0.003021454,0.0002333229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064925,"about_ca_system_score_gemma":0.009957353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008946267,"about_ca_topic_score_gemma":0.008956554,"domain_scores_codex":[0.8900204,0.08082591,0.004676045,0.004492639,0.01408097,0.005903948],"domain_scores_gemma":[0.8866444,0.072843,0.01348553,0.006586835,0.01357278,0.00686747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003308911,0.0001831376,0.1292097,0.0002556369,0.00004433633,0.0006992817,0.6990822,0.0008204569,0.001839776,0.08661603,0.001567675,0.07935093],"study_design_scores_gemma":[0.00009772206,0.0003683802,0.1531104,0.0006491606,0.00004552167,0.0008102962,0.7253215,0.003397078,0.001854813,0.05247218,0.0617037,0.0001692515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236381,0.0007353515,0.01507252,0.009843042,0.0001192693,0.0001794408,0.0000250713,0.0000390523,0.05034812],"genre_scores_gemma":[0.9984328,0.00005053001,0.0007166151,0.0001382521,0.00001050907,0.00003438701,0.000006146717,0.000006903588,0.0006039167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04316557,"threshold_uncertainty_score":0.2282841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926804750947394,"score_gpt":0.4942786971955914,"score_spread":0.4450106496861175,"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."}}