{"id":"W271869011","doi":"10.24135/teacherswork.v8i2.554","title":"Empowering Students as Active Participants in Curriculum Design and Implementation","year":2011,"lang":"en","type":"article","venue":"Teachers Work","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Taylor College and Seminary","funders":"","keywords":"Curriculum; Mathematics education; Psychology; Pedagogy; Medical education; Medicine","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":[0.001422504,0.00005468759,0.00006260141,0.0000615629,0.0002026244,0.00005247766,0.00009923222,0.00003488288,0.0008736861],"category_scores_gemma":[0.0002829103,0.00005588172,0.000008238621,0.0003609929,0.00007258254,0.0003069253,0.00002064648,0.0001501638,0.00005255784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567305,"about_ca_system_score_gemma":0.0000760558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629385,"about_ca_topic_score_gemma":0.0003739979,"domain_scores_codex":[0.9988797,0.0004878105,0.0001120958,0.0001289251,0.0001736544,0.0002177772],"domain_scores_gemma":[0.9996855,0.00008646432,0.00009459452,0.00004766346,0.0000320484,0.00005368997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001275917,0.00006967164,0.5371464,5.310179e-7,0.000009481117,0.000001100477,0.4479427,0.000001070516,0.000006589502,0.0009932278,0.0001969961,0.01361946],"study_design_scores_gemma":[0.0002063198,0.00003095406,0.6456216,0.00001515367,0.000007229768,7.806991e-8,0.3476325,0.000001353286,0.00009707231,0.0002404705,0.006063517,0.00008379856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896819,0.00002323508,0.000113682,0.0003282633,0.0001705732,0.0002209564,6.545145e-8,0.00002864638,0.009432653],"genre_scores_gemma":[0.998181,0.00001491769,0.001102996,0.0001027852,0.00004054446,0.00003436629,7.257053e-7,0.000005207779,0.0005174571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084752,"threshold_uncertainty_score":0.956625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806814102786105,"score_gpt":0.518538315149118,"score_spread":0.3378569048705075,"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."}}