{"id":"W1528555796","doi":"10.25071/1916-4467.23861","title":"Curriculum as Renewal","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Curriculum; Sociology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007253797,0.00110885,0.001214138,0.003503011,0.005955084,0.0111392,0.002533764,0.0107803,0.06446315],"category_scores_gemma":[0.03112633,0.0005966889,0.00105676,0.00253801,0.004695501,0.004536696,0.003167522,0.01564096,0.02038338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02034002,"about_ca_system_score_gemma":0.0831293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2409267,"about_ca_topic_score_gemma":0.50932,"domain_scores_codex":[0.9881429,0.0008541454,0.0005211009,0.0006949605,0.008294827,0.00149205],"domain_scores_gemma":[0.9526182,0.002508782,0.000810797,0.001278523,0.03295382,0.009829951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003795573,0.000005593702,0.00001631428,0.00002815542,0.000001537208,0.000006369805,0.00001426246,0.000006910746,0.00001023296,0.002097564,0.9930122,0.004797078],"study_design_scores_gemma":[0.000003977172,0.000003666249,0.000212781,0.00009213044,0.000003170125,0.000009967999,0.00004643862,0.00001377603,0.00001424054,0.0006492403,0.9989447,0.000005885636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0001075243,0.0125439,0.0001993309,0.2633104,0.6721351,0.00005643419,0.0002198818,0.0001045584,0.05132284],"genre_scores_gemma":[0.009673824,0.03328986,0.001025053,0.2028318,0.3210866,0.0001034004,0.0006748003,0.0002692938,0.4310454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2409267,"threshold_uncertainty_score":0.4790488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049168703873202,"score_gpt":0.4067733206158883,"score_spread":0.3018564502285681,"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."}}