{"id":"W3195624853","doi":"10.11575/prism/38776","title":"Preparing Teachers as Curriculum Designers","year":2021,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Fraser Valley","keywords":"Curriculum; Mathematics education; Engineering ethics; Pedagogy; Computer science; Sociology; Engineering; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01003165,0.000527541,0.0004271588,0.001502353,0.008223671,0.0120636,0.001327108,0.001980275,0.01595839],"category_scores_gemma":[0.01429529,0.0007606213,0.0003848152,0.000972202,0.004286905,0.004818541,0.005009473,0.003350637,0.004982787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431192,"about_ca_system_score_gemma":0.03619942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0256428,"about_ca_topic_score_gemma":0.1230131,"domain_scores_codex":[0.9907321,0.003626251,0.0003831595,0.0008145355,0.003132377,0.001311611],"domain_scores_gemma":[0.9895129,0.001686989,0.0005779669,0.0007221942,0.002723701,0.004776306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003191135,0.0001044435,0.002469851,0.0003726258,0.000008524456,0.0002735541,0.1151223,0.0002963864,0.002064397,0.0615543,0.6226028,0.1950989],"study_design_scores_gemma":[0.000002530406,0.00001062737,0.0002336009,0.00007064257,0.000001858307,0.00004463643,0.007779879,0.00001313647,0.0001660473,0.00102861,0.9906427,0.000005717016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05796683,0.04250446,0.05138626,0.2439289,0.05038042,0.002566383,0.0008308382,0.002357537,0.5480784],"genre_scores_gemma":[0.1672425,0.02202488,0.04048298,0.02590605,0.002392707,0.0009352856,0.000767957,0.0007163797,0.7395313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0256428,"threshold_uncertainty_score":0.1038407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421062030250209,"score_gpt":0.2994402350053966,"score_spread":0.2552296147028945,"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."}}