{"id":"W3083275260","doi":"10.21810/sfuer.v13i1.1033","title":"Educational Change and NEXTSchool","year":2020,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Conceptual change; Process (computing); Political science; Current (fluid); Sociology; Engineering ethics; Pedagogy; Engineering; Computer science; Geography","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":[0.00543755,0.0002690638,0.0004292191,0.002202861,0.006685843,0.006860356,0.001374614,0.002307818,0.007271791],"category_scores_gemma":[0.007735366,0.0001446215,0.0004168665,0.003150003,0.01736789,0.004587187,0.004479779,0.002848937,0.0004449153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04105214,"about_ca_system_score_gemma":0.06188046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5027496,"about_ca_topic_score_gemma":0.6581582,"domain_scores_codex":[0.9951775,0.002319529,0.0001293784,0.0004424521,0.001080249,0.0008507362],"domain_scores_gemma":[0.9931652,0.002584274,0.0005617904,0.0003915208,0.002435958,0.0008612091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003104699,0.0001095096,0.004419413,0.002210639,0.00004361898,0.0001654498,0.03412353,0.0005637385,0.0001644206,0.6799886,0.0211468,0.2570333],"study_design_scores_gemma":[0.00001096636,0.00003550998,0.009645603,0.0024505,0.00002283887,0.0001336553,0.0170169,0.0001151379,0.000183657,0.05132363,0.9190279,0.00003373271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04129566,0.4247269,0.01107416,0.1648072,0.002963564,0.0002983222,0.0002113806,0.0001861667,0.3544367],"genre_scores_gemma":[0.8307588,0.1158485,0.004406445,0.0217272,0.0004875388,0.0001681604,0.0001687162,0.00005389655,0.02638076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5027496,"threshold_uncertainty_score":0.9996465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2714531901336856,"score_gpt":0.4777096723487715,"score_spread":0.206256482215086,"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."}}