{"id":"W6903494317","doi":"10.11575/jet.v51i2.58451","title":"Alberta’s New Teaching Quality Standard and Its Implications for Teacher Education","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher education; Context (archaeology); Negotiation; Quality (philosophy); Democracy; Quality assurance; Teacher preparation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896005,0.00003155115,0.00005963714,0.00002881864,0.0005296824,0.000009785981,0.0001051147,0.00004628328,0.0001245165],"category_scores_gemma":[0.00014471,0.00003737141,0.00002340115,0.00004649308,0.00009037652,0.0002301182,0.00001841603,0.00004970091,0.000006491321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004521586,"about_ca_system_score_gemma":0.0004230797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02170905,"about_ca_topic_score_gemma":0.02544097,"domain_scores_codex":[0.9996613,0.00004877739,0.00004862129,0.00009108208,0.00006491628,0.00008528591],"domain_scores_gemma":[0.9996161,0.00008123253,0.00004825698,0.00007181321,0.0001007247,0.00008187156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002218161,0.0001092594,0.1408806,0.00004555395,0.00002962207,4.505597e-8,0.05984876,2.726512e-7,0.0007581782,0.3264366,0.1379358,0.3337334],"study_design_scores_gemma":[0.0002352293,0.00004450001,0.1434524,0.00001378129,0.0000176977,1.350044e-7,0.0033528,0.00001691785,0.00004602696,0.002342604,0.8504059,0.00007195913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467094,0.0001475395,0.005006253,0.0097995,0.0001441695,0.0002806342,0.00000863384,0.00002773527,0.2378761],"genre_scores_gemma":[0.9396724,0.00007977348,0.003701106,0.0002031319,0.0004428154,3.486284e-7,0.000009877635,0.000003696637,0.05588682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124701,"threshold_uncertainty_score":0.9923422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526166073179178,"score_gpt":0.342565354157001,"score_spread":0.3073036934252092,"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."}}