{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114949,0.0003026974,0.0003884808,0.001737272,0.008010023,0.008692689,0.002598712,0.002984772,0.003643227],"category_scores_gemma":[0.0198071,0.000347316,0.0006998515,0.002863332,0.008564317,0.001828892,0.003260558,0.005021805,0.000223203],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1677199,"about_ca_system_score_gemma":0.294979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870678,"about_ca_topic_score_gemma":0.991255,"domain_scores_codex":[0.9827187,0.002110075,0.0004747091,0.001035808,0.01067802,0.00298262],"domain_scores_gemma":[0.9808003,0.004100845,0.0007970381,0.0008320549,0.009435655,0.004034173],"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":[0.0001771072,0.0001621442,0.03151989,0.0003478693,0.00004637169,0.0003937807,0.006297971,0.006403394,0.001607913,0.6926055,0.147749,0.112689],"study_design_scores_gemma":[0.00008216057,0.0001376742,0.1412929,0.0006730144,0.00005739026,0.0001382184,0.009781601,0.003797386,0.001170809,0.06694365,0.7756792,0.0002461096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09243722,0.01034266,0.01208595,0.6384628,0.003698232,0.0001910418,0.001584077,0.0004595068,0.2407385],"genre_scores_gemma":[0.8234499,0.005418226,0.02671123,0.05771966,0.000740298,0.0001331732,0.001064991,0.0001246178,0.0846379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.83228,"threshold_uncertainty_score":0.9653269,"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."}}