{"id":"W2957469472","doi":"10.1002/tesq.527","title":"Exploring the Positioning of Teacher Expertise in TESOL‐Related Curriculum Standards","year":2019,"lang":"en","type":"article","venue":"TESOL Quarterly","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario","keywords":"Curriculum; Pedagogy; Teacher education; Literacy; Sociology; Professional development; Coherence (philosophical gambling strategy); National curriculum; Mathematics education; Political science; 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":[0.008520776,0.0001355877,0.0003566715,0.003779112,0.00824868,0.006431301,0.000848681,0.001761086,0.001565092],"category_scores_gemma":[0.02460876,0.0003372261,0.0001894669,0.002489885,0.02412528,0.006286883,0.009454889,0.002126675,0.000109946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436829,"about_ca_system_score_gemma":0.009730336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05480782,"about_ca_topic_score_gemma":0.06161941,"domain_scores_codex":[0.9891065,0.006004285,0.0004319221,0.0007692446,0.001935281,0.001752816],"domain_scores_gemma":[0.9757177,0.01635788,0.002439445,0.000954202,0.002993351,0.001537362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004998878,0.00004336147,0.03826071,0.0001320087,0.00001073522,0.0007515581,0.765071,0.000372009,0.001510852,0.1665961,0.0003933549,0.02680827],"study_design_scores_gemma":[0.00001930395,0.0001190215,0.09684186,0.0003878413,0.00002176912,0.0005494567,0.8195714,0.001775741,0.001416322,0.04284024,0.03641568,0.00004129632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273776,0.0004672203,0.003149843,0.004336465,0.00001884358,0.00001732165,0.000008371643,0.000009586563,0.06461474],"genre_scores_gemma":[0.998955,0.00006151941,0.0002068566,0.00006970677,0.00000308541,0.000004383115,0.000002324211,0.000002592804,0.0006943537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480782,"threshold_uncertainty_score":0.1089776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07605795511165564,"score_gpt":0.3502628378650537,"score_spread":0.274204882753398,"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."}}