{"id":"W7095959006","doi":"","title":"5 Copyright © Canadian Academy of Oriental and Occidental Culture Exploring Language Teachers ’ Evolving Conceptualizations of Language Variation","year":2014,"lang":"en","type":"article","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); On Language; Discourse analysis; Ethnography","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":[0.002131585,0.000238346,0.0002656299,0.001932905,0.008365045,0.01029019,0.0008556781,0.0007417331,0.02238564],"category_scores_gemma":[0.004794114,0.0001883402,0.0002126257,0.004174637,0.0102448,0.002986603,0.002706015,0.001491081,0.000805591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03012695,"about_ca_system_score_gemma":0.04975604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9316666,"about_ca_topic_score_gemma":0.9440581,"domain_scores_codex":[0.998556,0.0003843537,0.00005605163,0.000147343,0.0004647014,0.0003914977],"domain_scores_gemma":[0.996436,0.001045698,0.000202143,0.000250362,0.001563767,0.0005019922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004439772,0.00004620535,0.0350161,0.0001823505,0.00002083969,0.00028543,0.1959848,0.0003074826,0.0004951632,0.6310442,0.06086301,0.07571008],"study_design_scores_gemma":[0.00001057881,0.00001008823,0.09323603,0.0006500227,0.00002720011,0.0001225616,0.36197,0.0003485282,0.0002517477,0.03396715,0.5093543,0.00005184115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2095565,0.004789475,0.001312053,0.03320524,0.0005449017,0.00004300847,0.0005871053,0.00004646552,0.7499152],"genre_scores_gemma":[0.9451066,0.002846082,0.001536594,0.002040028,0.0000358596,0.00003920932,0.0002191204,0.00003658553,0.04814008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9316666,"threshold_uncertainty_score":0.2185873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085662609659221,"score_gpt":0.4086527413432151,"score_spread":0.3577961152466229,"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."}}