{"id":"W2063440539","doi":"10.1525/aeq.2003.34.4.396","title":"Variation in Instructional Discourse Features: Cultural or Linguistic? Evidence from Inuit and Non‐Inuit Teachers of Nunavik","year":2003,"lang":"en","type":"article","venue":"Anthropology & Education Quarterly","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Nomination; Variation (astronomy); Cultural influence; Pedagogy; Discourse analysis; Cultural diversity; Competence (human resources); Cultural competence; Sociology; Psychology; Linguistics; Social psychology; Anthropology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002458408,0.0003073947,0.0003923452,0.001567601,0.003621307,0.001946292,0.0008655694,0.0004814574,0.001591461],"category_scores_gemma":[0.01317687,0.0004392687,0.0001482832,0.001240044,0.002469122,0.0007298813,0.001857707,0.0006769974,0.0001469961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003663044,"about_ca_system_score_gemma":0.003251015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4340632,"about_ca_topic_score_gemma":0.6844933,"domain_scores_codex":[0.9972727,0.001287463,0.0001722715,0.0003525238,0.0004550161,0.0004601393],"domain_scores_gemma":[0.9901268,0.004796175,0.00153455,0.0003879727,0.002348317,0.0008060735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001209624,0.0001426336,0.306456,0.00009031015,0.00002683042,0.0003811795,0.679855,0.00002892995,0.003562742,0.0001663463,0.0001238708,0.009045148],"study_design_scores_gemma":[0.00000713577,0.0001254855,0.5880498,0.00007766121,0.00003058723,0.0003301731,0.4083739,0.00009411087,0.001104502,0.00005795846,0.001727759,0.00002095342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991604,0.00008070453,0.00003464861,0.0000274281,0.000001537161,0.000006420048,0.00001605946,0.00000100367,0.0006717906],"genre_scores_gemma":[0.9994192,0.00009056232,0.0000717191,0.00001994856,0.000001136421,0.00001356638,0.00003316247,0.000003465816,0.000347131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5659368,"threshold_uncertainty_score":0.8630733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721197470093535,"score_gpt":0.4559489365487753,"score_spread":0.41873696184784,"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."}}