{"id":"W4240195854","doi":"10.2139/ssrn.4011394","title":"Transepistemic Language Education: Knowledge Co-Creation in English Language Teaching","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Language education; English language; Linguistics; Computer science; Sociology; Pedagogy; Mathematics education; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002988362,0.0002102725,0.0001973799,0.001186849,0.002304638,0.008924469,0.0007965846,0.00130283,0.01317861],"category_scores_gemma":[0.004601382,0.0001413613,0.0002061292,0.001414242,0.004705881,0.005975383,0.009133294,0.001623343,0.001114016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016142,"about_ca_system_score_gemma":0.008878347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459764,"about_ca_topic_score_gemma":0.003585972,"domain_scores_codex":[0.9980221,0.001099493,0.0000576277,0.0002056933,0.0002743185,0.0003408708],"domain_scores_gemma":[0.9949518,0.00225411,0.0002884363,0.0004283817,0.0005447805,0.001532521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001930655,0.0008462435,0.01581089,0.0004132261,0.00002646697,0.001059836,0.05136561,0.0003797341,0.002307416,0.6655809,0.004523621,0.257493],"study_design_scores_gemma":[0.0001169719,0.0005031276,0.02840383,0.0009927292,0.0000556365,0.002060394,0.1462413,0.005646093,0.008441792,0.5412208,0.2662743,0.00004312359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4635624,0.003623532,0.02248956,0.01565083,0.0004314727,0.0000791253,0.00004225343,0.0001015948,0.4940192],"genre_scores_gemma":[0.9844906,0.0005447031,0.002429775,0.0004291267,0.00004704287,0.00002280775,0.00001727766,0.00001490395,0.01200378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01317861,"threshold_uncertainty_score":0.04408687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007471005944318852,"score_gpt":0.3582806519284947,"score_spread":0.3508096459841758,"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."}}