{"id":"W2127004966","doi":"10.18806/tesl.v20i2.945","title":"TESOL for Biolinguistic Sustainability: The Ecology of English as a Lingua Mundi","year":2003,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Lingua franca; Sociology; Buddhism; Sustainability; Ecology; Linguistics; English as a lingua franca; Ethnography; Anthropology; Geography; Philosophy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001890725,0.000206454,0.000195788,0.000806157,0.01052896,0.007013296,0.0005104481,0.001071435,0.003674572],"category_scores_gemma":[0.003962696,0.0001185203,0.00010525,0.0007530389,0.0141428,0.005185244,0.005136102,0.001646422,0.0003317264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00494958,"about_ca_system_score_gemma":0.006234614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02689518,"about_ca_topic_score_gemma":0.04086613,"domain_scores_codex":[0.9981642,0.001000501,0.00004070008,0.000123865,0.0002484986,0.0004223038],"domain_scores_gemma":[0.9972212,0.001571992,0.0002484639,0.0001295653,0.0003483546,0.0004804177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005234355,0.00006654288,0.00750064,0.0001722498,0.000005634206,0.001916302,0.6192362,0.000166978,0.001675267,0.3067324,0.004389429,0.05808598],"study_design_scores_gemma":[0.0000122033,0.00005895182,0.01052175,0.0003802591,0.000009894019,0.0007380621,0.6601688,0.0003754118,0.001101377,0.04799422,0.2786056,0.00003356066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6423357,0.0066103,0.003589392,0.05733951,0.0002364686,0.00002908295,0.00003818472,0.00004521956,0.2897763],"genre_scores_gemma":[0.9920971,0.0009918256,0.0005400233,0.0007740696,0.00003768809,0.00001178928,0.000006973577,0.00001405333,0.005526443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689518,"threshold_uncertainty_score":0.05347723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787238279801525,"score_gpt":0.4146975653894204,"score_spread":0.3868251825914051,"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."}}