{"id":"W1904008991","doi":"10.18806/tesl.v31i0.1184","title":"Task-Based Language Teaching and English for Academic Purposes: An Investigation into Instructor Perceptions and Practice in the Canadian Context","year":2015,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"English for academic purposes; Context (archaeology); Language education; Task (project management); Psychology; Perception; Applied linguistics; Pedagogy; Mathematics education; Linguistics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005034322,0.0002971287,0.0004038348,0.001571886,0.01246241,0.004697119,0.001878442,0.0008237746,0.003021198],"category_scores_gemma":[0.01471717,0.0004393648,0.0002900209,0.002066591,0.004389255,0.00139335,0.003086115,0.001772311,0.0002105911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03528211,"about_ca_system_score_gemma":0.09131027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9595041,"about_ca_topic_score_gemma":0.981231,"domain_scores_codex":[0.9941977,0.001251644,0.0002475359,0.0004876956,0.002340812,0.001474547],"domain_scores_gemma":[0.9834152,0.003300644,0.001626559,0.0002670246,0.005600589,0.005790021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007713332,0.0002217258,0.09261724,0.0002106787,0.000009251078,0.001001953,0.8713853,0.00007390815,0.001883159,0.001290404,0.001769574,0.0294598],"study_design_scores_gemma":[0.00001214267,0.0001514045,0.1024908,0.0002446649,0.00001313263,0.0003153036,0.8684817,0.0003564963,0.0003784706,0.0001398626,0.02735235,0.00006363237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930134,0.0002928397,0.0002869671,0.001142081,0.00002768729,0.00005889382,0.0000596383,0.00001101447,0.005107421],"genre_scores_gemma":[0.9953793,0.0005990689,0.0006053298,0.0003751026,0.000008837154,0.00002788825,0.00004829017,0.00001302325,0.002943207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04049587,"threshold_uncertainty_score":0.2559908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206489302535659,"score_gpt":0.2888358263735963,"score_spread":0.2467709333482397,"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."}}