{"id":"W2116753181","doi":"10.18806/tesl.v31i0.1194","title":"Task-Based Language Teaching and Expansive Learning Theory","year":2015,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language education; Psychology; Second-language acquisition; Learning theory; Language acquisition; CLARITY; Pedagogy; Teaching method; Mathematics education; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001583339,0.0001269661,0.0001468321,0.00007769616,0.001111136,0.0002991437,0.0001107188,0.00002416635,0.002986693],"category_scores_gemma":[0.000785487,0.0001041412,0.00003187207,0.00001267905,0.00006985882,0.0001446157,0.00002146405,0.001473052,0.000005352191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434874,"about_ca_system_score_gemma":0.0005809536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0992854,"about_ca_topic_score_gemma":0.0674284,"domain_scores_codex":[0.9985865,0.00055878,0.0001687014,0.0001171825,0.0003065179,0.0002622716],"domain_scores_gemma":[0.9992018,0.000270051,0.0001312793,0.00008006464,0.00007352812,0.0002432677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001607122,0.00007593638,0.001316275,0.0000657417,0.0002044209,0.001195788,0.6023585,0.004038602,0.0003279792,0.06518722,0.1808997,0.1441691],"study_design_scores_gemma":[0.0006963254,0.0001386793,0.00008529575,0.00008893498,0.00003316803,0.0001324091,0.1620987,0.0007575524,0.00001327388,0.0005300688,0.8351715,0.0002540454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008025,0.01827475,0.000580542,0.00177034,0.001004568,0.00008169725,0.000009111377,0.0001408145,0.07733568],"genre_scores_gemma":[0.9814907,0.000002120365,0.0001881839,0.009972648,0.0009699064,0.000001256705,0.000005172807,0.00002507549,0.007344927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6542718,"threshold_uncertainty_score":0.9979247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905570028098934,"score_gpt":0.2250457591157842,"score_spread":0.2059900588347948,"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."}}