{"id":"W3214994604","doi":"10.7939/r3-mdt5-ew23","title":"Grammar Practice and Communicative Language Teaching: Groundwork for an Investigation into the Concept of Transfer-Appropriateness","year":2021,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; Linguistics; Communicative language teaching; Psychology; Pedagogy; Language education; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818169,0.00006507715,0.0001225381,0.00002686792,0.0004855724,0.00004200616,0.0001840925,0.00003375563,0.00009306809],"category_scores_gemma":[0.00008830753,0.00005724428,0.00004300266,0.00002477348,0.0004064119,0.0009057579,0.00006285029,0.000200817,4.168859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004594087,"about_ca_system_score_gemma":0.00005087143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009972909,"about_ca_topic_score_gemma":0.00234789,"domain_scores_codex":[0.9991799,0.0004931178,0.00008642871,0.0001112852,0.00006224014,0.00006704313],"domain_scores_gemma":[0.9986351,0.001020259,0.00007544524,0.0001973647,0.00003854718,0.00003327665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004494583,0.00003368963,0.0002095277,0.00002686258,0.00004001197,7.15405e-7,0.6472425,0.000006669538,0.00008942782,0.3502663,0.0001636839,0.001875594],"study_design_scores_gemma":[0.0005141952,0.0001780577,0.0001953381,0.0000830941,0.00009907514,0.000002003919,0.7876295,0.00025036,0.0007256164,0.001954604,0.2082489,0.0001192553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731694,0.0003874495,0.0002325002,0.004043496,0.00003667893,0.0001197423,0.000006580155,0.00002322795,0.02198094],"genre_scores_gemma":[0.990503,0.00002779574,0.003741352,0.0002262482,0.0000459752,2.673051e-7,0.0001563092,0.000009765382,0.005289259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3483117,"threshold_uncertainty_score":0.9966198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167984409733154,"score_gpt":0.2246899385183929,"score_spread":0.2030100944210613,"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."}}