{"id":"W2607189591","doi":"","title":"Task-Based Approach to Grammar Teaching","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; Task (project management); Computer science; Context (archaeology); Linguistics; Engineering; History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003275127,0.0006490131,0.0003894568,0.001551711,0.001137149,0.002965984,0.001418883,0.001096402,0.003408191],"category_scores_gemma":[0.005484515,0.0001664021,0.0005352923,0.001190198,0.004568822,0.002020312,0.001931015,0.002672122,0.001120492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004071406,"about_ca_system_score_gemma":0.003211022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003129992,"about_ca_topic_score_gemma":0.003725441,"domain_scores_codex":[0.9963202,0.002304483,0.0001490528,0.0002771285,0.0007635886,0.0001854772],"domain_scores_gemma":[0.9962234,0.002445836,0.0002607608,0.0003117733,0.0004931632,0.0002649225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003020667,0.0001543497,0.001105524,0.0008660342,0.00002181262,0.0001934181,0.01500945,0.003627373,0.003324079,0.7638037,0.007646228,0.2042179],"study_design_scores_gemma":[0.00003113264,0.0001542185,0.003159427,0.0006253172,0.00002826496,0.0005363396,0.003938688,0.008945359,0.00346839,0.5342831,0.4447816,0.00004814519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03238908,0.01289382,0.6438259,0.01339202,0.001003668,0.0002652467,0.00009174638,0.0007609003,0.2953778],"genre_scores_gemma":[0.7748152,0.01555224,0.1587352,0.003420125,0.0007998981,0.0006172067,0.0001809654,0.0003519962,0.04552717],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004071406,"threshold_uncertainty_score":0.02954018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717993190139571,"score_gpt":0.3014948318108432,"score_spread":0.2643148999094476,"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."}}