{"id":"W2993687963","doi":"","title":"Teaching English Grammar Through Games","year":2010,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammar; English grammar; Computer science; Linguistics; Traditional grammar; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003576607,0.0001513782,0.0001992326,0.00006475129,0.0003906104,0.0002236812,0.00008835794,0.00005813134,0.0000997274],"category_scores_gemma":[0.0003687988,0.000109026,0.00004190663,0.000028974,0.0002299766,0.0002774291,0.00006793344,0.001206817,0.000004022321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006567812,"about_ca_system_score_gemma":0.00000411786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002261207,"about_ca_topic_score_gemma":0.001411514,"domain_scores_codex":[0.999258,0.00008342191,0.000144084,0.0002127383,0.00008753504,0.000214153],"domain_scores_gemma":[0.9995827,0.0001512051,0.00004103301,0.0001550808,0.00004525868,0.00002472387],"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":[0.000005056385,0.00001841953,0.0003393792,0.00007094353,0.00002753191,0.0000404233,0.8345371,1.646738e-7,0.0001033178,0.1550412,0.002947978,0.00686846],"study_design_scores_gemma":[0.0002390769,0.0000344442,0.0001207536,0.0002052767,0.0000125747,0.000006780257,0.2009115,0.000003914831,0.0000144196,0.002364567,0.795907,0.000179728],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7953836,0.02216683,0.000001392744,0.0002901331,0.001645543,0.00007728885,0.00001226661,0.0001341774,0.1802888],"genre_scores_gemma":[0.9824121,0.000136788,0.0003983362,0.0006187932,0.002720679,0.00001079029,0.00001517958,0.00001602719,0.01367129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.792959,"threshold_uncertainty_score":0.5243086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785147422580755,"score_gpt":0.3000861532152442,"score_spread":0.2822346789894367,"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."}}