{"id":"W2764191309","doi":"10.1002/tesj.337","title":"Enhancing Teaching English as an Additional Language Through Playfulness: Seniors (Ethno)Drama Club in Vancouver's Downtown Eastside","year":2017,"lang":"en","type":"article","venue":"TESOL Journal","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drama; Downtown; Club; Pedagogy; Language acquisition; Psychology; Framing (construction); Population; Sociology; Mathematics education; Medicine; Visual arts; History; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005098126,0.0002332116,0.0002932936,0.0001159085,0.003082208,0.001061178,0.0004165151,0.00006557602,0.01510784],"category_scores_gemma":[0.0002565016,0.0001864646,0.0001151924,0.00001440718,0.0002271848,0.003075855,0.0001024727,0.0009295656,0.0000696225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008044182,"about_ca_system_score_gemma":0.00009239124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103399,"about_ca_topic_score_gemma":0.06776031,"domain_scores_codex":[0.9985318,0.00008629131,0.0003808145,0.0002135927,0.0003366708,0.0004508086],"domain_scores_gemma":[0.9990328,0.0001295089,0.0003064807,0.0003039044,0.0001256253,0.0001016634],"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":[0.0002236146,0.0003592273,0.002870966,0.00006394291,0.0002242487,0.000512298,0.7948959,0.00006319239,0.0001994386,0.02000885,0.1251168,0.05546156],"study_design_scores_gemma":[0.002056035,0.0004313036,0.003234895,0.0008235188,0.00007086059,0.000161838,0.2473267,0.00007882265,0.0006997617,0.007282884,0.7369921,0.0008413001],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672298,0.0002783125,0.00003074273,0.0002019747,0.002703058,0.0001133647,0.0002580941,0.00008339107,0.3291013],"genre_scores_gemma":[0.9863673,0.00002489317,0.0002982142,0.0003698689,0.007844171,0.00001612757,0.00003293013,0.00002666258,0.005019838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6118753,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674059432659141,"score_gpt":0.2730404254593479,"score_spread":0.2562998311327565,"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."}}