{"id":"W2947581311","doi":"10.5539/elt.v12n7p12","title":"The Effects of Task-based Instruction Using a Digital Game in a Flipped Learning Environment on English Oral Communication Ability of Thai Undergraduate Nursing Students","year":2019,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Blended learning; Test (biology); Task (project management); Medical education; Intercultural communication; Teaching method; English for specific purposes; Educational technology; Mathematics education; Pedagogy; Medicine","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":[0.001111193,0.0001991129,0.0003072819,0.0001624331,0.0002955082,0.0002256298,0.0003251224,0.00006485447,0.00004155086],"category_scores_gemma":[0.001363635,0.0001632954,0.000116439,0.00004755286,0.0001810846,0.0003524719,0.00007128069,0.001049817,0.000003029526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031505,"about_ca_system_score_gemma":0.00002217095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008094927,"about_ca_topic_score_gemma":0.0001038535,"domain_scores_codex":[0.9978119,0.0008360682,0.0004213827,0.000259837,0.0004039177,0.0002668717],"domain_scores_gemma":[0.9980339,0.001057563,0.0003722887,0.0004694596,0.00003052614,0.00003627632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001256398,0.0004990443,0.02988381,0.0001936338,0.00006794644,0.000004156008,0.9009207,0.007122163,0.002371208,0.003071851,0.000002882078,0.05573694],"study_design_scores_gemma":[0.008274768,0.001188253,0.008683666,0.004685311,0.0001637927,0.000002967706,0.9542915,0.01580499,0.002933074,0.0003996906,0.002560537,0.001011412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943898,0.0003398267,0.00006191936,0.00001444991,0.0004459114,0.0003659492,0.000004929695,0.00009423697,0.004283007],"genre_scores_gemma":[0.9994835,0.000004176434,0.00009856853,0.00001856415,0.0001323424,0.000007864394,0.00003887378,0.0000350574,0.0001810562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05472553,"threshold_uncertainty_score":0.6658993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006505169000322328,"score_gpt":0.2395278002955443,"score_spread":0.2330226312952219,"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."}}