{"id":"W2309792016","doi":"10.5539/hes.v6n2p30","title":"Towards an Integrated Approach to Cabin Service English Curriculum Design: A Case Study of China Southern Airlines’ Cabin Service English Training Course","year":2016,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Crew; Curriculum; China; Service (business); Needs analysis; Engineering; Medical education; Aeronautics; Engineering management; Pedagogy; Psychology; Business; Mathematics education; Marketing; Political science; 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":[0.0006761687,0.0003622745,0.0005007466,0.0001942371,0.0005242908,0.0001454438,0.0002711435,0.0000660688,0.0004840926],"category_scores_gemma":[0.0001457298,0.0002428633,0.00005943286,0.0002744207,0.00007150802,0.0003462603,0.0000817209,0.0002585885,0.00002408704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009486905,"about_ca_system_score_gemma":0.0002135661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517981,"about_ca_topic_score_gemma":0.008060526,"domain_scores_codex":[0.997834,0.0005229647,0.0004881395,0.0005255554,0.0002816138,0.0003477797],"domain_scores_gemma":[0.9968579,0.0001388899,0.0002515002,0.0004368754,0.002166652,0.0001481951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002356394,0.001885217,0.001248237,0.0000919002,0.0002758399,0.00001251129,0.9834468,0.0001616331,0.000009839301,0.0007785055,0.001467714,0.01059829],"study_design_scores_gemma":[0.0007824881,0.0002550782,0.0008912366,0.0001495481,0.0001840472,0.00001657033,0.9794914,0.00005130921,0.000005208142,0.00001838833,0.01779461,0.0003601375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992344,0.0006919691,0.00006864828,0.0004346355,0.002312144,0.0005842388,0.00003815138,0.000297318,0.00322893],"genre_scores_gemma":[0.9914075,0.000003048563,0.0006694787,0.0007545164,0.001995996,0.0003055008,0.00002426042,0.00006011928,0.004779583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711929,"threshold_uncertainty_score":0.9903679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08678358545228945,"score_gpt":0.3212564900243913,"score_spread":0.2344729045721019,"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."}}