{"id":"W1981426466","doi":"10.5539/elt.v4n3p44","title":"Analyzing the Training and Internship Needs Assessment of Verbal Communication Skills amongst Hotel Practitioners","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internship; Psychology; Hospitality; Hospitality industry; Nonverbal communication; Curriculum; Medical education; Hotel management; Communication skills; Training (meteorology); Function (biology); Pedagogy; Tourism","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":[0.001409159,0.0001009888,0.0001265784,0.0001585999,0.0002393858,0.0001639359,0.000226309,0.00004530751,0.0000800585],"category_scores_gemma":[0.000496181,0.0000830364,0.00004434175,0.0001692548,0.00006790398,0.001166193,0.0001116453,0.0003767682,0.000002416994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522681,"about_ca_system_score_gemma":0.00001493236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594429,"about_ca_topic_score_gemma":0.0001168706,"domain_scores_codex":[0.9993328,0.00007595726,0.0002168787,0.0001151587,0.0001213091,0.0001378487],"domain_scores_gemma":[0.9992654,0.0001239417,0.0002763198,0.0002754295,0.0000482995,0.00001064591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008741573,0.0003056543,0.1836592,0.0001059167,0.00009997591,0.000003586309,0.7278143,0.0000166039,0.0001967532,0.05115414,0.0003679561,0.03626712],"study_design_scores_gemma":[0.0005261415,0.00002172436,0.2136555,0.0002570848,0.0001455505,0.000002071542,0.7793868,0.001486472,0.0001116893,0.001365691,0.00270722,0.0003341288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337428,0.0001226158,0.00112333,0.0001613772,0.0002052392,0.0001185241,0.000001126229,0.00006876219,0.06445621],"genre_scores_gemma":[0.9977707,0.00000986728,0.001455763,0.000156701,0.0004863926,0.000011058,0.00004115773,0.00001475452,0.00005362922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06440258,"threshold_uncertainty_score":0.3922017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951364151385928,"score_gpt":0.2714542010647503,"score_spread":0.2519405595508911,"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."}}