{"id":"W215930248","doi":"","title":"MANAGEMENT COMPETENCIES:ARE THEY RELATED TO HOTEL PERFORMANCE?","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Index (typography); Business; Marketing; Performance management; Performance measurement; Hotel management; Operations management; Engineering; Computer science; Geography; Tourism","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000844243,0.0001570576,0.0001436304,0.0002591191,0.0003787891,0.0002125978,0.0003243694,0.00005247606,0.0001376951],"category_scores_gemma":[0.00001171075,0.0001411374,0.00008178015,0.0003563209,0.000009747806,0.0007428942,0.00002527272,0.0007044022,0.0008598457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468232,"about_ca_system_score_gemma":0.0001065266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005643637,"about_ca_topic_score_gemma":0.000122927,"domain_scores_codex":[0.9979391,0.000009386672,0.0002688058,0.0001877336,0.0002682581,0.001326711],"domain_scores_gemma":[0.9995627,0.000004492636,0.0001588222,0.0001747492,0.00007543802,0.00002384273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001909395,0.0004229351,0.01973844,0.00004751582,0.0002161353,0.00002395909,0.0007374966,0.0006286802,0.0000930254,0.5794916,0.001137091,0.3972722],"study_design_scores_gemma":[0.000945451,0.0001822736,0.4164043,0.0001252801,0.00009661135,0.00007014495,0.007244896,0.0003982474,0.00002011075,0.5453745,0.02860022,0.0005379963],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508721,0.000177607,0.00009298963,0.004096936,0.0003001325,0.0001760618,1.177643e-7,0.00007756145,0.04420653],"genre_scores_gemma":[0.9945733,0.0005641063,0.00006017994,0.001183539,0.00052105,0.000004286776,0.00000614143,0.00001553394,0.003071849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3967342,"threshold_uncertainty_score":0.9999181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005592022233554767,"score_gpt":0.2081331999948412,"score_spread":0.2025411777612865,"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."}}