{"id":"W4206027170","doi":"10.3390/tourhosp3010003","title":"The Elusive Search for Talent: Skill Gaps in the Canadian Luxury Hotel Sector","year":2022,"lang":"en","type":"article","venue":"Tourism and Hospitality","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hospitality; Marketing; Business; Hospitality industry; Point (geometry); Advertising; Public relations; Tourism; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003700777,0.0002134817,0.0003537983,0.002603502,0.01318176,0.004529771,0.001630024,0.0005775894,0.005072894],"category_scores_gemma":[0.01135252,0.0002258244,0.0001852196,0.003545951,0.004375832,0.00212846,0.004054929,0.00128564,0.0002295708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0422478,"about_ca_system_score_gemma":0.1124588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9704193,"about_ca_topic_score_gemma":0.9864891,"domain_scores_codex":[0.9958794,0.000500386,0.0001108203,0.0002115309,0.001398727,0.001899113],"domain_scores_gemma":[0.9895509,0.002057035,0.001069251,0.0002191638,0.003036375,0.004067267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001658384,0.0002224739,0.4458517,0.000493855,0.00003130136,0.001884721,0.3647911,0.0004986204,0.0009211969,0.01815536,0.01987217,0.1471117],"study_design_scores_gemma":[0.000004788737,0.00003109599,0.4241967,0.0003705803,0.000007554454,0.0001180714,0.5503638,0.000643375,0.0001346696,0.001638939,0.02245686,0.00003344884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751319,0.0006866944,0.0001949074,0.005138769,0.00002999236,0.00003759733,0.0001603297,0.000009457778,0.01861027],"genre_scores_gemma":[0.9977063,0.0003022098,0.0001540979,0.0002883552,0.000003124789,0.000008053617,0.00005200042,0.00000361607,0.001482182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9577522,"threshold_uncertainty_score":0.3065307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375428629003775,"score_gpt":0.2391883313839335,"score_spread":0.2254340450938958,"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."}}