{"id":"W2060923377","doi":"10.1108/09596110310470284","title":"International hotel managers and key Caribbean challenges","year":2003,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Expatriate; Tourism; Work (physics); Context (archaeology); Hospitality; Key (lock); Business; Marketing; Public relations; Caribbean region; Face (sociological concept); Destinations; Political science; Sociology; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002411632,0.0001414243,0.000203424,0.0004315332,0.0001248039,0.0003133927,0.001058246,0.00006241049,0.0002393795],"category_scores_gemma":[0.000321578,0.0001421981,0.0001449226,0.00009612348,0.0002748685,0.001060554,0.0002067337,0.0002086025,0.00001815135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336635,"about_ca_system_score_gemma":0.0001213914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002914759,"about_ca_topic_score_gemma":0.00003265573,"domain_scores_codex":[0.9969769,0.0002804951,0.0004714474,0.0002325415,0.001807746,0.0002309382],"domain_scores_gemma":[0.9985576,0.00009896445,0.0003684741,0.000161055,0.000608319,0.0002055591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448126,0.0003834289,0.00842919,0.00002929715,0.001799072,0.003018148,0.004283461,0.00001767425,0.000007406518,0.9242647,0.01917314,0.03844967],"study_design_scores_gemma":[0.001630108,0.0001234115,0.01951201,0.0001069188,0.00003316998,0.00001796143,0.04826025,0.000008742192,0.00004245142,0.02547384,0.9045348,0.0002563647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03846014,0.001737771,0.000322568,0.0339598,0.003063488,0.0002654761,0.00000954663,0.00002887917,0.9221523],"genre_scores_gemma":[0.9891356,0.006633526,0.001206271,0.0002009255,0.0003916287,0.000004237723,0.000002760185,0.00001248577,0.002412618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9506754,"threshold_uncertainty_score":0.579867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248955928262015,"score_gpt":0.3320601267013763,"score_spread":0.2895705674187561,"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."}}