{"id":"W4400877758","doi":"10.1007/978-3-031-60709-7_1","title":"Tourism Trends: Current Challenges for Tourism Destinations Management","year":2024,"lang":"en","type":"book-chapter","venue":"Tourism, hospitality & event management","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Business; Tourist destinations; Destinations; Current (fluid); Hospitality management studies; Marketing; Regional science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009642871,0.0006061687,0.0004673532,0.001658562,0.002038156,0.01016058,0.001135773,0.001594423,0.02460974],"category_scores_gemma":[0.0009601922,0.000256808,0.0004505539,0.004983946,0.001184625,0.005422411,0.00221923,0.002886205,0.006280839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167792,"about_ca_system_score_gemma":0.004568745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067165,"about_ca_topic_score_gemma":0.02735468,"domain_scores_codex":[0.9996964,0.00006120375,0.00001648581,0.00003064421,0.0001445606,0.00005080811],"domain_scores_gemma":[0.999534,0.0001201923,0.00003036353,0.00001387807,0.0001643872,0.0001371319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001152176,0.00004258394,0.000709641,0.001639533,0.000009402032,0.0001607329,0.002667855,0.0005951537,0.0001946825,0.1033349,0.5057046,0.3849295],"study_design_scores_gemma":[0.000001271729,0.000008170097,0.0006115206,0.0007067377,0.000002677374,0.00009929296,0.004131902,0.0001486378,0.0000189391,0.008834179,0.9854292,0.000007424811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.007146479,0.3745614,0.003708492,0.1551172,0.01702196,0.0001086584,0.0008348596,0.0004240519,0.441077],"genre_scores_gemma":[0.03577742,0.6082623,0.008782614,0.01107153,0.007209199,0.0001283967,0.001676596,0.0003256186,0.3267664],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02460974,"threshold_uncertainty_score":0.08232778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05691781054430903,"score_gpt":0.359463885603943,"score_spread":0.3025460750596339,"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."}}