{"id":"W4408307953","doi":"10.3727/108354224x17275202230569","title":"Envisioning a Sustainable, Resilient Tourism Future","year":2025,"lang":"en","type":"article","venue":"Tourism Analysis","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Tourism; Sustainability; Coronavirus disease 2019 (COVID-19); Workforce; Public relations; Thematic analysis; Product (mathematics); Business; Sustainable tourism; Pandemic; Tourism geography; Sustainable development; Marketing; Political science; Sociology; Qualitative research; Social science","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":[0.006818593,0.0003965964,0.0003632168,0.002766912,0.003937443,0.01433983,0.0009694,0.003094572,0.00465728],"category_scores_gemma":[0.003687236,0.0002501593,0.0006537314,0.002309157,0.004640557,0.01291179,0.006803049,0.003097888,0.001108972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187313,"about_ca_system_score_gemma":0.01468379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005992457,"about_ca_topic_score_gemma":0.01545002,"domain_scores_codex":[0.9974126,0.001451781,0.0001023087,0.0001657599,0.0004091864,0.0004584222],"domain_scores_gemma":[0.9966555,0.001189074,0.0003186688,0.0001461811,0.0007968191,0.0008937484],"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":[0.0001131792,0.0001558276,0.01571358,0.005144856,0.0002219259,0.001942428,0.04854041,0.003876716,0.00273293,0.6126452,0.108469,0.2004439],"study_design_scores_gemma":[0.000009820193,0.0001066908,0.007715102,0.003504081,0.00005417629,0.0007983478,0.2033205,0.001747922,0.0005757404,0.2013352,0.5807432,0.00008918312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1560361,0.08589128,0.03844528,0.4490122,0.002922483,0.0004309865,0.001396657,0.0003925078,0.2654726],"genre_scores_gemma":[0.8523034,0.07750706,0.03394293,0.02031785,0.0006872001,0.0003111299,0.000820917,0.00009742041,0.01401205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01433983,"threshold_uncertainty_score":0.03606057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007139535955150898,"score_gpt":0.3191524449707606,"score_spread":0.3120129090156097,"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."}}