{"id":"W4322767964","doi":"10.1080/13504509.2023.2183527","title":"Sustainable tourism in practice: synthesizing sustainability assessment of global tourism destinations","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development & World Ecology","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Tourism; Business; Sustainability organizations; Grassroots; Social sustainability; Destinations; Environmental planning; Sustainability science; Environmental economics; Environmental resource management; Sustainable tourism; Political science; Economics; Geography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009188374,0.000204411,0.0004613817,0.00187792,0.0004638648,0.0002249915,0.001424029,0.0001475541,0.000372742],"category_scores_gemma":[0.01291326,0.0002241883,0.0001401197,0.002545162,0.0003802502,0.001679292,0.0007179255,0.0005330886,0.00001544505],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01034752,"about_ca_system_score_gemma":0.01165388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287215,"about_ca_topic_score_gemma":0.002470699,"domain_scores_codex":[0.9946632,0.0007406839,0.00121012,0.0003235089,0.001833055,0.001229375],"domain_scores_gemma":[0.9887884,0.001789982,0.0009228254,0.0001863214,0.008073241,0.0002392903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002818503,0.001214652,0.2510755,0.0001462904,0.0005260963,0.06242102,0.004955615,0.00430703,0.000009666705,0.6562701,0.01331293,0.005479177],"study_design_scores_gemma":[0.001348189,0.0001261349,0.5233481,0.00007748565,0.00003882557,0.00004161165,0.3071249,0.0001010995,0.00006007823,0.05074596,0.1166918,0.0002958777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509908,0.0001052741,0.0004478394,0.05867485,0.001037971,0.001133311,0.000004517562,0.0000796787,0.08752571],"genre_scores_gemma":[0.9761337,0.0001228942,0.005570736,0.0001246735,0.0002547724,0.0000491242,0.000005257245,0.00001666752,0.01772218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6055242,"threshold_uncertainty_score":0.9954014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757117896013674,"score_gpt":0.3875320859258813,"score_spread":0.3699609069657446,"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."}}