{"id":"W4225401830","doi":"10.54175/hsustain1020005","title":"Island Tourism: Vulnerable or Resistant to Overtourism?","year":2022,"lang":"en","type":"article","venue":"Highlights of Sustainability","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Popularity; Business; Mainland; Destinations; Action (physics); Mainland China; Geography; Political 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":[0.001160576,0.0002410165,0.0003976219,0.0009281222,0.002912804,0.005661202,0.0006979543,0.001778856,0.004217125],"category_scores_gemma":[0.002931741,0.0002149584,0.0003274816,0.0008561832,0.007231066,0.003642437,0.005087229,0.001732616,0.0006358409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299793,"about_ca_system_score_gemma":0.002014778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167763,"about_ca_topic_score_gemma":0.0173934,"domain_scores_codex":[0.9991609,0.0003591924,0.00003623455,0.00006627557,0.00009838634,0.000279103],"domain_scores_gemma":[0.998847,0.0001906421,0.0002605718,0.00006564249,0.0001536817,0.0004824786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001989735,0.0002232137,0.2637069,0.002004853,0.0002257912,0.01298401,0.4179824,0.0004054292,0.004362047,0.08558345,0.03077602,0.181547],"study_design_scores_gemma":[0.0000065399,0.0002074199,0.1377312,0.001369308,0.00008283154,0.005133415,0.7101261,0.0001958698,0.000390886,0.02228647,0.1224094,0.00006057236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861153,0.009485253,0.0009085506,0.09263679,0.0003973909,0.00005821522,0.000150812,0.00005943808,0.1101882],"genre_scores_gemma":[0.986317,0.006402174,0.0002817566,0.002185183,0.0001170425,0.00001719387,0.00004661164,0.00001792831,0.004615164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167763,"threshold_uncertainty_score":0.02321929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138665836951719,"score_gpt":0.2889895498048551,"score_spread":0.2751229661096832,"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."}}