{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001963024,0.0001370687,0.0003233245,0.00009628428,0.002671894,0.00003319157,0.0003828788,0.00005416691,0.001905218],"category_scores_gemma":[0.0006257096,0.0001047178,0.0001086478,0.0006552183,0.0002220111,0.00009990492,0.0002734789,0.0002011544,0.000004923829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006543476,"about_ca_system_score_gemma":0.0006297471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004656,"about_ca_topic_score_gemma":0.008128343,"domain_scores_codex":[0.9975456,0.000618887,0.0003363376,0.0003650034,0.0005930145,0.0005411287],"domain_scores_gemma":[0.9986504,0.0003405403,0.0001057887,0.0003915385,0.0003571633,0.0001545792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002961815,0.0005696742,0.002055852,0.0002641741,0.00009627252,0.0003555088,0.1469686,0.0005230171,0.00004453344,0.3412262,0.5024781,0.002456238],"study_design_scores_gemma":[0.0002674447,0.0003304338,0.0008468954,0.000003491537,0.00001257274,6.042414e-7,0.1376542,0.00000587943,0.00003970194,0.01331084,0.8473643,0.0001635563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5644932,0.0003910824,0.0002845285,0.0706312,0.001342978,0.002373539,0.0001930934,0.0001917993,0.3600986],"genre_scores_gemma":[0.9447081,0.0000369287,0.0001179121,0.00010031,0.0001711743,0.0001068596,0.000003411319,0.000009707944,0.0547456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802149,"threshold_uncertainty_score":0.9990072,"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."}}