{"id":"W2944617101","doi":"10.24043/isj.84","title":"Tourism demand and migration nexus in Small Island Developing States (SIDS): applying the tourism demand model in the Pacific region","year":2019,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Nexus (standard); Tourism; Small Island Developing States; Economic geography; Small island; Regional science; Geography; Economics; Business; Economy; Climate change; Oceanography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002482263,0.0002104879,0.0003364802,0.0001575895,0.001590163,0.0003155053,0.0002397538,0.00008544818,0.000003431075],"category_scores_gemma":[0.0001532688,0.0001187636,0.00005860426,0.0003026467,0.000205711,0.0002950033,0.00006618643,0.0004243288,0.000002584445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043949,"about_ca_system_score_gemma":0.0001062782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846622,"about_ca_topic_score_gemma":0.2167448,"domain_scores_codex":[0.9979781,0.0004985913,0.000459221,0.0002526591,0.0003566766,0.0004547881],"domain_scores_gemma":[0.9988841,0.0005648142,0.0002354755,0.0001361175,0.0001368454,0.00004259669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003731411,0.00002493258,0.1573777,0.00003362955,0.00007964005,0.0000501322,0.8272694,0.001970798,0.000003875065,0.00105351,0.01089748,0.001201621],"study_design_scores_gemma":[0.003768137,0.000199008,0.1865555,0.0007783735,0.0001482664,0.0001570386,0.5722438,0.01928315,0.00001162465,0.1832921,0.03256577,0.0009972625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735594,0.01208974,0.003611468,0.008354042,0.000298265,0.0006973082,0.000001991002,0.00001374335,0.001373983],"genre_scores_gemma":[0.9669685,0.03120188,0.0001341805,0.0002530566,0.0004373986,0.00006730573,0.000001589225,0.0000104871,0.0009255631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550256,"threshold_uncertainty_score":0.9997096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557937095689651,"score_gpt":0.2886646056409122,"score_spread":0.2530852346840157,"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."}}