{"id":"W4225405704","doi":"10.24043/isj.384","title":"Determinants of tourism attractiveness for Taiwan’s offshore islands","year":2022,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attractiveness; Tourism; Submarine pipeline; Promotion (chess); Analytic hierarchy process; Business; Geography; Hierarchy; Marketing; Regional science; Economic geography; Political science; Engineering; Operations research; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00142983,0.00009387868,0.0002725,0.0001144883,0.001908307,0.00003400394,0.0002442533,0.00002228006,0.0002361615],"category_scores_gemma":[0.0001032158,0.00008091095,0.0001158602,0.0001420596,0.0001021105,0.0001075275,0.0001520007,0.0001437755,0.000001117377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153807,"about_ca_system_score_gemma":0.0001464711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003065831,"about_ca_topic_score_gemma":0.0007899621,"domain_scores_codex":[0.9987009,0.0001271644,0.0002940509,0.0001242679,0.0004624978,0.0002911607],"domain_scores_gemma":[0.9993436,0.0001164252,0.0002493788,0.00006893574,0.0001707321,0.00005095535],"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":[0.000650327,0.000416828,0.2139071,0.0001461098,0.0009097988,0.0002193492,0.2614699,0.0001293776,0.00004322585,0.002216024,0.4189113,0.1009806],"study_design_scores_gemma":[0.001323148,0.0002293758,0.01705657,0.00003383599,0.00008743825,0.00001691435,0.1235468,0.00002225585,0.00005120991,0.004877858,0.852533,0.0002216336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965858,0.003548832,0.000623557,0.003249526,0.003858832,0.0007376095,0.00005540569,0.00003138254,0.02203682],"genre_scores_gemma":[0.9891151,0.0008179098,0.0002327398,0.00007116497,0.0004765436,0.00006984991,0.00000158567,0.00000892443,0.009206204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4336217,"threshold_uncertainty_score":0.9993911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342261462959888,"score_gpt":0.3631117349360116,"score_spread":0.3096891203064127,"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."}}