{"id":"W4401566411","doi":"10.2139/ssrn.4925288","title":"Global Economic Impact of Scuba Dive Tourism","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Tourism; Scuba diving; Economic impact analysis; Business; Geography; Economics; Oceanography; Geology; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00309892,0.0002961986,0.0004310639,0.0002194139,0.0002814312,0.0002651601,0.0008292639,0.0002693199,0.0003834366],"category_scores_gemma":[0.00004006391,0.0002647282,0.000687342,0.000158459,0.0001464394,0.00009648626,0.0008573116,0.002177208,0.0001495314],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01688545,"about_ca_system_score_gemma":0.02859832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01287205,"about_ca_topic_score_gemma":0.02760246,"domain_scores_codex":[0.9962323,0.0001611186,0.0005083734,0.0003674465,0.0004578235,0.002272966],"domain_scores_gemma":[0.9990898,0.00002924094,0.0004122827,0.0002247783,0.00007925935,0.0001645999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001126166,0.00009736649,0.004341042,0.00008896535,0.004598103,0.00005891737,0.006322811,0.002225239,0.000002966504,0.8582175,0.05740194,0.06653254],"study_design_scores_gemma":[0.0002429903,0.00008895185,0.001672429,0.0001047132,0.0001963418,0.00001436255,0.002462706,0.00004967402,0.000001325148,0.9862301,0.008605595,0.0003308023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436478,0.01495815,0.0008579072,0.004787479,0.005607436,0.0009415268,0.00007794205,0.0001726702,0.1289491],"genre_scores_gemma":[0.9695906,0.0169124,0.00006338806,0.00001616615,0.00171265,0.00001120257,0.00001041739,0.00002478315,0.0116584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1280126,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069459484417031,"score_gpt":0.3211285042039076,"score_spread":0.3104339093597374,"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."}}