{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002326525,0.0002993054,0.0002009009,0.001970101,0.0002080362,0.001403875,0.0001444573,0.0003228204,0.0053787],"category_scores_gemma":[0.0007338431,0.00008411218,0.0003597541,0.005078001,0.0005537136,0.0008843641,0.0009255378,0.000508572,0.0004474532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111119,"about_ca_system_score_gemma":0.0006297394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02080828,"about_ca_topic_score_gemma":0.02294764,"domain_scores_codex":[0.999853,0.00002930138,0.00000744778,0.00001931328,0.00004714186,0.0000437704],"domain_scores_gemma":[0.9996303,0.00005901897,0.0001053746,0.00001858698,0.0001120309,0.00007468506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226075,0.0001954925,0.7123421,0.00132057,0.0009194089,0.002641511,0.001257223,0.04097679,0.004401559,0.05992493,0.02649893,0.1482953],"study_design_scores_gemma":[0.00001134832,0.0000791739,0.9523521,0.0001891391,0.0001172888,0.0003598625,0.00170414,0.00308363,0.0002768115,0.00630957,0.03549792,0.00001906546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835387,0.01091645,0.0005366525,0.004765111,0.0002295014,0.00001651922,0.008867962,0.00004140762,0.09108765],"genre_scores_gemma":[0.9901149,0.004943188,0.00009704161,0.00009048051,0.00007237219,0.000004749533,0.001806051,0.00001304657,0.002858076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080828,"threshold_uncertainty_score":0.04137433,"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."}}