{"id":"W4309007273","doi":"10.1017/cft.2022.5","title":"Impacts of tourism on coastal areas","year":2022,"lang":"en","type":"article","venue":"Cambridge Prisms Coastal Futures","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Australian Research Council","keywords":"Tourism; Coastal management; Livelihood; Context (archaeology); Geography; Sustainable tourism; Environmental resource management; Integrated coastal zone management; Tourism geography; Panacea (medicine); Environmental planning; Economic impact analysis; Ecotourism; Business; Agriculture; Economics; Coastal zone; Ecology","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":[0.001071361,0.0003943103,0.0003811973,0.003739303,0.000517634,0.003860595,0.0003728651,0.0004660009,0.01598707],"category_scores_gemma":[0.003748222,0.0001113722,0.0008501869,0.006230506,0.0004765184,0.0009337194,0.001974365,0.0006087564,0.001105113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322496,"about_ca_system_score_gemma":0.002166944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396065,"about_ca_topic_score_gemma":0.01649749,"domain_scores_codex":[0.9989315,0.0003964898,0.0001014089,0.00005858698,0.0004174047,0.00009462572],"domain_scores_gemma":[0.9970359,0.001273298,0.0005298962,0.00006298417,0.0008693028,0.0002287292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005085954,0.0002128017,0.06308201,0.132478,0.002227877,0.006091631,0.006656718,0.006421423,0.003471488,0.01745887,0.1160635,0.6453271],"study_design_scores_gemma":[0.00005866662,0.0004786626,0.2005163,0.074497,0.001945418,0.003329253,0.03524242,0.001202445,0.001698031,0.01115745,0.6697519,0.0001225775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1804258,0.5202342,0.001301277,0.01683662,0.003484745,0.0002743676,0.009785696,0.00009977141,0.2675576],"genre_scores_gemma":[0.5822302,0.3935182,0.001082764,0.002575389,0.0006617939,0.00009780954,0.002357122,0.00003741684,0.01743939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01598707,"threshold_uncertainty_score":0.05348206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317541494484292,"score_gpt":0.2643166476407139,"score_spread":0.251141232695871,"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."}}