{"id":"W4309529817","doi":"10.1079/tourism.2022.0035","title":"Tourism Development and Environmental Commitment in Hurghada and El Gouna on Egypt’s Red Sea coast","year":2022,"lang":"en","type":"article","venue":"Tourism Cases","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Tourism; Coral reef; Great barrier reef; Tourist destinations; Geography; Sea coast; Destinations; CLARITY; Oceanography; Reef; Fishery; Environmental protection; Geology; Biology; 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":[0.0003017555,0.0001388241,0.00009601888,0.001071621,0.002532462,0.001212804,0.0003494494,0.0005027209,0.00369385],"category_scores_gemma":[0.0005937495,0.00008645775,0.0001330131,0.001791947,0.001502407,0.0003840566,0.001479884,0.0005150514,0.0001710203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0049938,"about_ca_system_score_gemma":0.002012066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2249545,"about_ca_topic_score_gemma":0.4581862,"domain_scores_codex":[0.9996287,0.00006182748,0.0000108454,0.00001171432,0.00004391577,0.0002429928],"domain_scores_gemma":[0.9996578,0.00005288372,0.00008521284,0.000009939741,0.0000654859,0.0001286447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000224685,0.0006245944,0.7946503,0.0001937932,0.00005424224,0.04499231,0.09704637,0.001520711,0.001590322,0.01688578,0.008728032,0.03348894],"study_design_scores_gemma":[0.00001239603,0.00007269182,0.5810141,0.00009517281,0.00001278989,0.001507654,0.4006081,0.0003394742,0.0002881305,0.0003155551,0.01571848,0.00001548085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921672,0.00006755372,0.000004633917,0.0002721216,0.0000024799,0.000004333599,0.00002127649,6.219863e-7,0.007459712],"genre_scores_gemma":[0.9975345,0.0001611291,0.00001552955,0.00004050069,0.000002140689,0.000003973144,0.00003546676,5.019147e-7,0.002206256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2249545,"threshold_uncertainty_score":0.4472902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102632713256584,"score_gpt":0.1988565006913034,"score_spread":0.188593229365645,"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."}}