{"id":"W2998266526","doi":"10.5539/jsd.v13n1p10","title":"Tourism Impact on Marine Ecosystems in the North of Red Sea","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coral reef; Marine ecosystem; Seagrass; Tourism; Mangrove ecosystem; Marine habitats; Ecosystem; Geography; Fishery; Mangrove; Environmental issues with coral reefs; Oceanography; Habitat; Ecology; Biology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009523619,0.0001290321,0.0002986319,0.0001091377,0.00005565821,0.00001726777,0.0002945286,0.00002665674,0.0004387518],"category_scores_gemma":[0.00003701541,0.0000699274,0.00008020742,0.0003286726,0.00001599123,0.0001546881,0.0002702217,0.0001636555,0.00004443025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006506516,"about_ca_system_score_gemma":0.00008871855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579362,"about_ca_topic_score_gemma":0.0004757242,"domain_scores_codex":[0.9985334,0.00006490335,0.0005414922,0.0001068531,0.0004638272,0.0002895695],"domain_scores_gemma":[0.9993171,0.00006712117,0.0003644743,0.0001443397,0.00005691178,0.00005002683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200627,0.0001403455,0.987721,0.00008024192,0.00003903687,0.0002418706,0.001187739,0.0007346308,0.00003837603,0.00003327048,0.007882142,0.001781253],"study_design_scores_gemma":[0.0004713263,0.0003016711,0.9622228,0.00003706966,0.000005160768,0.00004256723,0.002638915,0.00003343369,0.00008714141,0.0001045275,0.03396506,0.00009029719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857219,0.00002346066,0.000002992123,0.0002891513,0.0001156935,0.0003179448,5.313257e-7,0.00000241165,0.01352593],"genre_scores_gemma":[0.9963297,0.00002109806,0.00008744987,0.00004433787,0.00003439304,0.000006797206,0.000001253773,0.00000624574,0.003468673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608292,"threshold_uncertainty_score":0.4804025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005761516400715892,"score_gpt":0.2041895502715654,"score_spread":0.1984280338708495,"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."}}