{"id":"W4417212588","doi":"10.18280/ijsdp.201017","title":"Macroinvertebrate Diversity and Tourism Impacts in Coral Reef Ecosystems: Comparative Analysis and Sustainable Management Implications from Tabuhan Island and Bangsring Underwater Beach, Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coral reef; Tourism; Diversity (politics); Underwater; Sustainable management; Reef; Coral; Sustainable tourism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002041603,0.0001909779,0.0001890186,0.0006467412,0.0003926664,0.0004256541,0.0001813163,0.0001418973,0.0006172677],"category_scores_gemma":[0.0002659692,0.0001347865,0.0002771063,0.0008412356,0.0003983881,0.0002732122,0.0004417039,0.0001825519,0.00008085044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004257677,"about_ca_system_score_gemma":0.0004467093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0278015,"about_ca_topic_score_gemma":0.09655249,"domain_scores_codex":[0.9999012,0.0000194971,0.00001253221,0.00002400298,0.00001864376,0.00002415292],"domain_scores_gemma":[0.9998086,0.00003203996,0.00004889444,0.00001104021,0.00002784104,0.00007161962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007450625,0.00006639818,0.9880215,0.00004793024,0.00005339143,0.0003540914,0.002190333,0.0000807162,0.001560712,0.00003915352,0.00008130652,0.00742996],"study_design_scores_gemma":[8.805011e-7,0.0000210551,0.9980537,0.000003965784,0.000007711509,0.00009606143,0.001606712,0.00007697113,0.00004166819,0.000007457114,0.00008226615,0.000001715805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995967,0.00005138273,0.00001921852,0.000009812338,8.112142e-7,0.000002569874,0.00005424356,5.038788e-7,0.000264906],"genre_scores_gemma":[0.9995402,0.00008512468,0.0000905307,0.000008946597,0.000001297787,0.00000544432,0.0001199157,6.626906e-7,0.0001478696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0278015,"threshold_uncertainty_score":0.05527937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335256704512396,"score_gpt":0.2439727147105086,"score_spread":0.2306201476653846,"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."}}