{"id":"W4407926306","doi":"10.18280/ijdne.200108","title":"Impact of Coral Recruitment on Ecosystem Sustainability in Sempu Island Nature Reserve, Indonesia","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Nature reserve; Coral; Ecosystem; Marine reserve; Environmental resource management; Ecology; Geography; Environmental science; Fishery; Biology; Fishing","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":[0.0003166886,0.0001455079,0.0001409172,0.0003623306,0.0003888905,0.0006048088,0.0002925575,0.0001579678,0.001311638],"category_scores_gemma":[0.0006537093,0.0001041088,0.0001179572,0.0004357126,0.0003329564,0.000311287,0.0007501034,0.0001610268,0.0001489702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007561201,"about_ca_system_score_gemma":0.00126528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349837,"about_ca_topic_score_gemma":0.04615162,"domain_scores_codex":[0.9998385,0.00004077889,0.00001634069,0.00002423428,0.00003875724,0.00004137108],"domain_scores_gemma":[0.9996464,0.00006245183,0.00009561716,0.00001603961,0.00005460064,0.0001248963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409927,0.0001227572,0.9526892,0.0001504846,0.00002293741,0.001398682,0.001135763,0.0008608999,0.003265516,0.0003148712,0.0005929865,0.03930496],"study_design_scores_gemma":[0.000003258768,0.0000660716,0.9952313,0.0000259581,0.00001300796,0.0002728345,0.001899662,0.001109852,0.0002442642,0.0001181359,0.001009695,0.000005815291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963104,0.0001483334,0.00008594573,0.00008668931,0.000003923552,0.000009472112,0.00008486839,0.000006565527,0.003263781],"genre_scores_gemma":[0.9987275,0.0001427375,0.0001549305,0.0000177671,0.000001800169,0.00001062997,0.00006160437,0.00000216533,0.0008807621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01349837,"threshold_uncertainty_score":0.02683961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232068448843909,"score_gpt":0.3007753678422028,"score_spread":0.2884546833537637,"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."}}