{"id":"W4210660720","doi":"10.4314/wiojms.v20i2.4","title":"Modelling spillover effects of a marine protected area in the Western Indian Ocean","year":2022,"lang":"en","type":"article","venue":"Western Indian Ocean Journal of Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cape Town; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Spillover effect; Abundance (ecology); Bay; Fishery; Oceanography; Fishing; Environmental science; Productivity; Geography; Marine protected area; Negative binomial distribution; Ecology; Biology; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001260178,0.000433048,0.0004920484,0.001055202,0.0003653353,0.00108659,0.0008183644,0.0005860955,0.00224598],"category_scores_gemma":[0.002917112,0.0003458981,0.0006785231,0.0006714787,0.0003974118,0.0006046388,0.001398233,0.0005252706,0.000118273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175128,"about_ca_system_score_gemma":0.001113659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06129742,"about_ca_topic_score_gemma":0.04629423,"domain_scores_codex":[0.9995828,0.0001972921,0.00002153759,0.00007697732,0.00003077248,0.00009063875],"domain_scores_gemma":[0.9978538,0.001371963,0.0003609665,0.00008545845,0.000152477,0.0001752023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003243877,0.0002469736,0.3848603,0.0001971715,0.0003744591,0.001404541,0.0004687697,0.5906419,0.001813255,0.004004525,0.0005340899,0.01512968],"study_design_scores_gemma":[0.0000353174,0.0004140401,0.165462,0.00009995024,0.0002885192,0.0002575155,0.001256974,0.8291749,0.000528268,0.001459759,0.0009833907,0.00003938356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943178,0.0002453393,0.003415787,0.0001216942,0.00001057995,0.00004784827,0.0002596462,0.00003750582,0.001543783],"genre_scores_gemma":[0.9983519,0.0001062962,0.001073811,0.000012267,0.000003876334,0.00001932103,0.0001093826,0.000003323025,0.0003197652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06129742,"threshold_uncertainty_score":0.1218812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064053066593401,"score_gpt":0.2055694474451146,"score_spread":0.1949289167791806,"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."}}