{"id":"W4407129108","doi":"10.1371/journal.pbio.3003016","title":"Shallow seamounts are “oases” and activity hubs for pelagic predators in a large-scale marine reserve","year":2025,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Darwin Initiative; British Antarctic Survey; European Commission; New Zealand Government; National Geographic Society","keywords":"Seamount; Pelagic zone; Biology; Trophic level; Predation; Apex predator; Biomass (ecology); Tuna; Fishery; Ecology; Trophic cascade; Mesopelagic zone; Oceanography; Yellowfin tuna; Zooplankton; Food web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002718893,0.0001364728,0.0002621666,0.00006855131,0.0000901895,0.000004658185,0.0001982204,0.0002849328,0.0006313497],"category_scores_gemma":[0.000182943,0.0001183781,0.00003643399,0.0001438952,0.0002534598,0.00006543437,0.0008101076,0.0001684756,0.0000541426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792816,"about_ca_system_score_gemma":0.00001348799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005861915,"about_ca_topic_score_gemma":0.02450885,"domain_scores_codex":[0.9988123,0.0001550045,0.0001486515,0.0004589053,0.00003053436,0.0003945657],"domain_scores_gemma":[0.9995022,0.0001774072,0.00005219157,0.0002145906,0.000007656576,0.00004599012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000264188,0.0002219113,0.9916069,0.00002323739,0.00002259327,0.000003608553,0.00004939016,0.000004279435,0.005206905,0.0004231059,0.0006287665,0.0015451],"study_design_scores_gemma":[0.0009905634,0.0002161078,0.9820777,0.000007968825,0.00001916108,0.000003780671,0.00004916118,0.001275614,0.001582878,0.005104297,0.008535475,0.0001372748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915762,0.00004156006,0.0001212573,0.001286508,0.0001368415,0.0004002825,0.0000532,0.00002783712,0.006356347],"genre_scores_gemma":[0.9972773,0.00003700835,0.0003719009,0.0005012387,0.00002329026,0.0001218355,0.00004873226,0.000006165239,0.001612579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02392266,"threshold_uncertainty_score":0.9932913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164455758416131,"score_gpt":0.2564269968784695,"score_spread":0.2447824392943082,"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."}}