{"id":"W3013653915","doi":"10.1111/acv.12572","title":"Marine hotspots of activity inform protection of a threatened community of pelagic species in a large oceanic jurisdiction","year":2020,"lang":"en","type":"article","venue":"Animal Conservation","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Dalhousie University","funders":"South African Agency for Science and Technology Advancement; Natural Environment Research Council; Sight Research UK","keywords":"Threatened species; Pelagic zone; Marine protected area; Exclusive economic zone; Biodiversity; Geography; Marine reserve; Marine conservation; Fishery; Trophic level; Ecology; Biodiversity hotspot; Biology; Habitat; Fishing","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":[0.0002527015,0.00006170241,0.0001517392,0.00003331494,0.0000448188,0.000001507861,0.0000805523,0.00007504382,0.0003449462],"category_scores_gemma":[0.00006499302,0.00006194942,0.00003223615,0.0003215451,0.0001154382,0.0002640991,0.0001076081,0.0001643978,0.00000676103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004927507,"about_ca_system_score_gemma":0.00001472993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077014,"about_ca_topic_score_gemma":0.002194381,"domain_scores_codex":[0.9994127,0.00008792392,0.0002308164,0.00007518294,0.0001114614,0.00008196304],"domain_scores_gemma":[0.999607,0.00002967796,0.0002309923,0.00009199878,0.00002172132,0.00001858867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000398235,0.0001797971,0.7871691,0.00003330805,0.000003290106,3.479371e-7,0.0007136154,0.000005288032,0.2108508,0.00003471009,0.000008246997,0.0006032172],"study_design_scores_gemma":[0.0004184525,0.000774828,0.9488322,0.000009596517,0.00001276957,8.792953e-7,0.0002096067,0.0006011049,0.04899726,0.00008358599,0.00001497132,0.00004473679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986062,0.000001157971,0.00009756768,0.0002731868,0.00001045027,0.0002688253,0.00001023341,0.00001065016,0.0007217409],"genre_scores_gemma":[0.9997994,0.000004523579,0.00009406698,0.0000568216,0.000003659924,0.000007316741,0.000007481293,0.000003322552,0.00002345851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618536,"threshold_uncertainty_score":0.3776919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443908196077823,"score_gpt":0.2448002435163635,"score_spread":0.2004094239085812,"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."}}