{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732015,0.000126092,0.0001184344,0.002094193,0.0005089869,0.0006303657,0.0003027089,0.0001780133,0.001671681],"category_scores_gemma":[0.001341379,0.0001032751,0.00009298832,0.001176858,0.0002867947,0.0003284778,0.001004478,0.0001358481,0.0000814351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477154,"about_ca_system_score_gemma":0.0004144101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06905615,"about_ca_topic_score_gemma":0.2379655,"domain_scores_codex":[0.9998807,0.00002700042,0.000009052601,0.00003259298,0.00002003522,0.00003064887],"domain_scores_gemma":[0.9989059,0.0002301927,0.0005009894,0.00006575833,0.000115475,0.0001816361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001879967,0.00001144236,0.993321,0.00001514994,0.00001688957,0.00003579309,0.0004552912,0.0001538045,0.0006170567,0.00003224723,0.0001838171,0.005138823],"study_design_scores_gemma":[4.877988e-7,0.000009449046,0.9981493,0.000008148959,0.000004836721,0.00003152336,0.001078594,0.0004280837,0.00006159413,0.00002141039,0.0002047337,0.000001887117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989035,0.00005440352,0.0001574874,0.00002462294,0.000001308083,0.000009776187,0.0002628885,0.000006657955,0.0005793506],"genre_scores_gemma":[0.9992965,0.00003072762,0.0003753329,0.000006799259,0.000001495286,0.000008532184,0.0001887591,0.000001220259,0.00009054585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06905615,"threshold_uncertainty_score":0.1373084,"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."}}