{"id":"W2908229939","doi":"10.1111/ddi.12860","title":"Abundance and species diversity hotspots of tracked marine predators across the North American Arctic","year":2018,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Memorial University of Newfoundland; Government of Northwest Territories; University of Windsor; Alberta Environment and Protected Areas; Acadia University; University of Alberta; Carleton University; Fisheries and Oceans Canada; Environment and Climate Change Canada; University of British Columbia; University of Manitoba","funders":"Institut Polaire Français Paul Emile Victor; Natural Sciences and Engineering Research Council of Canada; W. Garfield Weston Foundation; World Wildlife Fund; University of Alberta; Agence Nationale de la Recherche; ArcticNet; Fisheries Joint Management Committee; Fisheries and Oceans Canada; Environment and Climate Change Canada; Aarhus Universitet; Quark Expeditions; Pinngortitaleriffik; Pew Charitable Trusts","keywords":"Ecology; Abundance (ecology); Arctic; Geography; Macroecology; Predation; Species diversity; Biodiversity; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003752509,0.0001853742,0.0002361491,0.001989844,0.0008153978,0.0005627027,0.0002773439,0.0001821425,0.0008575726],"category_scores_gemma":[0.0005511332,0.0001796932,0.0002509512,0.001162548,0.0003159853,0.0002986507,0.0007005485,0.0001386355,0.00009724162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006766107,"about_ca_system_score_gemma":0.0005889522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09841103,"about_ca_topic_score_gemma":0.2713041,"domain_scores_codex":[0.9997173,0.00004411819,0.00002409504,0.0001038075,0.00005056849,0.00006014372],"domain_scores_gemma":[0.9991087,0.0001296949,0.0003516657,0.00003667528,0.0002168726,0.0001562907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003771919,0.000009180748,0.9968467,0.00001222281,0.0000406796,0.00003178116,0.0004033048,0.00006777305,0.0006418004,0.00001402229,0.0001324739,0.00176217],"study_design_scores_gemma":[5.440224e-7,0.000004747422,0.9993433,0.000003333069,0.000004532023,0.00001859503,0.000436877,0.00008229243,0.00002200537,0.000005291044,0.0000775874,9.998234e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993055,0.00006992861,0.00003188457,0.00001322447,0.000001367541,0.000002002148,0.0003362283,0.000002234591,0.0002376497],"genre_scores_gemma":[0.9992198,0.00006567782,0.00008724945,0.000009233514,0.000003453825,0.00000827338,0.0004661754,0.000001004554,0.0001391685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.901589,"threshold_uncertainty_score":0.1956764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990532729325067,"score_gpt":0.2249182919999992,"score_spread":0.2050129647067485,"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."}}