{"id":"W4280634119","doi":"10.1111/ddi.13543","title":"Marine mammal hotspots across the circumpolar Arctic","year":2022,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Stantec (Canada); University of British Columbia; Government of Northwest Territories; University of Windsor; Aurora College; Fisheries and Oceans Canada","funders":"National Marine Fisheries Service; U.S. Fish and Wildlife Service; Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Bureau of Ocean Energy Management; Crown-Indigenous Relations and Northern Affairs Canada; Norges Forskningsråd; National Oceanic and Atmospheric Administration; Pinngortitaleriffik; Miljøministeriet; Office of Naval Research; World Wildlife Fund","keywords":"Circumpolar star; Marine mammal; Arctic; Ecology; Geography; Mammal; The arctic; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001794732,0.00006285963,0.00006249636,0.000003502512,0.006925928,0.00001677004,0.0002227181,0.00001126009,0.006098055],"category_scores_gemma":[0.00002812213,0.00005378767,0.00004255241,0.0001896001,0.0002171037,0.00007390216,0.01324603,0.0001376271,0.00007575001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666801,"about_ca_system_score_gemma":0.000002390009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007977617,"about_ca_topic_score_gemma":0.0009355284,"domain_scores_codex":[0.9993505,0.00004425172,0.00005579913,0.0001592763,0.0001946406,0.0001955456],"domain_scores_gemma":[0.9997523,0.00003386743,0.00002666055,0.000129843,0.00000472127,0.00005255357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001013309,0.00005268875,0.9931909,0.000003191798,0.00001142751,0.000009193328,0.0005795913,0.00002493022,0.000006060311,0.001546698,0.00250735,0.002057863],"study_design_scores_gemma":[0.0001332749,0.00002754341,0.9192117,3.699069e-7,0.00001806052,0.00001204354,0.0008349168,0.00003696434,0.000001603914,0.0006490857,0.07900881,0.00006562087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954778,0.00004608689,0.00005168627,0.001066933,0.00005093492,0.00009891829,0.0003892568,0.00001957989,0.002798822],"genre_scores_gemma":[0.999269,0.00004485172,0.0000142267,0.000332007,0.00001036084,0.000008674222,0.00003832324,0.000001609459,0.0002809233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07650147,"threshold_uncertainty_score":0.9986283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018576805739161,"score_gpt":0.220095796008339,"score_spread":0.201518990269178,"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."}}