{"id":"W4408031029","doi":"10.1139/as-2024-0055","title":"Summer foraging habitat suitability for highly mobile male beluga whales in the Eastern Beaufort Sea and Arctic Archipelago","year":2025,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Windsor; University of Manitoba","funders":"Fisheries and Oceans Canada; Natural Resources Canada; Crown-Indigenous Relations and Northern Affairs Canada; University of Manitoba; ArcticNet; Fisheries Joint Management Committee","keywords":"Beaufort sea; Beluga Whale; Archipelago; Arctic; Beaufort scale; Foraging; Fishery; Habitat; Oceanography; Beluga; Geography; Environmental science; Ecology; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002002521,0.0001625636,0.0001846712,0.0000647548,0.000515267,0.0001201744,0.0007726057,0.00002398372,0.00008092181],"category_scores_gemma":[0.0004856531,0.0001175891,0.00005448009,0.0008916389,0.001450291,0.0004563135,0.0009500124,0.0001372315,0.00002951281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131517,"about_ca_system_score_gemma":0.00004106908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009642301,"about_ca_topic_score_gemma":0.0245233,"domain_scores_codex":[0.9980286,0.00006178965,0.0002577149,0.0006363755,0.0004397873,0.000575736],"domain_scores_gemma":[0.9988073,0.000596663,0.00005882487,0.0004353102,0.00002623502,0.00007570703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001204323,0.00006278236,0.9829153,0.00008972706,0.000003356297,0.000001984447,0.0008921705,0.00003797038,0.0001100593,0.0006138644,0.00008613511,0.01517462],"study_design_scores_gemma":[0.0002556491,0.0001025528,0.9857814,0.00005756388,0.00001756479,0.00001061512,0.001323933,0.002556868,0.00007158183,0.006514744,0.003161724,0.000145756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916658,0.0003259024,0.0001932155,0.001372128,0.0001064045,0.0009455178,0.000004168938,0.00001482318,0.005372023],"genre_scores_gemma":[0.9970647,0.00005221388,0.001214925,0.001151362,0.00001301584,0.0002793254,0.00000104157,0.000005862626,0.0002176064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502887,"threshold_uncertainty_score":0.9969526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191003976914045,"score_gpt":0.2804302917633149,"score_spread":0.2585202519941744,"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."}}