{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002464962,0.0001332415,0.0001288514,0.0004474922,0.0003503963,0.0004481084,0.0001524049,0.0001806353,0.0009209509],"category_scores_gemma":[0.0004058693,0.00009281017,0.0002762237,0.000362587,0.000236835,0.0002237026,0.0002180301,0.0001071823,0.00008980506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645163,"about_ca_system_score_gemma":0.000256013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1506612,"about_ca_topic_score_gemma":0.4254913,"domain_scores_codex":[0.9999319,0.00001728399,0.000003607812,0.00002031593,0.000008705749,0.00001816979],"domain_scores_gemma":[0.999809,0.00004271081,0.00006022282,0.00001180491,0.00002850874,0.00004783229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007523939,0.00001626733,0.9910362,0.00002182351,0.00006575496,0.0001417086,0.00149597,0.0006930277,0.001165755,0.00008641513,0.0002744984,0.004927338],"study_design_scores_gemma":[4.207934e-7,0.00001411597,0.9990791,0.000004077243,0.00000605937,0.00002546642,0.0004471704,0.0002477294,0.00001196889,0.00001316633,0.0001489825,0.000001666045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995202,0.00008284447,0.00003473613,0.00001799858,0.000001203238,6.923055e-7,0.00007490672,0.000001984705,0.0002654243],"genre_scores_gemma":[0.9996338,0.00005863197,0.00006776734,0.000005663769,0.000001858271,0.000001687821,0.0001043889,8.108282e-7,0.000125284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1506612,"threshold_uncertainty_score":0.2995685,"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."}}