{"id":"W4390144777","doi":"10.1111/mms.13095","title":"Geographic variation in simple contact calls of Canadian beluga whales <i>(Delphinapterus leucas</i>)","year":2023,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Raincoast Conservation Foundation; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Aurora Research Institute; Fisheries Joint Management Committee; Quark Expeditions; Garfield Weston Foundation; SeaWorld and Busch Gardens Conservation Fund; ArcticNet; University of Manitoba; World Wildlife Fund","keywords":"Beluga Whale; Beluga; Leucas; Cetacea; Geography; Bay; Variation (astronomy); Arctic; Population; Zoology; Biology; Ecology; Fishery; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001261404,0.0001715865,0.0002362988,0.0006124299,0.000253523,0.00004953178,0.0007165757,0.00004777919,0.001941642],"category_scores_gemma":[0.0002181199,0.0001635849,0.00005671628,0.005801423,0.0004142347,0.0004171613,0.001405871,0.0001329649,0.0003116791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378057,"about_ca_system_score_gemma":0.0000886292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9146302,"about_ca_topic_score_gemma":0.9394608,"domain_scores_codex":[0.9976838,0.0000402709,0.0003569599,0.0005210143,0.0006316032,0.0007663376],"domain_scores_gemma":[0.9992098,0.00006748031,0.0001058128,0.0003274939,0.00002701348,0.0002623685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008547899,0.0000253858,0.9781519,0.00001295895,0.000003297856,0.00003803832,0.0001733419,0.0002966758,0.002446467,0.001263861,0.000360466,0.0172191],"study_design_scores_gemma":[0.0002052535,0.0000864993,0.9818667,0.00000759727,0.000005278614,0.000004417664,0.00004777233,0.001667743,0.00014399,0.001032619,0.01475445,0.0001777068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412387,0.00001296227,0.00000639272,0.0005693673,0.00009590168,0.0002677205,0.00001162135,0.00004196355,0.05775536],"genre_scores_gemma":[0.9991179,0.0001667865,0.0002049838,0.0002373414,0.00002060621,0.00002285747,0.000007575127,0.00001007058,0.0002119331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05787913,"threshold_uncertainty_score":0.9989707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858175403163143,"score_gpt":0.2335306996281355,"score_spread":0.2149489455965041,"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."}}