{"id":"W3112015978","doi":"10.1139/as-2019-0030","title":"Population dynamics of the threatened Cumberland Sound beluga (<i>Delphinapterus leucas</i>) population","year":2020,"lang":"en","type":"article","venue":"Arctic Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada","funders":"","keywords":"Beluga Whale; Beluga; Threatened species; Population; Fishery; Geography; Leucas; Sound (geography); Abundance (ecology); Subsistence agriculture; Ecology; Arctic; Biology; Demography; Habitat; Oceanography; Archaeology; Agriculture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003033734,0.0001085784,0.0001399218,0.00001382433,0.0003589202,0.00003469303,0.0005362619,0.00002407733,0.0002750857],"category_scores_gemma":[0.0002699888,0.00007702239,0.00005408077,0.0009116032,0.000397707,0.0003662972,0.0007114326,0.00008186998,0.00004853582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254477,"about_ca_system_score_gemma":0.000009450701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01650336,"about_ca_topic_score_gemma":0.00792449,"domain_scores_codex":[0.9985101,0.00003097104,0.000232409,0.0003488468,0.0006424839,0.0002351806],"domain_scores_gemma":[0.9994268,0.00003660351,0.0001582347,0.0002733136,0.00002032563,0.00008468885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007444882,0.00001365196,0.9925748,0.00001214704,0.000002372634,4.578954e-7,0.0002095404,0.0007364773,0.0002669196,0.0008971453,0.00002260304,0.005256454],"study_design_scores_gemma":[0.0001084283,0.00003982681,0.9813504,0.000009982161,0.00001403565,0.000003959637,0.00005081956,0.014318,0.00005961176,0.003861667,0.00008935877,0.00009391797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941866,0.00002385386,0.0001429414,0.001883448,0.0001250463,0.0002099535,0.00000308588,0.00002063609,0.003404376],"genre_scores_gemma":[0.998846,0.00001382908,0.0004971757,0.0005647856,0.00002394011,0.000004469046,0.000002971819,0.00000663948,0.00004017105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358152,"threshold_uncertainty_score":0.9900458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254655205650713,"score_gpt":0.2440325381173439,"score_spread":0.2214859860608367,"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."}}