{"id":"W2153968667","doi":"10.14430/arctic687","title":"The Harvest of Beluga Whales in Canada's Western Arctic: Hunter-based Monitoring of the Size and Composition of the Catch","year":2002,"lang":"en","type":"article","venue":"ARCTIC","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beluga Whale; Beluga; Geography; Arctic; Sex ratio; Fishery; Estuary; Population; Productivity; Oceanography; Biology; Demography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107971,0.00006707911,0.0001114114,0.000003751528,0.0000914198,0.000005538008,0.0002453586,0.00001170972,0.00004282729],"category_scores_gemma":[0.00005778077,0.00003638156,0.0000312957,0.0001329935,0.0002266816,0.00004057433,0.0002533864,0.00007532901,9.319869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664308,"about_ca_system_score_gemma":0.00001363827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8845316,"about_ca_topic_score_gemma":0.9386216,"domain_scores_codex":[0.9992818,0.0000784613,0.0001930392,0.00009494253,0.000235381,0.0001164288],"domain_scores_gemma":[0.9993132,0.0002948816,0.0001354238,0.0002296542,0.00001000733,0.00001684259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004384355,0.0000263247,0.9969038,0.0000501319,0.000006648568,3.023893e-7,0.0001817274,0.0001372544,0.001343352,0.000004829375,0.000008560581,0.001332674],"study_design_scores_gemma":[0.0001340866,0.00002239706,0.9956921,0.0001267175,0.0000136312,0.000001310402,0.0001426701,0.0001347862,0.003527521,0.00001968657,0.0001487413,0.00003633892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980527,0.0002455749,3.490294e-7,0.001206655,0.00005675163,0.000149091,0.000004098395,0.000001101346,0.0002837037],"genre_scores_gemma":[0.9997292,0.0001102313,0.00002260323,0.00007248111,0.000005883963,0.000005782305,7.24843e-8,0.000004370199,0.00004940849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05409012,"threshold_uncertainty_score":0.1483597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488895006110662,"score_gpt":0.2029539763342902,"score_spread":0.1880650262731836,"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."}}