{"id":"W2805759602","doi":"10.14430/arctic4713","title":"Bowhead and Beluga Whale Distributions, Sighting Rates, and Habitat Associations in the Western Beaufort Sea in Summer and Fall 2009–16, with Comparison to 1982–91","year":2018,"lang":"en","type":"article","venue":"ARCTIC","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beluga Whale; Beluga; Continental shelf; Habitat; Beaufort scale; Oceanography; Geography; Fishery; Whale; Beaufort sea; Aerial survey; Arctic; Ecology; Geology; Biology; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003939558,0.0002409639,0.0002083435,0.001429451,0.0005479113,0.0005225141,0.000385787,0.0002804384,0.0009580358],"category_scores_gemma":[0.0007080073,0.0002216722,0.0003589693,0.001273612,0.0004089875,0.0005809704,0.0004311643,0.0002262742,0.000220218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172753,"about_ca_system_score_gemma":0.0004471347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2759252,"about_ca_topic_score_gemma":0.5136407,"domain_scores_codex":[0.9996965,0.00002801081,0.00002159699,0.0001005819,0.00005618601,0.00009726413],"domain_scores_gemma":[0.9991696,0.00006495639,0.0004067146,0.00004180447,0.0001424671,0.0001744356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005055408,0.00001511919,0.9960566,0.00001043459,0.00003234255,0.0001153554,0.0007783264,0.00008769058,0.0003947264,0.00001408476,0.0003248721,0.002119944],"study_design_scores_gemma":[3.476967e-7,0.000007352898,0.9996887,0.00000137234,0.000001545963,0.00002076764,0.0001487936,0.00001981125,0.000004667653,7.516998e-7,0.0001050257,8.111303e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989356,0.0001085855,0.00002762936,0.00001652932,0.000003620091,0.000003603055,0.0004921025,0.000005435094,0.0004068557],"genre_scores_gemma":[0.9980635,0.00009253086,0.000112041,0.00002895235,0.000009652848,0.00001230468,0.0012325,0.000003824256,0.0004446563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2759252,"threshold_uncertainty_score":0.5486383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533024874336586,"score_gpt":0.2787253861093435,"score_spread":0.2533951373659776,"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."}}