{"id":"W4400288105","doi":"10.1121/10.0027368","title":"An open-source acoustic detector for beluga whales, with evaluations in the Western Canadian Arctic","year":2024,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Raincoast Conservation Foundation; Wildlife Conservation Society Canada; Dalhousie University","funders":"","keywords":"Beluga Whale; Beluga; Arctic; The arctic; Oceanography; Fishery; Environmental science; Geography; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00177826,0.002095031,0.0008266675,0.001419479,0.001040943,0.001057803,0.002094751,0.001842242,0.003590193],"category_scores_gemma":[0.004050127,0.0005599671,0.0008060472,0.0005531325,0.0005348751,0.001366156,0.001693221,0.001440909,0.003999444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002184217,"about_ca_system_score_gemma":0.004945578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2012396,"about_ca_topic_score_gemma":0.2965823,"domain_scores_codex":[0.9988248,0.00009307236,0.00004167081,0.00035858,0.0004741408,0.0002077909],"domain_scores_gemma":[0.99818,0.0003668904,0.00006367621,0.0001327086,0.00108533,0.0001713565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001191258,0.000684646,0.0387614,0.000889083,0.0008628544,0.0008192126,0.0005597413,0.05060435,0.08244765,0.001723412,0.1089983,0.7124582],"study_design_scores_gemma":[0.0002506921,0.0007212193,0.03991212,0.0002943542,0.0005175004,0.00144097,0.0005385178,0.7944169,0.08481491,0.001983963,0.07479446,0.0003143968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3692073,0.008744303,0.4469422,0.001674848,0.003420372,0.001150599,0.02098176,0.1210963,0.02678236],"genre_scores_gemma":[0.6097919,0.002237958,0.2818707,0.001546221,0.000233317,0.0008449646,0.0591324,0.002725165,0.04161734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7987604,"threshold_uncertainty_score":0.4001365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375880120704584,"score_gpt":0.2918141742154964,"score_spread":0.2680553730084506,"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."}}