{"id":"W7162446932","doi":"10.5281/zenodo.20401299","title":"Marine Mammal","year":2023,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Ocean Networks Canada Society","funders":"","keywords":"Spectrogram; Human echolocation; Porpoise; Noise (video); Bioacoustics; Feature extraction; Logarithm; Pattern recognition (psychology); Frequency analysis","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":[0.0005879284,0.0008788209,0.0006150265,0.003668216,0.0006845134,0.001390411,0.0009508142,0.0005132579,0.04591913],"category_scores_gemma":[0.002372056,0.0002337508,0.0006801705,0.002028979,0.0002829973,0.0006925952,0.001399598,0.0004521174,0.02494162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982349,"about_ca_system_score_gemma":0.0004884972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430048,"about_ca_topic_score_gemma":0.01146889,"domain_scores_codex":[0.9991016,0.00005208844,0.00009626552,0.0002448398,0.0003962569,0.000108975],"domain_scores_gemma":[0.9990084,0.0001116972,0.000312067,0.0001070178,0.0003584197,0.0001025003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005985087,0.0001444799,0.3624755,0.001798058,0.0002227891,0.001106536,0.001018375,0.0006503991,0.006352406,0.002544709,0.1698698,0.4532184],"study_design_scores_gemma":[0.0000402067,0.0001923307,0.5915614,0.0004967274,0.0001329591,0.003388545,0.0009478802,0.001773574,0.001835051,0.001385981,0.3981785,0.00006677701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3237543,0.00868526,0.0163011,0.00143129,0.001742237,0.002327131,0.2919751,0.007651737,0.3461318],"genre_scores_gemma":[0.5070422,0.00524738,0.05074929,0.001828302,0.001067612,0.001981389,0.2615748,0.00124328,0.1692657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04591913,"threshold_uncertainty_score":0.1536148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321644640804163,"score_gpt":0.2462875509612064,"score_spread":0.2030711045531648,"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."}}