{"id":"W4285192039","doi":"10.3819/ccbr.2022.170004","title":"Elephants and Sirenians: A Comparative Review across Related Taxa in Regard to Learned Vocal Behavior","year":2022,"lang":"en","type":"review","venue":"Comparative Cognition & Behavior Reviews","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Austrian Science Fund","keywords":"Margin (machine learning); Taxon; White (mutation); Psychology; Geography; Ecology; Biology; Computer science","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":[0.0006039686,0.0007297143,0.001114179,0.002738955,0.0002944494,0.0008855314,0.0008181838,0.0008494435,0.004420029],"category_scores_gemma":[0.001031526,0.0002692793,0.0003460158,0.002536307,0.000575988,0.00139558,0.0007858539,0.0008027553,0.00155057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003449605,"about_ca_system_score_gemma":0.0008183784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128437,"about_ca_topic_score_gemma":0.002416004,"domain_scores_codex":[0.9998692,0.00002213128,0.00002696953,0.00004225959,0.00002722994,0.00001220132],"domain_scores_gemma":[0.9995947,0.0002477129,0.00006131326,0.00000973335,0.00005772853,0.00002882233],"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":[0.00009251638,0.00002605762,0.0005335781,0.02090587,0.00008841928,0.0001844166,0.0001737583,0.0001397389,0.001264933,0.001977562,0.009385759,0.9652274],"study_design_scores_gemma":[0.00001361323,0.0001643801,0.00738637,0.009908701,0.0003368306,0.002465961,0.0002468097,0.00005699693,0.0004959163,0.001952772,0.9769406,0.00003106225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000208449,0.9987522,0.00009359288,0.000135517,0.0000872028,0.000002210745,0.00002397725,0.000004619975,0.0006921783],"genre_scores_gemma":[0.001175798,0.9980039,0.0001492588,0.0001063218,0.0001250211,0.000005262419,0.00004527596,0.00000203248,0.0003870705],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004420029,"threshold_uncertainty_score":0.01478654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3598098635833523,"score_gpt":0.4966179265533521,"score_spread":0.1368080629699999,"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."}}