{"id":"W2147468799","doi":"","title":"A bioacoustic analysis of red crossbill (Loxia curvirostra) vocalizations from the island of Newfoundland, Canada","year":2013,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Context (archaeology); Endangered species; Geography; Bioacoustics; Biology; Ecology; Zoology; Habitat; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001197324,0.0002272092,0.0001705887,0.0008542842,0.0008458561,0.0004130772,0.0001946729,0.0001679334,0.001037408],"category_scores_gemma":[0.0002275307,0.0001228394,0.0001331722,0.0006154769,0.0003917668,0.0001236825,0.0002275898,0.0001769082,0.0001874715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002868305,"about_ca_system_score_gemma":0.001272415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7616192,"about_ca_topic_score_gemma":0.9433116,"domain_scores_codex":[0.9998846,0.0000065974,0.000003729732,0.00003870081,0.00003370385,0.00003268054],"domain_scores_gemma":[0.999698,0.000022325,0.0000399723,0.000009721702,0.0001523328,0.0000777417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004142077,0.00008764886,0.7882056,0.0001043284,0.00008776579,0.0006387713,0.005687576,0.0001983471,0.1680485,0.00006476914,0.0007546741,0.03570782],"study_design_scores_gemma":[6.751308e-7,0.00001707125,0.9988766,0.000002326246,0.000005010588,0.00004667102,0.0004007939,0.00003515983,0.0003185483,9.491732e-7,0.0002940282,0.000002089366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983485,0.0001284942,0.0001146592,0.00001849817,0.000002379264,0.00001076785,0.0003375536,0.000006017217,0.001033114],"genre_scores_gemma":[0.9971792,0.0001373482,0.0004582253,0.00003245533,0.000002414959,0.00001109966,0.0008502061,0.000005721216,0.001323364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383808,"threshold_uncertainty_score":0.4795694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290754101103577,"score_gpt":0.2716595012280253,"score_spread":0.2487519602169895,"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."}}