{"id":"W1485818803","doi":"10.1002/wsb.421","title":"Using automated sound recording and analysis to detect bird species‐at‐risk in southwestern Ontario woodlands","year":2014,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Warbler; Sound analysis; Wildlife; Geography; Woodland; Flycatcher; Ecology; Biology; Habitat; Acoustics","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":[0.0004810425,0.0002600733,0.0002087292,0.0006903119,0.0007896007,0.0004968302,0.0003978609,0.000199542,0.0009094024],"category_scores_gemma":[0.001069882,0.0002286117,0.0001084045,0.0004322533,0.0005296085,0.0002404894,0.0002161369,0.0001331501,0.0001571516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003744641,"about_ca_system_score_gemma":0.002549562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.790872,"about_ca_topic_score_gemma":0.9458848,"domain_scores_codex":[0.9995496,0.00007366364,0.00001664274,0.00009314621,0.0002063609,0.00006056979],"domain_scores_gemma":[0.998841,0.0001997728,0.0002453822,0.00004861039,0.0005462868,0.0001189181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005309448,0.0001829096,0.9178155,0.0001112986,0.00005726707,0.0001974762,0.002503109,0.000498404,0.03872534,0.00004175759,0.0004194172,0.03891661],"study_design_scores_gemma":[0.00001187386,0.0001806397,0.9969676,0.00001077879,0.00001310736,0.00004861413,0.0006612798,0.0004847619,0.001130525,0.000008339222,0.0004748912,0.000007565221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987722,0.00009259039,0.000319679,0.00001386433,0.000001947927,0.00003602495,0.000101293,0.000008978231,0.0006534244],"genre_scores_gemma":[0.996601,0.0001217387,0.002153845,0.00002226832,0.000003870319,0.0000356785,0.0001702295,0.000002250392,0.0008891374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209128,"threshold_uncertainty_score":0.4207192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624630465610515,"score_gpt":0.2730962979014266,"score_spread":0.2468499932453214,"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."}}