{"id":"W2025431737","doi":"10.1002/wsb.88","title":"Evaluation of an automated recording device for monitoring forest birds","year":2011,"lang":"en","type":"article","venue":"Wildlife Society Bulletin","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Ontario Forest Research Institute; Canadian Forest Service","funders":"","keywords":"Wildlife; Environmental science; Taiga; Offset (computer science); Geography; Ecology; Forestry; Biology; Computer science","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":[0.002386847,0.0007247181,0.0004450532,0.001243511,0.000312023,0.0006760168,0.002405368,0.0009717011,0.003493194],"category_scores_gemma":[0.006193119,0.0003111034,0.0003499797,0.0007532803,0.0002291099,0.0009036561,0.0005791015,0.0002741753,0.0009454236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211237,"about_ca_system_score_gemma":0.0005574769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947712,"about_ca_topic_score_gemma":0.002755519,"domain_scores_codex":[0.9976752,0.0006147092,0.0001804387,0.0004899448,0.0009212452,0.0001184724],"domain_scores_gemma":[0.9944293,0.002158021,0.0004401776,0.0003882957,0.002407311,0.0001768879],"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":[0.005255552,0.001991262,0.1055783,0.001659394,0.0002584591,0.000521381,0.0005946149,0.007512656,0.2721542,0.0005620113,0.00648203,0.5974301],"study_design_scores_gemma":[0.001810373,0.02937624,0.4454585,0.0004425438,0.001340051,0.003431299,0.000954681,0.2638688,0.2237546,0.0004512248,0.02870265,0.0004088979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057202,0.0006690189,0.1799957,0.0003157873,0.0003778461,0.002468917,0.002300901,0.004378413,0.003773155],"genre_scores_gemma":[0.6970401,0.0003699856,0.2951751,0.0004127282,0.0002062118,0.001832024,0.001427656,0.0001575345,0.003378669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003493194,"threshold_uncertainty_score":0.01262301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09738579386133239,"score_gpt":0.3565804549469654,"score_spread":0.259194661085633,"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."}}