{"id":"W2770633667","doi":"10.1650/condor-17-69.1","title":"Noise from four types of extractive energy infrastructure affects song features of Savannah Sparrows","year":2017,"lang":"en","type":"article","venue":"Ornithological Applications","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Noise (video); Environmental science; QUIET; Ambient noise level; Acoustics; Computer science; Sound (geography); Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005291287,0.0001055881,0.0001619573,0.00001732579,0.0001527977,0.00001485933,0.0005174484,0.0001890292,0.00007486915],"category_scores_gemma":[0.00009987334,0.00008313347,0.00008349444,0.00003368245,0.0002998955,0.000005446172,0.0002248873,0.0001065278,0.00000502168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004675474,"about_ca_system_score_gemma":0.00002514862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001579008,"about_ca_topic_score_gemma":0.00004878396,"domain_scores_codex":[0.999414,0.00004840915,0.000139502,0.0002160993,0.00008289152,0.00009912147],"domain_scores_gemma":[0.9987745,0.00003446651,0.0002633404,0.0007623724,0.0001104124,0.00005495319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001040409,0.0001513695,0.03138836,0.000005491296,0.00002737606,8.110031e-7,0.00001377301,0.00000917111,0.9400456,0.00140977,0.0006988013,0.02614546],"study_design_scores_gemma":[0.0001649115,0.0001409189,0.7904858,0.000005888703,0.00003189478,0.000003686123,0.00003256885,0.000001542141,0.1906384,0.001052637,0.01734661,0.00009510768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804054,0.0006130537,0.009497962,0.0003015612,0.00002538465,0.0002203268,0.0001851283,0.00001527698,0.00873594],"genre_scores_gemma":[0.9948468,0.0001683948,0.00435887,0.0000763124,0.00006838843,0.00008504602,0.0001364366,0.000008519603,0.0002512312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7590975,"threshold_uncertainty_score":0.3390085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471211678894609,"score_gpt":0.2975345903636104,"score_spread":0.2728224735746643,"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."}}