{"id":"W4319787907","doi":"10.1080/09524622.2023.2172080","title":"Hard of hearing: the effect of distance and experimental noise on mountain chickadee song transmission","year":2023,"lang":"en","type":"article","venue":"Bioacoustics","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Nest (protein structural motif); Nest box; Noise (video); Ambient noise level; Acoustics; Ecology; Computer science; Geography; Telecommunications; Biology; Physics; Artificial intelligence; Sound (geography); Predation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000125031,0.00006938086,0.0000847101,0.00001497609,0.00004951302,0.000004537943,0.0001130774,0.00005760765,0.000003953754],"category_scores_gemma":[0.00002030008,0.00004588274,0.0000385653,0.00005961964,0.0001289632,9.588236e-7,0.0000569845,0.00005116847,0.00000135089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003971945,"about_ca_system_score_gemma":0.00000850908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000588041,"about_ca_topic_score_gemma":7.176929e-7,"domain_scores_codex":[0.9995863,0.00004640684,0.0001075351,0.0001011205,0.00008342007,0.00007516367],"domain_scores_gemma":[0.9996843,0.00002922645,0.00004033892,0.0002023838,0.00001570153,0.00002803885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002445181,0.0000304007,0.002723812,0.00002883108,0.000006643783,3.517268e-7,0.00005341781,0.00004262731,0.9949227,0.00005690676,0.0001798835,0.001709909],"study_design_scores_gemma":[0.0003443752,0.001176098,0.01986982,0.00002581789,0.0000194663,0.000001167365,0.0001671533,0.0008335729,0.9755294,0.000003172274,0.00196537,0.00006452665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998174,0.0004429957,0.001025329,0.0000777742,0.00002250986,0.0001167544,0.00001969644,0.000007352912,0.0001135725],"genre_scores_gemma":[0.9995,0.0001266235,0.0001137231,0.00002100084,0.0000178227,0.000007376836,0.00002507997,0.000008340649,0.000180068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939324,"threshold_uncertainty_score":0.1871044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697666696293693,"score_gpt":0.3049892514789438,"score_spread":0.2780125845160069,"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."}}