{"id":"W4206997795","doi":"10.24124/2021/59212","title":"Avian communication networks: how audible are mountain chickadee males during dawn signalling?","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Northern British Columbia","keywords":"Nest (protein structural motif); Noise (video); Signalling; Geography; Nest box; Ecology; Acoustics; Communication; Zoology; Seasonal breeder; Biology; Computer science; Psychology; Physics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001624406,0.0001822201,0.00020569,0.0002806066,0.0003703091,0.0008459678,0.0001620523,0.0002766969,0.001226516],"category_scores_gemma":[0.0003262986,0.0002013116,0.00008906733,0.0001804296,0.0003069022,0.0004662873,0.0002332003,0.0002555563,0.0002438275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929871,"about_ca_system_score_gemma":0.0001598627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095723,"about_ca_topic_score_gemma":0.01525878,"domain_scores_codex":[0.9999021,0.00001391393,0.000002888887,0.00003537798,0.00002328804,0.00002241747],"domain_scores_gemma":[0.9997872,0.00002469144,0.00008771449,0.000009209638,0.00003720585,0.00005411153],"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":[0.0005483623,0.00006273537,0.1850062,0.0002489972,0.0001367726,0.0003032331,0.003105203,0.0005277302,0.7763338,0.0005212224,0.000373998,0.03283171],"study_design_scores_gemma":[0.000002283702,0.000133747,0.9942024,0.00001351187,0.00001879885,0.0001063422,0.0006908991,0.0001930199,0.003686531,0.00006454533,0.0008809626,0.000006943467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960992,0.001097695,0.0003969915,0.00006104538,0.000006383779,0.000005204299,0.0001096114,0.000008610852,0.002215177],"genre_scores_gemma":[0.9971566,0.0007797531,0.0004747602,0.00003956629,0.000008917587,0.000007104976,0.0001395174,0.00000491426,0.00138872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007095723,"threshold_uncertainty_score":0.01410884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667619021680404,"score_gpt":0.2719176965993346,"score_spread":0.2552415063825306,"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."}}