{"id":"W3160493283","doi":"10.1101/2021.05.19.444794","title":"Variation in female songbird state determines signal strength needed to evoke copulation","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Courtship; Songbird; Courtship display; Mating; Variation (astronomy); Latency (audio); Psychology; Communication; Signal strength; SIGNAL (programming language); Biology; Computer science; Zoology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339469,0.0001331198,0.0001821621,0.0002125474,0.00009114133,0.0003628074,0.0001121179,0.0001542807,0.001619161],"category_scores_gemma":[0.0004220236,0.0001261272,0.00009109736,0.00007453462,0.0002264143,0.0001163481,0.0002084378,0.0002759531,0.0002468096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504481,"about_ca_system_score_gemma":0.00004825891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000506056,"about_ca_topic_score_gemma":0.0009272714,"domain_scores_codex":[0.9999089,0.00002307948,0.000006259306,0.00002743476,0.00001746599,0.00001666009],"domain_scores_gemma":[0.9996439,0.0001204929,0.0000795677,0.00003507072,0.00002753869,0.00009336026],"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":[0.0002770034,0.00002466676,0.02330767,0.0000152664,0.00002433005,0.00002275275,0.00004948541,0.0001276436,0.9738122,0.00004773215,0.00006319582,0.002228065],"study_design_scores_gemma":[0.00001300952,0.000239454,0.9222677,0.000005145418,0.00002395521,0.0001308903,0.00007809392,0.002001509,0.07483333,0.00005708169,0.0003362056,0.00001357338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993505,0.00003266427,0.0002287762,0.000009240887,0.000001948107,0.000001981852,0.00008683989,0.000008114094,0.0002799971],"genre_scores_gemma":[0.9994898,0.0000133796,0.0001242155,0.00001695978,0.000001858673,0.00000336364,0.000121674,0.00001165548,0.0002169533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619161,"threshold_uncertainty_score":0.005416632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057714852960606,"score_gpt":0.2560315590526543,"score_spread":0.2354544105230482,"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."}}