{"id":"W3004893716","doi":"10.1163/1568539x-00003588","title":"Zebra finches go wild! Experimental cultural evolution of birdsong","year":2020,"lang":"en","type":"article","venue":"Behaviour","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"ZEBRA (computer); Singing; Communication; Biology; Evolutionary biology; Zoology; Psychology; Acoustics","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":[0.0002035673,0.0002732805,0.0001740957,0.000289718,0.0003248983,0.0003210736,0.0002772318,0.0003096564,0.00155428],"category_scores_gemma":[0.0003248565,0.000194927,0.0001555143,0.0001133381,0.0007211854,0.0001972142,0.0005312402,0.0008837757,0.0001394991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004265959,"about_ca_system_score_gemma":0.0001362446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009339583,"about_ca_topic_score_gemma":0.003009184,"domain_scores_codex":[0.9997509,0.00007090985,0.0000170596,0.00007074402,0.00003431554,0.00005611169],"domain_scores_gemma":[0.9993954,0.0001551338,0.0001313586,0.0001433373,0.00004021703,0.0001344714],"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":[0.0008070442,0.0004029048,0.01523091,0.00003178089,0.00003377168,0.00007285424,0.0001631226,0.0002131712,0.9793426,0.0002052033,0.00005633166,0.00344027],"study_design_scores_gemma":[0.0001441625,0.006453657,0.5877159,0.00002601629,0.0000793864,0.0005298661,0.000623035,0.002423103,0.3995977,0.0003143113,0.002039766,0.00005304155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996051,0.00002945463,0.0001137856,0.00001157171,0.000002571195,0.000005466025,0.00003247942,0.000008685542,0.0001909053],"genre_scores_gemma":[0.9988258,0.00002214904,0.000423318,0.00002882132,0.000002693087,0.00003171258,0.0000882735,0.00001238871,0.0005647885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00155428,"threshold_uncertainty_score":0.005199611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931662621869077,"score_gpt":0.3020881360885665,"score_spread":0.2627715098698757,"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."}}