{"id":"W4362504215","doi":"10.2218/cim22.1a29","title":"Biologists singing: Collective vocalization, posthuman listening, and interspecies audibility","year":2022,"lang":"en","type":"article","venue":"","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Active listening; Singing; Posthuman; Communication; Psychology; Linguistics; Art; Acoustics; Aesthetics; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001177465,0.0002102528,0.0002107488,0.000830172,0.0007352263,0.001618303,0.000337927,0.0006776152,0.005896908],"category_scores_gemma":[0.002356327,0.0001185988,0.0001203043,0.0007369147,0.002349778,0.0009996803,0.001172251,0.0008987619,0.000330126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981842,"about_ca_system_score_gemma":0.0004207238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104134,"about_ca_topic_score_gemma":0.00325838,"domain_scores_codex":[0.9995824,0.0001357106,0.00002998961,0.0001292677,0.00007556821,0.00004705419],"domain_scores_gemma":[0.9977421,0.001373581,0.000470232,0.00008335745,0.0001483147,0.0001823829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005811168,0.001006741,0.4930784,0.001619092,0.0002062299,0.001541343,0.02211506,0.001199356,0.04754579,0.0402435,0.002153682,0.3887097],"study_design_scores_gemma":[0.00000563294,0.0002940202,0.9707603,0.0001586877,0.00003235937,0.0008288956,0.009691706,0.0003105615,0.001900958,0.005736956,0.01025295,0.0000268566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9038165,0.01972774,0.00253094,0.003589206,0.0001282368,0.00003721919,0.0002303477,0.0000261649,0.0699138],"genre_scores_gemma":[0.9896137,0.005907847,0.0006931648,0.0003614711,0.0002101285,0.0000299708,0.0000984365,0.000006838277,0.003078483],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005896908,"threshold_uncertainty_score":0.01972711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351343882540564,"score_gpt":0.2871355544038751,"score_spread":0.2636221155784695,"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."}}