{"id":"W4382936514","doi":"10.3390/acoustics5030039","title":"Animal Calling Behaviours and What This Can Tell Us about the Effects of Changing Soundscapes","year":2023,"lang":"en","type":"article","venue":"Acoustics","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Soundscape; Wildlife; Affordance; Foraging; Disturbance (geology); Range (aeronautics); Communication; Ecology; Computer science; Acoustics; Psychology; Human–computer interaction; Biology; Sound (geography); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001903692,0.0001115554,0.0001411737,0.00002318703,0.0002122725,0.0000535601,0.000162469,0.00003727446,0.0001019871],"category_scores_gemma":[0.00008910184,0.00008239444,0.00003312009,0.0002978297,0.0001552561,0.0001098662,0.0005912589,0.0000971666,0.00003498365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917697,"about_ca_system_score_gemma":0.000003937292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482978,"about_ca_topic_score_gemma":0.000617991,"domain_scores_codex":[0.999163,0.00001989583,0.00012253,0.0001727598,0.0002250296,0.0002967358],"domain_scores_gemma":[0.9995107,0.0002312897,0.00006023689,0.0001447792,0.00000754807,0.00004542405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002950275,0.00008949445,0.8842868,0.0005113863,0.00009250734,0.0001201444,0.008575431,0.001208566,0.03229564,0.000155457,0.006418822,0.06621629],"study_design_scores_gemma":[0.0001535219,0.0001702759,0.9908373,0.0001053261,0.0001390208,0.00000703801,0.001244605,0.004639387,0.001174502,0.00005121082,0.00129289,0.0001849492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980162,0.0009962867,0.00002613069,0.0001360714,0.000146277,0.0001729718,0.000003425073,0.00003726521,0.0004653929],"genre_scores_gemma":[0.9951104,0.004246047,0.000100774,0.0002151456,0.00004611219,0.000009867601,0.000002030611,0.0000147295,0.0002549198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065505,"threshold_uncertainty_score":0.3359948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172789462804096,"score_gpt":0.2335357175187691,"score_spread":0.2218078228907281,"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."}}