{"id":"W4413253098","doi":"10.21810/aer.v12i1.6114","title":"Soundscape studies","year":2023,"lang":"en","type":"article","venue":"Acoustic Ecology Review","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Symphony; Subject (documents); Terminology; Performing arts; Sound (geography); Visual arts; History; Art; Linguistics; Acoustics; Computer science; Art history; Library science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001576522,0.0001162266,0.0004805216,0.00006391451,0.0004423493,0.000001428992,0.0001405393,0.00007256267,0.001165807],"category_scores_gemma":[0.001392295,0.00008441904,0.00005996312,0.0003594252,0.00005028499,0.00003227177,0.0002911988,0.0002409431,0.01573412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006970613,"about_ca_system_score_gemma":0.00007130559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003684856,"about_ca_topic_score_gemma":0.0001035071,"domain_scores_codex":[0.9984001,0.000445958,0.0003836992,0.0002176303,0.00008714575,0.0004654825],"domain_scores_gemma":[0.9978725,0.001547239,0.000132981,0.0002946357,0.00009588972,0.00005679371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001617564,0.0000126968,0.002250411,0.01336714,0.0001071844,0.00004032032,0.0001649514,0.000006694648,0.00002621556,0.001468355,0.9785672,0.003987212],"study_design_scores_gemma":[0.0004577759,0.0001334327,0.02512646,0.005242175,0.0005396112,0.000002669815,0.001201154,0.0000710165,3.810627e-7,0.00269481,0.9643147,0.0002157912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08761457,0.6697667,0.0003630233,0.1059812,0.02332623,0.01639044,0.00002736647,0.003117509,0.09341297],"genre_scores_gemma":[0.07663015,0.8095253,0.0001322693,0.05920912,0.0005508494,0.002580225,0.00003225027,0.00004470079,0.05129517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1397586,"threshold_uncertainty_score":0.9997473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590960623972616,"score_gpt":0.5307920449867084,"score_spread":0.3716959825894468,"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."}}