{"id":"W3199073185","doi":"10.1525/res.2021.2.3.377","title":"Soundscapes of Productivity","year":2021,"lang":"en","type":"article","venue":"Resonance The Journal of Sound and Culture","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Productivity; Sociology; Visual arts; Sound (geography); Art; Economic growth; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157333,0.000768524,0.0002012776,0.004447459,0.004737579,0.0102068,0.0008771155,0.001000387,0.01176427],"category_scores_gemma":[0.004114704,0.0001896178,0.0002777416,0.002889442,0.01305972,0.003588225,0.005353991,0.001240996,0.0009129272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005186159,"about_ca_system_score_gemma":0.002467913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04685851,"about_ca_topic_score_gemma":0.04517054,"domain_scores_codex":[0.9981595,0.0006010502,0.00005524421,0.0002042373,0.0007045874,0.0002755057],"domain_scores_gemma":[0.9979944,0.0008434537,0.0002060241,0.0001813477,0.0004793265,0.0002954247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002334702,0.00005219884,0.01084143,0.0004488654,0.00004191131,0.0007323872,0.1868997,0.001633437,0.005959982,0.613426,0.02270553,0.1570251],"study_design_scores_gemma":[0.00001866147,0.0001154361,0.03363891,0.0004996833,0.00002643831,0.0008049607,0.1929914,0.0008983999,0.001856432,0.06050347,0.7085409,0.0001053036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1776991,0.004708305,0.03092611,0.007060392,0.0007403233,0.0001062165,0.0009279946,0.0006702656,0.7771612],"genre_scores_gemma":[0.9628825,0.001319262,0.002959951,0.0003614028,0.000202204,0.00007011567,0.0001958081,0.0001379178,0.03187088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04685851,"threshold_uncertainty_score":0.09317154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968131135768892,"score_gpt":0.2110759684246592,"score_spread":0.1913946570669703,"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."}}