{"id":"W1166500989","doi":"","title":"Musikiosk: a soundscape intervention and evaluation in an urban park","year":2015,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Urban park; Intervention (counseling); Microphone; Perspective (graphical); Sound (geography); Environmental resource management; Environmental planning; Architectural engineering; Computer science; Geography; Engineering; Psychology; Environmental science; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117718,0.0001190059,0.0001644378,0.0001658466,0.0001419101,0.00002676544,0.00008430083,0.00009947326,0.0002402957],"category_scores_gemma":[0.0002518632,0.0001064304,0.00002676801,0.000171628,0.00002097774,0.0002869493,0.000125347,0.0002292608,0.0001799071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061512,"about_ca_system_score_gemma":0.00008402778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003806004,"about_ca_topic_score_gemma":0.00463851,"domain_scores_codex":[0.9978743,0.0009981886,0.0002554696,0.0002760912,0.0003008294,0.0002951766],"domain_scores_gemma":[0.9992254,0.00009056025,0.000128837,0.0002689667,0.0001234174,0.0001628378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009511771,0.001106243,0.4922404,0.001024415,0.00009813509,0.00003960604,0.1060254,0.0003553333,0.001478622,0.02064062,0.2684653,0.1075747],"study_design_scores_gemma":[0.01264275,0.001163794,0.7250684,0.001027491,0.0001689007,0.000001918622,0.03804593,0.02870332,0.00004337205,0.006768641,0.1856897,0.0006757729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884587,0.0003349362,0.0002150098,0.001529585,0.0008150328,0.001349665,0.000002039319,0.00006214214,0.007232876],"genre_scores_gemma":[0.996211,0.000009012766,0.0002100829,0.0004214091,0.0002282879,0.0002649895,0.00002926556,0.00001918149,0.0026068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2328279,"threshold_uncertainty_score":0.4340104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730861688313155,"score_gpt":0.4219845452703128,"score_spread":0.3488983764389972,"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."}}