{"id":"W3165248187","doi":"10.3390/ijerph18115877","title":"Quieted City Sounds during the COVID-19 Pandemic in Montreal","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Noise Effects and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"QUIET; Sound (geography); Coronavirus disease 2019 (COVID-19); Geography; Soundscape; Noise (video); Acoustics; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004440594,0.0003811109,0.0003220525,0.0007326712,0.00227798,0.001328795,0.0006952387,0.0006153581,0.001761823],"category_scores_gemma":[0.001090151,0.0002435396,0.0002185915,0.0008572535,0.001394146,0.0002982432,0.00122373,0.0005833602,0.0001978362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233341,"about_ca_system_score_gemma":0.007174229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9238762,"about_ca_topic_score_gemma":0.9722326,"domain_scores_codex":[0.9994235,0.00007208592,0.000008102237,0.0000769153,0.0001630025,0.0002564208],"domain_scores_gemma":[0.9994432,0.00005944561,0.00006900475,0.00002039843,0.0002234162,0.0001845522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001509899,0.0002902375,0.8656207,0.0002062448,0.0002125631,0.002095315,0.03617411,0.002037902,0.02980497,0.0007578618,0.007064184,0.05422608],"study_design_scores_gemma":[0.000006172199,0.00009087514,0.9922535,0.00001198266,0.0000107317,0.00004114637,0.005361866,0.0001540635,0.0003431334,0.00001688326,0.001690262,0.00001927228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961206,0.000168277,0.0001978839,0.000221225,0.00001956754,0.00003549488,0.0005002755,0.00001969305,0.002716875],"genre_scores_gemma":[0.9982843,0.00008036492,0.0001416505,0.00005818043,0.000009725522,0.00001732995,0.0002103547,0.00000645071,0.001191544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07612383,"threshold_uncertainty_score":0.1531442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.179948573939862,"score_gpt":0.5000300874788397,"score_spread":0.3200815135389777,"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."}}