{"id":"W4251196441","doi":"10.32920/ryerson.14664993","title":"\"Well, Listen... \" : Acoustic Community on Toronto Island.","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soundscape; Sound (geography); Active listening; Harbour; Natural (archaeology); Composition (language); Sociology; Politics; Natural sounds; Noise pollution; Field (mathematics); History; Visual arts; Ecology; Acoustics; Communication; Archaeology; Computer science; Art; Political science; Oceanography; Geology; Literature","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":[0.0004329696,0.0003383125,0.0001781221,0.000442556,0.02138497,0.003321893,0.0007686584,0.0009038622,0.02460519],"category_scores_gemma":[0.00100079,0.000211138,0.0001726262,0.00104756,0.005159193,0.001381775,0.004010804,0.001389436,0.001580069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01702862,"about_ca_system_score_gemma":0.01923076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.853799,"about_ca_topic_score_gemma":0.960929,"domain_scores_codex":[0.9994893,0.0001223824,0.000009865112,0.00004691624,0.0001436294,0.0001878804],"domain_scores_gemma":[0.9990478,0.00008005135,0.00004578285,0.00003022652,0.0001236104,0.0006725528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001171768,0.00004498084,0.01528411,0.0003550893,0.00001360441,0.003611079,0.6911988,0.0002363233,0.003639474,0.01491211,0.2003307,0.07025648],"study_design_scores_gemma":[0.000007350115,0.00004361293,0.03269695,0.0001163905,0.00000945084,0.0002237159,0.431385,0.0001145905,0.0002867357,0.0006413129,0.5344431,0.00003197041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5498637,0.006806052,0.002232288,0.05454026,0.0024291,0.0003105041,0.001783241,0.0003713574,0.3816634],"genre_scores_gemma":[0.7688792,0.002241355,0.0009603557,0.002738682,0.0001751015,0.0001015157,0.000401849,0.0001254345,0.2243766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.146201,"threshold_uncertainty_score":0.2941239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07587953651509638,"score_gpt":0.4309708485391816,"score_spread":0.3550913120240852,"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."}}