{"id":"W2588952779","doi":"10.7146/se.v6i1.24916","title":"Soundscaping health: Resonant speculations","year":2016,"lang":"en","type":"article","venue":"SoundEffects - An Interdisciplinary Journal of Sound and Sound Experience","topic":"Noise Effects and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Soundscape; Recreation; Mood; Preference; Noise (video); Psychology; Sound (geography); Sociology; Social psychology; Acoustics; Ecology; Computer science; Biology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007466998,0.0008533522,0.001118514,0.002080427,0.002484294,0.005060436,0.003018203,0.007088064,0.02129344],"category_scores_gemma":[0.02182132,0.0003324499,0.0009600528,0.00127375,0.01896556,0.01445375,0.004536814,0.008238022,0.004305255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514559,"about_ca_system_score_gemma":0.002361746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00306196,"about_ca_topic_score_gemma":0.002033188,"domain_scores_codex":[0.997581,0.0009492697,0.0001629439,0.0005068666,0.0005717395,0.000228194],"domain_scores_gemma":[0.9822077,0.01248751,0.0007618779,0.001283447,0.00246844,0.0007909869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004185092,0.0003373857,0.003522283,0.001932733,0.0001281483,0.001035215,0.008454596,0.000822159,0.001198848,0.7787896,0.05993727,0.1434232],"study_design_scores_gemma":[0.00003404055,0.0001105877,0.0025253,0.001561965,0.00003761806,0.0006090416,0.009807293,0.0006192438,0.0004196108,0.8564752,0.1277287,0.00007138578],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009514704,0.1006147,0.01195161,0.8190202,0.007903712,0.00005905394,0.0004086461,0.0001179778,0.05040941],"genre_scores_gemma":[0.471388,0.1994997,0.01617822,0.2399107,0.04161033,0.0005331882,0.0004141502,0.000163204,0.03030245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02129344,"threshold_uncertainty_score":0.07123363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837121027921892,"score_gpt":0.4475652030198686,"score_spread":0.3891939927406497,"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."}}