{"id":"W4390740509","doi":"10.3390/ijerph21010084","title":"Student’s Self-Reported Experience of Soundscape: The Link between Noise, Psychological and Physical Well-Being","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université de Montréal","funders":"Fonds de recherche du Québec","keywords":"Soundscape; Noise (video); Feeling; Perception; Psychology; Social psychology; Computer science; Acoustics; Sound (geography); Artificial intelligence","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":[0.0006360933,0.000129414,0.0002157214,0.0006995092,0.0003755499,0.0007650491,0.0002377667,0.0003115592,0.001836989],"category_scores_gemma":[0.002480985,0.0001144049,0.0002089662,0.000485994,0.0005286756,0.000229624,0.0003762568,0.0003954078,0.0002516134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525416,"about_ca_system_score_gemma":0.0005139607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05513444,"about_ca_topic_score_gemma":0.1110601,"domain_scores_codex":[0.9995809,0.00008819107,0.00004078927,0.00004020456,0.0001801682,0.00006981986],"domain_scores_gemma":[0.9980387,0.0003544683,0.0006636673,0.0000673132,0.0004579127,0.0004179303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002896404,0.00006022899,0.9956521,0.00001815139,0.00002667257,0.00002522654,0.001316487,0.0000272072,0.0003774345,0.00001178217,0.0000704398,0.00238523],"study_design_scores_gemma":[4.492866e-7,0.0000340668,0.9986645,0.000002680582,0.000003634402,0.00001282995,0.001127333,0.0000361706,0.00003136816,0.000003569563,0.00008115429,0.000002261564],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992263,0.00005260076,0.00003536975,0.00002770467,0.000002625607,0.000005322499,0.00007595393,0.000001919507,0.0005721445],"genre_scores_gemma":[0.9995947,0.00004447144,0.00003319037,0.0000101545,0.000001748759,0.00000366704,0.00007073156,5.881762e-7,0.0002406611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05513444,"threshold_uncertainty_score":0.1096271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093645909270998,"score_gpt":0.5195446837101103,"score_spread":0.4101800927830105,"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."}}