{"id":"W4230602793","doi":"10.31234/osf.io/w8e4b","title":"Exposure to High-Rise Buildings Negatively Influences Affect: Evidence from Real World and 360-degree Video","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Noise Effects and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Affect (linguistics); High rise; Degree (music); Built environment; Psychology; Applied psychology; Engineering; Civil engineering; Communication","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":[0.0006784326,0.0001803035,0.0001510543,0.0002683907,0.000266743,0.0007477468,0.0001821157,0.000288719,0.002097039],"category_scores_gemma":[0.00376972,0.0001734545,0.0001665457,0.0002163311,0.0005542609,0.0002127031,0.0004351116,0.0002054973,0.0002353399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763021,"about_ca_system_score_gemma":0.0001037857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003878179,"about_ca_topic_score_gemma":0.007509049,"domain_scores_codex":[0.9993219,0.0003764166,0.0000276637,0.00008556232,0.0001412685,0.00004713606],"domain_scores_gemma":[0.9967527,0.001659724,0.0008609421,0.0002280223,0.0002755268,0.0002229765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00565676,0.002634679,0.8956521,0.0008547239,0.0005533241,0.0004728028,0.02119066,0.0004255852,0.0299794,0.0001851801,0.0008140306,0.04158076],"study_design_scores_gemma":[0.00002876647,0.0007195874,0.9949257,0.00001908571,0.00005408929,0.00007718927,0.00295593,0.00008119951,0.0006323393,0.00002293854,0.0004746606,0.000008391407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991959,0.00006095746,0.00005037527,0.00001008635,0.000002909971,0.000006741911,0.00002920526,9.078841e-7,0.0006429387],"genre_scores_gemma":[0.9993495,0.0001354688,0.00009365287,0.00002260278,0.000006952986,0.00001346625,0.00005089022,0.000002274572,0.0003251861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003878179,"threshold_uncertainty_score":0.007711232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197699240541845,"score_gpt":0.4130836401122511,"score_spread":0.2933137160580666,"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."}}