{"id":"W2901798958","doi":"10.3389/fpsyg.2018.02224","title":"Exploring the Validity of the Perceived Restorativeness Soundscape Scale: A Psycholinguistic Approach","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Noise Effects and Management","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"Foreign Affairs and International Trade Canada","keywords":"Soundscape; Perception; Applied psychology; Likert scale; Psychology; Construct validity; Normality; Scale (ratio); Terminology; Social psychology; Psychometrics; Clinical psychology; Developmental psychology","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":[0.0133304,0.0003359191,0.0003087952,0.002037022,0.001901201,0.001974162,0.0007685987,0.0004655227,0.001146214],"category_scores_gemma":[0.03694228,0.0003538334,0.0005616658,0.00115279,0.004828514,0.001116318,0.002281593,0.0009978114,0.0001498354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145649,"about_ca_system_score_gemma":0.003408228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346505,"about_ca_topic_score_gemma":0.02361684,"domain_scores_codex":[0.9933158,0.003932044,0.0005246603,0.0004459801,0.001554108,0.0002273362],"domain_scores_gemma":[0.975289,0.0186314,0.001739202,0.0008329634,0.003198918,0.0003085212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000252942,0.0006084162,0.4875012,0.0009204068,0.000145828,0.0004516913,0.3553314,0.001116917,0.01289896,0.01461928,0.001021553,0.1251314],"study_design_scores_gemma":[0.00006390479,0.0007641976,0.7987119,0.0003845927,0.00007645442,0.0003781639,0.1728717,0.004681767,0.00339638,0.009827617,0.008736142,0.0001072055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703936,0.0001981669,0.01502131,0.0005918039,0.00004288898,0.0006141526,0.00007926732,0.00002709425,0.01303166],"genre_scores_gemma":[0.9856632,0.0001151865,0.01268382,0.0001266278,0.00001309514,0.0008820226,0.00003864641,0.00001067228,0.0004667953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346505,"threshold_uncertainty_score":0.07049876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1907191451073417,"score_gpt":0.4296703761753264,"score_spread":0.2389512310679847,"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."}}