{"id":"W2514659823","doi":"","title":"Sound Absorption and Scattering Properties of Living walls: Applications to Room Acoustics","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Reverberation; Scattering; Room acoustics; Acoustics; Noise (video); Absorption (acoustics); Materials science; Environmental science; Physics; Computer science; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696217,0.000108952,0.0001480035,0.0001801578,0.0003398506,0.00001289526,0.0001198678,0.00008612428,0.0001001493],"category_scores_gemma":[0.0003274163,0.0000814881,0.00001649039,0.000109342,0.00004743618,0.00005937458,0.00009437952,0.00009954556,0.0001181133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307182,"about_ca_system_score_gemma":0.000240597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005559831,"about_ca_topic_score_gemma":0.00942207,"domain_scores_codex":[0.9990075,0.00005003452,0.0002552355,0.000186617,0.0001038114,0.0003968304],"domain_scores_gemma":[0.9989157,0.0002375735,0.00007907649,0.0002634495,0.0001311722,0.0003730701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001055722,0.00002822248,0.008204638,0.00139294,0.00005017714,0.000004236947,0.002535614,0.0003053777,0.9422635,0.00287743,0.01598936,0.02633797],"study_design_scores_gemma":[0.001463407,0.0005642046,0.8645008,0.01617245,0.0007663443,0.00001006008,0.01472223,0.004255427,0.0008668249,0.003233726,0.09113015,0.00231433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694385,0.0001752966,0.1244747,0.002024104,0.0004454515,0.001732915,0.0001127405,0.0000623294,0.001533954],"genre_scores_gemma":[0.9950564,0.00006962963,0.001009825,0.001010526,0.0002364656,0.0002035894,0.000001333033,0.00002703411,0.002385222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9413967,"threshold_uncertainty_score":0.8404838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428596207068493,"score_gpt":0.3154431336980052,"score_spread":0.2725835129911559,"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."}}