{"id":"W4415576476","doi":"10.25144/14263","title":"PERFORMANCE OPTIMISATION OF SMALL REVERBERANT ROOM WITH HANGING DIFFUSERS","year":2022,"lang":"","type":"article","venue":"","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Noise (video); Microphone; Line (geometry)","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":[0.0009753346,0.001019166,0.0008227807,0.0005459116,0.0002316217,0.0006579417,0.00118467,0.0005303409,0.001970632],"category_scores_gemma":[0.001978866,0.0003146089,0.0006866634,0.0003736895,0.0003643606,0.0005657247,0.0005575633,0.0002914431,0.0009216931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949155,"about_ca_system_score_gemma":0.0002109239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006010279,"about_ca_topic_score_gemma":0.0006931379,"domain_scores_codex":[0.9989717,0.0002265215,0.00006054875,0.000268324,0.000365025,0.0001080121],"domain_scores_gemma":[0.9981273,0.0007105161,0.0002256406,0.0003220335,0.0004638428,0.000150738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005857968,0.0001673981,0.001670872,0.0001949161,0.00003417175,0.0001849126,0.0001667345,0.008697229,0.9652094,0.0001640608,0.0001239989,0.0228006],"study_design_scores_gemma":[0.00005191703,0.002111511,0.00877596,0.00001633601,0.0001160351,0.0003549598,0.0001264829,0.02240597,0.9641298,0.00006603485,0.001786278,0.00005868793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196287,0.0004855868,0.07715806,0.00004270011,0.00004581952,0.00004732948,0.00008582677,0.001070029,0.00143604],"genre_scores_gemma":[0.9570236,0.0002746009,0.04091782,0.00002937785,0.00001751661,0.00003329649,0.0001138112,0.0001278208,0.001462052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001970632,"threshold_uncertainty_score":0.006592393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761126717361908,"score_gpt":0.2058271977114983,"score_spread":0.1882159305378792,"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."}}