{"id":"W781000661","doi":"","title":"Unique Resources for Research and Development in Acoustics and Vibration at GAUS","year":2015,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Ministère de l'Économie, de l’Innovation et des Exportations du Québec","keywords":"Engineering; Acoustics; Work (physics); Computer science; Telecommunications; Physics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002092499,0.0007326018,0.0007542486,0.002049972,0.005348743,0.003152241,0.001318584,0.001028077,0.1203286],"category_scores_gemma":[0.004717825,0.0007008761,0.0005391956,0.001473162,0.002052211,0.001219648,0.007054784,0.001417919,0.03443948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007203275,"about_ca_system_score_gemma":0.05966768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3082005,"about_ca_topic_score_gemma":0.5260546,"domain_scores_codex":[0.9963638,0.0003616433,0.0001074544,0.0004798126,0.001735783,0.0009514919],"domain_scores_gemma":[0.9912153,0.0008913113,0.0002918877,0.0007853712,0.002787254,0.004028883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009404086,0.0002722572,0.013197,0.001148621,0.00005444656,0.001970179,0.006980547,0.001572126,0.02507263,0.06220699,0.428218,0.4583667],"study_design_scores_gemma":[0.00002074599,0.00003661411,0.006390343,0.00009181642,0.00001001284,0.0002812145,0.001099142,0.0002996243,0.001588426,0.001079982,0.9890622,0.00003983805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06998982,0.0140632,0.05871149,0.03192331,0.005027976,0.001173373,0.02221015,0.01290412,0.7839966],"genre_scores_gemma":[0.2461313,0.005385705,0.07069741,0.001594979,0.0003835831,0.0004960378,0.005091286,0.002656496,0.6675632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6917995,"threshold_uncertainty_score":0.6128132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08925209098938656,"score_gpt":0.3011014654017046,"score_spread":0.211849374412318,"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."}}