{"id":"W2472162277","doi":"","title":"Pliteq Inc. – 2015 Research in Architectural Acoustics","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Frame (networking); Acoustics; Stiffness; Structural engineering; Vibration isolation; Sound (geography); Architectural engineering; Vibration; Mechanical engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003739208,0.0001159982,0.0001263231,0.0006999099,0.00009020839,0.00005451439,0.0002063566,0.00013847,0.0002981742],"category_scores_gemma":[0.0001369125,0.0001010581,0.00001402371,0.0004964616,0.0001434685,0.00007130751,0.00002295695,0.0002193993,0.0002280323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005453319,"about_ca_system_score_gemma":0.0003197509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106568,"about_ca_topic_score_gemma":0.002279156,"domain_scores_codex":[0.998826,0.0000384198,0.0002563516,0.000145585,0.0001680435,0.0005655749],"domain_scores_gemma":[0.9991934,0.0001393049,0.00001354905,0.0002782396,0.0001843202,0.0001911845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001177276,0.000004607918,0.001294242,0.0001205052,0.00003953026,0.0001845443,0.0002865462,0.01080493,0.7644231,0.01071609,0.07282574,0.1392884],"study_design_scores_gemma":[0.008121427,0.0005156837,0.1606556,0.002154831,0.0001615186,0.001272113,0.003999294,0.1531839,0.02933498,0.08797138,0.5453857,0.007243601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776847,0.0001014882,0.00884203,0.0006911377,0.001935947,0.0002162301,0.0003644776,0.0001429798,0.01002101],"genre_scores_gemma":[0.9973258,0.00003923349,0.001668041,0.0001016609,0.0003567745,0.00001839303,0.00001284886,0.00003259963,0.0004446623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7350881,"threshold_uncertainty_score":0.4121031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301859772297239,"score_gpt":0.2860318933603945,"score_spread":0.2530132956374221,"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."}}