{"id":"W4405759192","doi":"10.1088/1742-6596/2909/1/012008","title":"Computation of the Damping Loss Factor of Heterogeneous Meta-structure using the Wave Finite Element-based Methodology","year":2024,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computation; Finite element method; Computer science; Simple (philosophy); Loss factor; Structural engineering; Algorithm; Engineering","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":[0.0002242654,0.0003440111,0.000301559,0.0004526598,0.0001322046,0.0003207466,0.0004410828,0.0004071751,0.001393571],"category_scores_gemma":[0.0006105684,0.000176795,0.0003166322,0.0002499021,0.0002124482,0.0002977336,0.0002100402,0.0002161983,0.0003001358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942348,"about_ca_system_score_gemma":0.0003073244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103456,"about_ca_topic_score_gemma":0.00124454,"domain_scores_codex":[0.9999293,0.00001457156,0.000003896387,0.00001050826,0.00003397944,0.000007681415],"domain_scores_gemma":[0.9997882,0.0001111856,0.00002619647,0.00002464719,0.00004071443,0.000008941633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005399785,0.0000429335,0.001917741,0.00008646271,0.00002326385,0.000100413,0.00005468086,0.8980718,0.06254868,0.00378495,0.0001396682,0.03317538],"study_design_scores_gemma":[0.000002260876,0.00001762693,0.0002923255,0.000004067439,0.000002238943,0.00001744385,0.000008107471,0.9944455,0.004802082,0.0002253658,0.0001803867,0.000002611411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.149053,0.00004208994,0.8483847,0.00002352542,0.000007848769,0.00003038765,0.00006971716,0.0002308978,0.002157913],"genre_scores_gemma":[0.8061176,0.00004817313,0.1923322,0.000008712472,0.000002848552,0.00007462339,0.00008275644,0.00004100857,0.001292105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001393571,"threshold_uncertainty_score":0.004661918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842222018752849,"score_gpt":0.334928313620485,"score_spread":0.1507061117452001,"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."}}