{"id":"W1964180094","doi":"10.4028/www.scientific.net/amr.433-440.51","title":"Vibrating Loads Identification Using Inverse Acoustics in Fluid-Structure Interaction","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Structural acoustics; Acoustics; Vibration; Inverse; Inverse problem; Holography; Acoustic holography; Point (geometry); Computer science; Physics; Mathematics; Optics; Mathematical analysis","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":[0.0003925674,0.0003866328,0.0005488163,0.0004929533,0.0002777393,0.0004730323,0.0003470909,0.000595631,0.001432837],"category_scores_gemma":[0.0008522751,0.0002609193,0.0003774464,0.0003394874,0.0006721965,0.0007286004,0.0005685401,0.0005100673,0.0004462181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500642,"about_ca_system_score_gemma":0.0002665315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000686556,"about_ca_topic_score_gemma":0.0008691492,"domain_scores_codex":[0.9997298,0.0000726268,0.00001078214,0.00004553706,0.0001264672,0.00001482072],"domain_scores_gemma":[0.9997953,0.0001325471,0.00001921744,0.00001599094,0.00003088808,0.000006158739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002730306,0.00008951683,0.001636997,0.0004973195,0.00007605502,0.0004210896,0.000702423,0.2089503,0.3574947,0.03582603,0.0007755911,0.3932569],"study_design_scores_gemma":[0.00000920892,0.00008421196,0.0008786481,0.0000186212,0.00002179486,0.0002793885,0.00006796364,0.9524547,0.03183036,0.01077726,0.003541244,0.00003654083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02145859,0.000272232,0.9765832,0.00005500897,0.00002771871,0.00001777342,0.00001107271,0.0001676749,0.001406663],"genre_scores_gemma":[0.4901649,0.0006343743,0.5038021,0.00003574154,0.00005099239,0.00005727747,0.00004506397,0.00006987863,0.005139621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001432837,"threshold_uncertainty_score":0.004793286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659692946325955,"score_gpt":0.3751835527511278,"score_spread":0.3092142581185323,"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."}}