{"id":"W4318424485","doi":"","title":"Comparison of two force identification methods from full field vibration measurements performed with optical deflectometry","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Vibration; Identification (biology); Computer science; Field (mathematics); Optics; Acoustics; Physics; Mathematics","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":[0.001082242,0.0008450848,0.0005960905,0.002014755,0.00036742,0.0007936111,0.0007402177,0.001400546,0.002472501],"category_scores_gemma":[0.003208875,0.0002541961,0.0004492101,0.0006459109,0.0002767145,0.000946957,0.0006015847,0.0004079544,0.00116866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601045,"about_ca_system_score_gemma":0.0002888189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138631,"about_ca_topic_score_gemma":0.001871742,"domain_scores_codex":[0.9991266,0.0001583691,0.00005136543,0.0001785564,0.000408854,0.00007622789],"domain_scores_gemma":[0.9969499,0.001637285,0.0001683496,0.0002486969,0.000928126,0.00006756772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003343544,0.0006150402,0.01167125,0.0009845856,0.0002281094,0.0001420901,0.0003000833,0.009758933,0.3235255,0.0005726138,0.001590884,0.6472673],"study_design_scores_gemma":[0.0003749036,0.002509459,0.1663357,0.0001587649,0.000378695,0.001739232,0.0005867813,0.4769908,0.3415356,0.001148105,0.008020591,0.0002214065],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4606506,0.002259675,0.5287389,0.0002316404,0.0004281296,0.0001808593,0.0006643509,0.002124948,0.004720841],"genre_scores_gemma":[0.8534335,0.0006128202,0.1408543,0.0001439576,0.0001027123,0.0001361729,0.0009282017,0.0001957661,0.003592563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002472501,"threshold_uncertainty_score":0.008271277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05566624794748006,"score_gpt":0.3658363701406001,"score_spread":0.31017012219312,"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."}}