{"id":"W7103576704","doi":"","title":"Approches numériques basées sur les ondes pour le contrôle non destructif des assemblages composés de guides d’ondes élastiques rectilignes connectés par des jonctions coudées","year":2024,"lang":"en","type":"article","venue":"theses.fr (ABES)","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homogeneous; Video recording; Wave propagation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001085547,0.000731525,0.0007648967,0.0004747127,0.0007248961,0.0008332517,0.0006745156,0.0003192805,0.0002114791],"category_scores_gemma":[0.001192826,0.000668029,0.0002526562,0.0006089664,0.001150682,0.001000196,0.0001996802,0.0006678458,0.00009292578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575363,"about_ca_system_score_gemma":0.0003858277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143855,"about_ca_topic_score_gemma":0.002568551,"domain_scores_codex":[0.9965623,0.0003248911,0.0006821974,0.0007064457,0.0004995913,0.001224557],"domain_scores_gemma":[0.9956316,0.002908745,0.00007378937,0.0005723063,0.0004653386,0.0003482301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001383649,0.0004245687,0.01980101,0.004492616,0.001484122,0.0001961361,0.02058802,0.02019208,0.878708,0.01842271,0.00457021,0.03098218],"study_design_scores_gemma":[0.0009021349,0.0003897776,0.02022795,0.002247833,0.0002503771,0.0003568458,0.0668024,0.102628,0.7169538,0.08417965,0.003226719,0.00183456],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977368,0.01082308,0.06681512,0.0001942981,0.0002878476,0.0005397326,0.00008304208,0.002419803,0.02110021],"genre_scores_gemma":[0.9807503,0.002243705,0.01570468,0.00001856511,0.0004950851,0.0002582603,0.00002579442,0.0002617164,0.0002418785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617542,"threshold_uncertainty_score":0.9995771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678412106745492,"score_gpt":0.2691477894477088,"score_spread":0.2323636683802539,"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."}}