{"id":"W3026530465","doi":"","title":"Setting up plane and thin panels with representative simply supported boundary conditions: Comparative results and applications in three laboratories","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Vibration; Plane (geometry); Boundary (topology); Boundary value problem; Acoustics; Boundary layer; Engineering; Computer science; Physics; Aerospace engineering; Mathematics; Geometry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002359021,0.0003324533,0.000416505,0.0002449329,0.0004710405,0.0003515326,0.0004339794,0.0001839959,0.00002800328],"category_scores_gemma":[0.0005539547,0.0003316426,0.00002590721,0.0005002837,0.0008551726,0.0002245229,0.000858322,0.0007771147,0.000006298192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131574,"about_ca_system_score_gemma":0.0002483678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006781067,"about_ca_topic_score_gemma":0.003734328,"domain_scores_codex":[0.9968969,0.001195448,0.000515356,0.0006906726,0.0003482505,0.000353333],"domain_scores_gemma":[0.9947387,0.002421933,0.0002391761,0.001081491,0.001343206,0.0001755159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007632326,0.001512342,0.1348491,0.004606352,0.002415393,0.000119409,0.7071885,0.01446894,0.01488716,0.09753227,0.01392747,0.007729749],"study_design_scores_gemma":[0.008913077,0.00001546176,0.3928728,0.008107299,0.0003726955,0.0001022247,0.02782046,0.3813735,0.07806804,0.08600605,0.01237107,0.003977306],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066784,0.001176856,0.07065164,0.001792198,0.00009038787,0.001974232,0.002258801,0.0004095176,0.014968],"genre_scores_gemma":[0.9863793,0.0003598903,0.01041204,0.00001496396,0.00002832981,0.0003193348,0.002039876,0.00004676775,0.0003995324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793681,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335541793943256,"score_gpt":0.2776952419131664,"score_spread":0.2543398239737338,"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."}}