{"id":"W7015144937","doi":"","title":"Simulation of GPHE diagonal based on full material history","year":2021,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gasket; Finite element method; Necking; Diagonal; Sheet metal; Material properties; Residual stress; Metal forming","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816343,0.0004548437,0.0005537471,0.0005732824,0.0006429296,0.001281762,0.00121939,0.001542063,0.01147827],"category_scores_gemma":[0.001213259,0.0003755899,0.0006520909,0.0006025829,0.0006399705,0.0009558147,0.0007899578,0.0007282523,0.0009933216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006505765,"about_ca_system_score_gemma":0.001051684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005763503,"about_ca_topic_score_gemma":0.005504571,"domain_scores_codex":[0.9997076,0.00004122916,0.00001363612,0.00004214378,0.0001356079,0.00005971968],"domain_scores_gemma":[0.9996117,0.0001560663,0.00003064564,0.00007010678,0.00008928003,0.00004228297],"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":[0.00009384526,0.00008363989,0.001894618,0.0001211347,0.000022166,0.0002086769,0.0001054201,0.9747232,0.006111265,0.005975058,0.001718818,0.008942215],"study_design_scores_gemma":[0.00001800154,0.00004405071,0.0005276838,0.00001753813,0.00000692187,0.00004732532,0.00003851703,0.9917833,0.002685674,0.001290161,0.003529948,0.0000109756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6465377,0.0007617006,0.2237644,0.0009749856,0.0004347158,0.0004348416,0.004489939,0.003259383,0.1193423],"genre_scores_gemma":[0.9290178,0.0003858217,0.04486442,0.0001447596,0.00002337735,0.00036515,0.002021594,0.0003993082,0.02277775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147827,"threshold_uncertainty_score":0.03839868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699484687858929,"score_gpt":0.2198530710169543,"score_spread":0.202858224138365,"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."}}