{"id":"W2021808080","doi":"10.4271/2011-28-0129","title":"Simulation and Test Correlation of Wheel Impact Test","year":2011,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Test (biology); Correlation; Computer science; Mathematics; Geology","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":[0.0004176134,0.0004678494,0.0005697886,0.0002599921,0.0001417636,0.00004663587,0.0004040498,0.0005913145,0.0005299034],"category_scores_gemma":[0.002910109,0.0004048545,0.000214423,0.0006944873,0.0003380135,0.0004297951,0.0001448067,0.0008721314,0.00005738139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525595,"about_ca_system_score_gemma":0.00004086353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003093214,"about_ca_topic_score_gemma":0.002584299,"domain_scores_codex":[0.9975429,0.00004523089,0.0007976136,0.0005102341,0.000541897,0.000562132],"domain_scores_gemma":[0.9969287,0.001756867,0.00008999841,0.000773919,0.0001151405,0.0003353696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006476537,0.0002493194,0.0007603389,0.00008940633,0.00003019058,0.000007208607,0.00003610914,0.01161739,0.9796879,0.003251156,0.0002904759,0.003915786],"study_design_scores_gemma":[0.0004434887,0.001435831,0.9945478,0.0001591796,0.00004234519,0.00002031837,0.00002520536,0.0006447528,0.000472862,0.0008535651,0.0009179831,0.000436605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409966,0.0007066531,0.0003570371,0.0003476578,0.0003070742,0.001706223,0.0002307925,0.005275736,0.05007226],"genre_scores_gemma":[0.9960241,0.0001808955,0.003316563,0.00005010634,0.00006404474,0.00009188538,0.00003430888,0.0001013328,0.0001367814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9937875,"threshold_uncertainty_score":0.9998403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145679999931355,"score_gpt":0.2673159524669649,"score_spread":0.2458591524676513,"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."}}