{"id":"W2276486817","doi":"10.4271/2006-01-3496","title":"Stochastic Modeling of a Four Wheel Drive Loader Linkage","year":2006,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Loader; Linkage (software); Automotive engineering; Computer science; Engineering; Operating system","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":[0.000990015,0.0005127843,0.0009523468,0.0006114708,0.0005411836,0.001416387,0.001347053,0.001822039,0.004911857],"category_scores_gemma":[0.00256541,0.000674979,0.0006489871,0.0007732796,0.000936326,0.0009289357,0.000747417,0.000851031,0.000561112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294855,"about_ca_system_score_gemma":0.0009961022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287099,"about_ca_topic_score_gemma":0.01111223,"domain_scores_codex":[0.9996025,0.00008324048,0.00001443259,0.0001075681,0.00009511702,0.00009720991],"domain_scores_gemma":[0.9985776,0.0006853011,0.0003293677,0.00007014448,0.0002058551,0.0001317105],"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":[0.00002351852,0.00001081471,0.0003653029,0.000008009089,0.000008331399,0.00004874982,0.0000136915,0.9942747,0.0003279493,0.004038511,0.0001997207,0.0006807027],"study_design_scores_gemma":[0.000003048607,0.000006672862,0.0001900379,0.000001131699,0.000002423788,0.000003919236,0.000004122173,0.999099,0.00003787298,0.0005565855,0.00009126408,0.000004032066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5068371,0.0006704074,0.4616951,0.001344156,0.0001372834,0.0001133018,0.001358997,0.0006350444,0.02720854],"genre_scores_gemma":[0.9726568,0.0001878087,0.004626484,0.00005457941,0.00003051996,0.00006988873,0.0003857346,0.00005386099,0.02193416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287099,"threshold_uncertainty_score":0.04547572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016336243277813,"score_gpt":0.2096867539480193,"score_spread":0.1995233915152412,"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."}}