{"id":"W1499377802","doi":"","title":"실험적 MR댐퍼 모델을 사용한 1/4 차량 진동 시뮬레이션","year":2005,"lang":"ko","type":"article","venue":"한국소음진동공학회 학술대회논문집","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Damper; Quarter (Canadian coin); Nonlinear system; Suspension (topology); Engineering; Simulation; Control theory (sociology); Structural engineering; Computer science; Mathematics; Physics; Control (management); Artificial intelligence","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000760007,0.0009441478,0.0008200573,0.0005834177,0.0002484462,0.0003093629,0.001197535,0.000696994,0.002846478],"category_scores_gemma":[0.0001631006,0.001066905,0.0003584298,0.001061581,0.0001807322,0.0003852266,0.000389257,0.002074206,0.0145033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007895864,"about_ca_system_score_gemma":0.0001528189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576628,"about_ca_topic_score_gemma":0.0001001176,"domain_scores_codex":[0.9945721,0.00008268182,0.0009097467,0.0009674922,0.001221215,0.002246762],"domain_scores_gemma":[0.9969757,0.0003164497,0.00009094767,0.001673921,0.0001530218,0.0007900004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008521763,0.0006243767,0.003398964,0.001792355,0.001750069,0.000454611,0.002955052,0.6820033,0.04969173,0.01285718,0.117318,0.1270691],"study_design_scores_gemma":[0.002419168,0.0002104447,0.01175815,0.000501761,0.0002501018,0.00007722384,0.0001875098,0.2422926,0.0376434,0.0002996634,0.7018131,0.002546911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7040125,0.02326247,0.02325025,0.00620016,0.006435439,0.002882632,0.0003246889,0.006083224,0.2275487],"genre_scores_gemma":[0.9739262,0.00171762,0.006618973,0.0001937717,0.003808433,0.0001406799,0.00004449013,0.0004824504,0.01306731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5844951,"threshold_uncertainty_score":0.9991781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009169965531289442,"score_gpt":0.2396096211734126,"score_spread":0.2304396556421232,"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."}}