{"id":"W7042536025","doi":"","title":"Preview active suspension design for convoy vehicles","year":2009,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Sprung mass; Active suspension; Controller (irrigation); Acceleration; Vehicle dynamics; Control (management); Active safety; Suspension (topology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007429565,0.0005382369,0.0008947537,0.0009988586,0.001354109,0.0001612661,0.001159047,0.001094145,0.00007259155],"category_scores_gemma":[0.0002704269,0.000604645,0.0004944286,0.001089584,0.0002007297,0.0006981731,0.0001112104,0.001195884,0.00005376916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190049,"about_ca_system_score_gemma":0.0007312161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674171,"about_ca_topic_score_gemma":0.0001881539,"domain_scores_codex":[0.9960459,0.001036799,0.0003623081,0.0008529258,0.0008477999,0.0008542204],"domain_scores_gemma":[0.9968095,0.0009314528,0.0001444274,0.0005224128,0.00116823,0.0004239907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09656871,0.001487436,0.00003072458,0.004374993,0.004178798,0.007902562,0.003881334,0.02002155,0.396945,0.07035076,0.3011489,0.09310924],"study_design_scores_gemma":[0.01262954,0.003009581,0.0004400841,0.001030536,0.001220935,0.00002478676,0.005050837,0.01028631,0.113317,0.001647222,0.8487875,0.002555748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3073393,0.004419016,0.02987031,0.0006644321,0.09606135,0.02565354,0.0008277162,0.005078906,0.5300855],"genre_scores_gemma":[0.5090532,0.009863029,0.003836583,0.0000451771,0.02748234,0.00001789826,0.003695553,0.0004240408,0.4455822],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5476386,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364003199342665,"score_gpt":0.2633925971723006,"score_spread":0.2269922772380341,"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."}}