{"id":"W3154900428","doi":"10.22215/etd/2015-10860","title":"Spatial Dynamic Modelling of High Speed Craft Suspension Seating","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Suspension (topology); Stiffness; Structural engineering; Acceleration; Hull; Simulation; Engineering; Computer science; Marine engineering; Mathematics","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":[0.0002094868,0.0005497417,0.000508862,0.0005252167,0.0004439083,0.001330421,0.001036288,0.001195516,0.003786605],"category_scores_gemma":[0.000722585,0.0003983027,0.0005799585,0.0004834463,0.0006012915,0.0006260137,0.0008109308,0.0004212796,0.0006803624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006474325,"about_ca_system_score_gemma":0.0009583201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03846183,"about_ca_topic_score_gemma":0.01576465,"domain_scores_codex":[0.9998521,0.00002667084,0.000008403629,0.00002465648,0.00005465257,0.00003340726],"domain_scores_gemma":[0.9997783,0.0000727853,0.00003783845,0.00001636223,0.00007041634,0.0000243212],"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":[0.00002121627,0.000015351,0.0006276621,0.00001844317,0.000007288524,0.00007846917,0.00003876937,0.9943966,0.001354443,0.00122816,0.0001443222,0.002069299],"study_design_scores_gemma":[0.000002264019,0.000009872359,0.0002675397,0.000002781725,0.000002180985,0.00000899162,0.00001877673,0.9990796,0.0001400313,0.0001697049,0.0002955573,0.000002686475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5893322,0.0009600976,0.3340182,0.0006853229,0.0001506417,0.0001416087,0.001069324,0.0005296376,0.07311299],"genre_scores_gemma":[0.9874483,0.0003355225,0.003264559,0.00003191267,0.00001633287,0.00003681353,0.0001755904,0.00003721708,0.008653734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03846183,"threshold_uncertainty_score":0.07647592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537108487967845,"score_gpt":0.3094779641397102,"score_spread":0.2741068792600318,"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."}}