{"id":"W2237597711","doi":"10.4271/2010-01-1139","title":"Metrics for Evaluating the Ride Handling Compromise","year":2010,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Compromise; Computer science","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003598847,0.0007196052,0.001166632,0.0003190614,0.0009749944,0.000152361,0.0009299892,0.0009300464,0.0004144013],"category_scores_gemma":[0.01376654,0.0004973908,0.0006465947,0.001128485,0.001065016,0.0003494932,0.0003196998,0.002760737,0.000101907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588808,"about_ca_system_score_gemma":0.0004107141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004115182,"about_ca_topic_score_gemma":0.02356026,"domain_scores_codex":[0.9946004,0.000233979,0.001382937,0.001218598,0.001454676,0.001109409],"domain_scores_gemma":[0.9920812,0.004410877,0.0004284454,0.002036025,0.0004027073,0.0006407815],"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":[0.001110531,0.0004246015,0.000371292,0.0001893489,0.00005523866,0.00001561329,0.00002801003,0.00001351115,0.9720964,0.01070235,0.003219418,0.01177364],"study_design_scores_gemma":[0.003178519,0.006817996,0.9417509,0.0003614573,0.000330068,0.0002292501,0.00009023436,0.000007924164,0.001747842,0.002701752,0.04213563,0.0006483815],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362096,0.0005014885,0.00002154235,0.03600078,0.0009009927,0.006275443,0.00006936317,0.002713731,0.01730702],"genre_scores_gemma":[0.9506022,0.0001368464,0.03897272,0.007939908,0.0005799775,0.001018589,0.00007615778,0.0001690774,0.000504521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9703486,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213911001987179,"score_gpt":0.366675530255231,"score_spread":0.3245364202353592,"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."}}