{"id":"W2077066608","doi":"10.4028/www.scientific.net/amr.255-260.4150","title":"Research on Design of Neotype Wire Rope Safety Barrier","year":2011,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Wire rope; Engineering; Structural engineering; Finite element method; Rope; Crash test; Deformation (meteorology); Collision; Crash; Computer science; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002774386,0.0001404787,0.0003027611,0.0005321676,0.00016859,0.00002508745,0.0003557721,0.0001144661,0.003100247],"category_scores_gemma":[0.0001573431,0.0001265598,0.00004632456,0.0009646274,0.0001994719,0.0002659897,0.00003149865,0.0003378667,0.0004113202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008115421,"about_ca_system_score_gemma":0.00006797293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177434,"about_ca_topic_score_gemma":0.00001854733,"domain_scores_codex":[0.9974094,0.0004849314,0.0004318804,0.0002375798,0.0008021201,0.0006340895],"domain_scores_gemma":[0.9984682,0.0003613018,0.00002853859,0.0004985729,0.0004831841,0.00016016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001711316,0.00007380042,0.00007833981,0.0001672826,0.0001008456,0.00002298344,0.001260451,0.03079505,0.9562992,0.00374703,0.0004188238,0.005324857],"study_design_scores_gemma":[0.0004541392,0.0003751509,0.007616419,0.00009860768,0.000008612852,9.205196e-7,0.000502341,0.0002372137,0.9865535,0.001758722,0.00222402,0.0001703873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605974,0.0003868182,0.01600517,0.00006969501,0.0004006583,0.0009191464,0.0001959649,0.0002446661,0.02118046],"genre_scores_gemma":[0.9957429,0.0009866066,0.00270761,0.00000733139,0.00005168678,0.0000479372,0.00002307878,0.00005206884,0.0003808219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03514544,"threshold_uncertainty_score":0.9978111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531470493451484,"score_gpt":0.3791411693146766,"score_spread":0.2259941199695281,"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."}}