{"id":"W2001777058","doi":"10.4028/www.scientific.net/amm.117-119.1383","title":"The Thickness Testing Technology of the Metal Base and Anticorrosion for Double Coating Corrugated Sheet Steel Beams for Guardrail","year":2011,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","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":"Coating; Sheet metal; Structural engineering; Base (topology); Materials science; Base metal; Sheet steel; Engineering; Metallurgy; Composite material","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":[0.0006327182,0.0006902473,0.0003268727,0.0009425077,0.0004575248,0.0002596393,0.0008267373,0.0005256031,0.001326271],"category_scores_gemma":[0.001212228,0.0003988892,0.000322709,0.0004288169,0.0004260513,0.0007539741,0.000429602,0.0004818006,0.0002651142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332352,"about_ca_system_score_gemma":0.0005578798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710956,"about_ca_topic_score_gemma":0.003713597,"domain_scores_codex":[0.9988295,0.00008124469,0.00005703764,0.0001407955,0.0008294136,0.00006190255],"domain_scores_gemma":[0.9986456,0.0001866822,0.0002226008,0.0001464973,0.0007348204,0.00006387346],"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":[0.00008778716,0.00001639796,0.004008328,0.0001417923,0.00001224213,0.0001295284,0.000253092,0.0004900108,0.9714228,0.000388713,0.0002692897,0.02278007],"study_design_scores_gemma":[0.00001643202,0.0006136585,0.01882562,0.00001921851,0.00006203018,0.0008681259,0.0001989362,0.009354709,0.9666399,0.0001463503,0.003196989,0.00005808924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738996,0.001191954,0.2157254,0.000215854,0.0002500576,0.0001720316,0.0002968567,0.00109679,0.007151566],"genre_scores_gemma":[0.9029324,0.000395182,0.09346262,0.00007856385,0.00002242643,0.00007967719,0.0001446298,0.00006297174,0.002821525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001710956,"threshold_uncertainty_score":0.004436791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697424845339245,"score_gpt":0.2145832140889404,"score_spread":0.187608965635548,"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."}}