{"id":"W566613237","doi":"","title":"HPC for Durability of the Confederation Bridge","year":2005,"lang":"en","type":"article","venue":"HPC Bridge Views","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Engineering; Durability; Civil engineering; Mile; Forensic engineering; Geology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001278076,0.0001076875,0.000179082,0.00003251937,0.00005642962,0.00002200161,0.0001091182,0.00004571671,0.00006843056],"category_scores_gemma":[0.00005392327,0.00007992307,0.0001651858,0.00009956999,0.00002664528,0.0000915664,0.0000104196,0.00006735795,0.00001270394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004364185,"about_ca_system_score_gemma":0.00000981324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001798717,"about_ca_topic_score_gemma":0.00008074649,"domain_scores_codex":[0.9993619,0.0000172716,0.0002941481,0.0001111122,0.00009348734,0.0001221344],"domain_scores_gemma":[0.9995753,0.0000371259,0.00004156129,0.0002628264,0.00004967332,0.00003354164],"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":[0.00001793986,0.00003995909,0.0009238073,0.0004793552,0.0001840989,1.925476e-7,0.0008594932,0.6683968,0.08448245,0.006428848,0.02957073,0.2086163],"study_design_scores_gemma":[0.0004129936,0.00001831181,0.07620348,0.00002371579,0.0000552278,0.000004720184,0.00001304191,0.7285772,0.09423362,0.00007434957,0.1001615,0.0002218645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5217345,0.0005097282,0.4728111,0.001133421,0.0006394461,0.0006348408,0.00008307929,0.0002990933,0.002154795],"genre_scores_gemma":[0.9985912,0.00002380683,0.0009447021,0.00009336182,0.0001446663,0.00002688323,0.00001706847,0.00001544047,0.0001428103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4768568,"threshold_uncertainty_score":0.3259168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582952964641817,"score_gpt":0.2609487018900036,"score_spread":0.2251191722435855,"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."}}