{"id":"W54617552","doi":"","title":"CRASH DECK SOLUTION PROVIDES SUPPORT FOR A14 BRIDGE STRENGTHENING","year":2003,"lang":"en","type":"article","venue":"CONCRETE","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deck; Crash; Engineering; Structural engineering; Spall; Bridge deck; Forensic engineering; Girder; Bridge (graph theory); 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":[0.0001357497,0.0001055703,0.0001424452,0.00005442798,0.00006718143,0.00002432858,0.00005543306,0.00005600613,0.0001794543],"category_scores_gemma":[0.00005480808,0.0001122482,0.0001081761,0.0001145434,0.00001814522,0.0001795448,0.000001470055,0.00006081614,0.0000305534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002705055,"about_ca_system_score_gemma":0.00002781404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005645632,"about_ca_topic_score_gemma":0.00001225108,"domain_scores_codex":[0.9993685,0.00001107254,0.0002112709,0.0001081055,0.00008157105,0.0002194369],"domain_scores_gemma":[0.9996774,0.0000592628,0.00002933728,0.0001193682,0.00004230617,0.00007229335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003867109,0.000037722,0.1519281,0.002685952,0.004107044,0.00007022964,0.02133205,0.08882807,0.4433477,0.05511909,0.1316056,0.1005517],"study_design_scores_gemma":[0.004586732,0.0003509246,0.1381808,0.0001293822,0.0008478039,0.00002398005,0.0006014305,0.1143937,0.1240209,0.001181433,0.6138555,0.001827445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.677038,0.0003035049,0.3155904,0.00007561692,0.0003265995,0.0003165586,0.00009496816,0.0004651274,0.005789184],"genre_scores_gemma":[0.9966294,0.0000334927,0.002816232,0.00005100916,0.00004355768,0.00001650627,0.0000823493,0.0000240699,0.0003034278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4822499,"threshold_uncertainty_score":0.4577351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974522646131559,"score_gpt":0.243424336489304,"score_spread":0.2236791100279885,"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."}}