{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006161797,0.0009101437,0.0005722921,0.001439105,0.001116024,0.0007186641,0.001289398,0.0006631311,0.1022765],"category_scores_gemma":[0.001806585,0.0005067289,0.000388262,0.0003542262,0.0002864381,0.0005384407,0.00162997,0.0006943306,0.01866485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206805,"about_ca_system_score_gemma":0.001277224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669816,"about_ca_topic_score_gemma":0.008310951,"domain_scores_codex":[0.9991853,0.00007496258,0.00005154589,0.0001031444,0.0004239635,0.0001611335],"domain_scores_gemma":[0.998024,0.0002064542,0.00008359805,0.0003309711,0.001074195,0.0002808027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002610022,0.001414274,0.03826398,0.0006938438,0.00006148483,0.00470328,0.001174457,0.007724638,0.1837118,0.006202427,0.1774154,0.5760245],"study_design_scores_gemma":[0.0008920482,0.00730561,0.1496065,0.0002022975,0.0001446345,0.005498127,0.002320192,0.02383883,0.1209535,0.001490983,0.6874902,0.0002572121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720544,0.0004775969,0.05991941,0.0009542009,0.0009906236,0.002284554,0.00877108,0.02166525,0.1843933],"genre_scores_gemma":[0.7316351,0.0002599247,0.03709755,0.0002629783,0.0001562769,0.0006241701,0.008209684,0.001256399,0.2204979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022765,"threshold_uncertainty_score":0.342149,"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."}}