{"id":"W161185533","doi":"10.14359/56607","title":"Shear Strength Evaluation of Concrete Bridge Girders","year":2009,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Girder; Structural engineering; Bridge (graph theory); Shear (geology); Engineering; Shear strength (soil); Forensic engineering; Geotechnical engineering; Computer science; Geology; Materials science; Composite material","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":[0.0006471016,0.0005909816,0.0002743409,0.001648103,0.0002506337,0.0002848485,0.0004460591,0.0003490301,0.005311822],"category_scores_gemma":[0.0008207549,0.0002456312,0.0003720621,0.0005516533,0.0001861478,0.0002980533,0.0003936857,0.0002752573,0.0016573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889619,"about_ca_system_score_gemma":0.0002054515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797254,"about_ca_topic_score_gemma":0.005854971,"domain_scores_codex":[0.9994598,0.00004855792,0.00003486107,0.00007457091,0.0003314874,0.00005064464],"domain_scores_gemma":[0.9993012,0.0001045404,0.0000672067,0.00005415486,0.000406461,0.00006645724],"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":[0.001707629,0.0004503193,0.1347032,0.0004034243,0.0002040218,0.0005343945,0.0005248584,0.1188212,0.553967,0.001123012,0.002976586,0.1845845],"study_design_scores_gemma":[0.00006544959,0.005699046,0.509158,0.0001757064,0.0002593877,0.0006903792,0.001089865,0.1284351,0.3445101,0.0009606018,0.008850507,0.0001059055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870268,0.0002884694,0.005510319,0.00001655368,0.00003706492,0.00004121545,0.0008162119,0.00009256547,0.006170961],"genre_scores_gemma":[0.9934654,0.00008895196,0.001735805,0.000007713556,0.000004192249,0.00001084439,0.0005671346,0.00001532663,0.004104656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005311822,"threshold_uncertainty_score":0.01776981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277968723706486,"score_gpt":0.2801412256284848,"score_spread":0.25736153839142,"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."}}