{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258997,0.0002329286,0.0002800547,0.0001443281,0.00009451811,0.00006935979,0.0002838878,0.0001077705,0.0004675581],"category_scores_gemma":[0.00007098583,0.0002025728,0.0001527293,0.000176481,0.00005763064,0.0004522791,0.00001351356,0.0004342024,0.00000784982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689418,"about_ca_system_score_gemma":0.00006371285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007895646,"about_ca_topic_score_gemma":2.855016e-7,"domain_scores_codex":[0.998184,0.00005361891,0.0004763411,0.0001296906,0.0008035539,0.0003527739],"domain_scores_gemma":[0.9991512,0.00002843257,0.0001416015,0.000217754,0.0002967021,0.000164253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006379523,1.76913e-7,0.0008864097,0.0000250486,0.0001825777,0.00002915833,0.0008559546,0.02519254,0.3323212,0.0005688621,0.001330808,0.6385435],"study_design_scores_gemma":[0.005688987,0.0005938557,0.5830666,0.0001701438,0.0007081584,0.002983559,0.0003387635,0.1408116,0.2585249,0.005224379,0.000550792,0.001338157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970306,0.0005857277,0.0001034764,0.00006060709,0.0007410425,0.0001572257,0.00001188575,0.000104528,0.001204933],"genre_scores_gemma":[0.9979257,0.00004790349,0.001714531,0.00003892028,0.0002273813,0.00000109794,0.00001136201,0.00001995376,0.0000131492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6372053,"threshold_uncertainty_score":0.8260679,"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."}}