{"id":"W2096399780","doi":"10.14359/15315","title":"Modeling of Shear Behavior in Reinforced Concrete Beams","year":2006,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Reinforced concrete; Shear (geology); Materials science; Geotechnical engineering; Composite material; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001058977,0.0002885045,0.0004015073,0.0002701116,0.00007514522,0.00006871693,0.0003438164,0.0001655807,0.0001620468],"category_scores_gemma":[0.00001736985,0.0002603135,0.0001801111,0.0002410534,0.00006569182,0.0005175539,0.00003955777,0.0006356725,0.00000545855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166587,"about_ca_system_score_gemma":0.00003510788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002346766,"about_ca_topic_score_gemma":0.000002527283,"domain_scores_codex":[0.9980891,0.00002043207,0.0008457021,0.0001499833,0.0003931798,0.0005015928],"domain_scores_gemma":[0.9994165,0.00002458887,0.0001068548,0.0002252268,0.0001072872,0.0001195843],"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":[0.00003520886,4.344281e-8,0.001600835,0.00002344965,0.00001853336,0.00009103966,0.0001347769,0.8177922,0.1771005,0.0005291031,0.00002937326,0.002644979],"study_design_scores_gemma":[0.001784951,0.0001077396,0.01319406,0.0000944976,0.00008255061,0.001615216,0.0001648056,0.8976356,0.08420637,0.0004320389,0.00002976704,0.0006523477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973769,0.0002365495,0.0008647594,0.00001237284,0.0006057586,0.0001724327,0.0000113693,0.0001039824,0.0006158843],"genre_scores_gemma":[0.9944088,0.00002649988,0.005215422,0.00001018015,0.0002127279,0.000005857648,0.00001521247,0.00004364729,0.00006158025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09289413,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004889021690155,"score_gpt":0.2295350100338298,"score_spread":0.2194861198169282,"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."}}