{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003972655,0.0007527386,0.0004615872,0.0006138231,0.0004331665,0.0008531705,0.0008679901,0.00113033,0.004236819],"category_scores_gemma":[0.0008521281,0.0007286453,0.000704691,0.000469645,0.0004400226,0.000805436,0.0005450296,0.00043661,0.0009441985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000716473,"about_ca_system_score_gemma":0.0007619932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419776,"about_ca_topic_score_gemma":0.01005034,"domain_scores_codex":[0.9998179,0.00004424656,0.00001049392,0.00003154105,0.00006262609,0.00003332397],"domain_scores_gemma":[0.9996967,0.0001299764,0.00005398639,0.00002805867,0.00006724792,0.00002409981],"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":[0.00001260221,0.00001269539,0.0005851961,0.00000934477,0.000004919232,0.00003298834,0.00002114776,0.9946191,0.001328478,0.00104616,0.00008400313,0.002243199],"study_design_scores_gemma":[0.000001784169,0.000009674146,0.0001966414,0.000003224618,0.000002029994,0.000006122075,0.000008469867,0.9988976,0.0003085671,0.0003716957,0.0001917161,0.000002453647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4565964,0.0006887791,0.4928848,0.0003492109,0.0001206032,0.0001819875,0.0007689519,0.001218124,0.04719117],"genre_scores_gemma":[0.9698154,0.0002537899,0.01276653,0.00002005832,0.00001157998,0.00007080191,0.0001808704,0.0001041836,0.01677685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01419776,"threshold_uncertainty_score":0.02823025,"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."}}