{"id":"W4393229209","doi":"10.1002/suco.202300556","title":"Influence of shear strengthening of reinforced normal concrete beams incorporating sustainable materials","year":2024,"lang":"en","type":"article","venue":"Structural Concrete","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"King Saud University","keywords":"Reinforced concrete; Shear (geology); Structural engineering; Materials science; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921018,0.0003772074,0.0001976464,0.0002183368,0.0001221281,0.0001465239,0.0001711916,0.0001524819,0.001089306],"category_scores_gemma":[0.0003887597,0.000140388,0.0001823037,0.00009870162,0.0002006819,0.0001739497,0.0001962333,0.0001160964,0.0001597901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130577,"about_ca_system_score_gemma":0.0001568408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000728421,"about_ca_topic_score_gemma":0.001989971,"domain_scores_codex":[0.9998652,0.00002855289,0.000008751499,0.00002028023,0.00005236627,0.00002496861],"domain_scores_gemma":[0.9997675,0.00006910684,0.0000533376,0.00002833879,0.0000566421,0.00002509634],"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":[0.0002302096,0.00003227892,0.002098083,0.00005763655,0.0000145324,0.00004810293,0.00003386201,0.005156372,0.9875186,0.00006202771,0.00001570631,0.004732594],"study_design_scores_gemma":[0.000008044778,0.001069583,0.008660512,0.00001221305,0.00004251664,0.00005629703,0.00003973416,0.006082803,0.9834732,0.00001858075,0.0005310053,0.000005321774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988153,0.0001010065,0.0006030819,0.000002708259,0.000002530524,0.000002916268,0.00001275212,0.00001393625,0.0004458347],"genre_scores_gemma":[0.9993027,0.00005198279,0.000427333,0.000002035354,8.222319e-7,0.000001197235,0.00001211853,0.0000029624,0.0001987822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089306,"threshold_uncertainty_score":0.003644109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005973725684635545,"score_gpt":0.2240437702178606,"score_spread":0.2180700445332251,"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."}}