{"id":"W2901094471","doi":"","title":"Modelling Reinforced and Prestressed Concrete Structures Subjected to Shear and Torsion","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Torsion (gastropod); Structural engineering; Prestressed concrete; Reinforced concrete; Shear (geology); Geotechnical engineering; Materials science; Geology; Engineering; Composite material; Medicine","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":[0.00004057287,0.0004550813,0.0004112102,0.0001918637,0.0001027347,0.0001286519,0.0001558955,0.0004274146,0.00008829089],"category_scores_gemma":[0.00003246519,0.0004585735,0.0000467006,0.0001419164,0.00003887048,0.0001286505,0.00003694827,0.0003254355,0.000009377181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005402532,"about_ca_system_score_gemma":0.00002751039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003082222,"about_ca_topic_score_gemma":0.000006505805,"domain_scores_codex":[0.9987366,0.00001306406,0.0002633753,0.0003737184,0.0002536843,0.0003595283],"domain_scores_gemma":[0.999227,0.00003883674,0.0000727441,0.0003159303,0.0001023593,0.0002430802],"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":[0.0008775894,1.162997e-7,0.00004319935,0.001959074,0.0003038984,0.00004134552,0.03195307,0.1462413,0.8083289,0.0009392744,0.003816626,0.005495561],"study_design_scores_gemma":[0.0009267604,0.0002574851,0.0008180899,0.0005944977,0.0002585834,0.0000294712,0.002234681,0.3459808,0.6445589,0.00005292581,0.002728394,0.001559409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947271,0.0005778559,0.0008380656,0.000007290511,0.0005921194,0.0005064628,0.00001347709,0.0004071046,0.00233047],"genre_scores_gemma":[0.9784153,0.0003461088,0.0116787,0.00002481623,0.0002686837,0.00003606357,0.0004703103,0.0001802993,0.008579771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997395,"threshold_uncertainty_score":0.9997866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235958257684284,"score_gpt":0.2672162050004621,"score_spread":0.2548566224236193,"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."}}