{"id":"W3093291562","doi":"10.1177/2041419620964221","title":"Evaluation of punching shear design criteria to prevent progressive collapse of RC flat slabs","year":2020,"lang":"en","type":"article","venue":"International Journal of Protective Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Planning and Budgeting Committee of the Council for Higher Education of Israel; Ministry of Aliyah and Immigrant Absorption; Ministry of Defence","keywords":"Slab; Structural engineering; Progressive collapse; Geology; Shear (geology); Geotechnical engineering; Punching; Span (engineering); Displacement (psychology); Materials science; Reinforced concrete; 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":[0.001274906,0.001201813,0.0005116516,0.001253524,0.0003036061,0.0006721174,0.0008498179,0.0006019481,0.001964916],"category_scores_gemma":[0.002875385,0.0003080842,0.0002911807,0.0002993765,0.0003751916,0.0003483503,0.0004549766,0.000297588,0.0002761995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006831983,"about_ca_system_score_gemma":0.00106734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004230991,"about_ca_topic_score_gemma":0.005351014,"domain_scores_codex":[0.9990289,0.0001707679,0.00005575789,0.00007336034,0.0005260142,0.0001451547],"domain_scores_gemma":[0.9985257,0.0003658342,0.0002994147,0.000109744,0.0006094906,0.0000899771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005579901,0.0002354507,0.00696236,0.0003945167,0.00004162385,0.0003752939,0.0001492164,0.7890088,0.1106331,0.001807967,0.0006689914,0.08916473],"study_design_scores_gemma":[0.00006137162,0.003584741,0.01279907,0.00006654372,0.0001061842,0.0002078011,0.0003743811,0.9044106,0.07550468,0.0005250237,0.002305964,0.00005362442],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583681,0.0004604727,0.1312787,0.00006353846,0.00003870864,0.0002633069,0.0001367115,0.0007474573,0.00864309],"genre_scores_gemma":[0.9851082,0.00007219145,0.01379189,0.000007459833,0.000003798797,0.00002966526,0.00007336286,0.0000267151,0.0008868729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004230991,"threshold_uncertainty_score":0.008412719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03521610017131951,"score_gpt":0.3311860988368415,"score_spread":0.295969998665522,"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."}}