{"id":"W4220985963","doi":"10.21608/erj.2022.223107","title":"Experimental Study on Punching Shear Behavior of Crushed Clay Brick Lightweight Concrete Flat Plate Slabs","year":2022,"lang":"en","type":"article","venue":"Engineering Research Journal","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punching; Geotechnical engineering; Materials science; Brick; Shear (geology); Crushed stone; Shear strength (soil); Composite material; Geology","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":[0.0004633128,0.0007452818,0.0004149438,0.0005180694,0.0004338907,0.0001920156,0.0005452844,0.0006288116,0.002693937],"category_scores_gemma":[0.0006446043,0.000347825,0.0003660488,0.0003781194,0.000534162,0.0003624016,0.0003813423,0.0005461182,0.0003698483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037764,"about_ca_system_score_gemma":0.0002470097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273701,"about_ca_topic_score_gemma":0.002925332,"domain_scores_codex":[0.9993286,0.00004982041,0.00004909398,0.0001273447,0.0003395072,0.0001056043],"domain_scores_gemma":[0.9989741,0.000233796,0.0001989326,0.0001501373,0.0003369422,0.0001062273],"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":[0.0005839574,0.0002188877,0.004306483,0.0001237206,0.00001183848,0.0003350313,0.0003884064,0.002143616,0.9885218,0.00004006967,0.0000388362,0.003287525],"study_design_scores_gemma":[0.00004077322,0.007970917,0.05476502,0.00002775914,0.00004700139,0.0002316654,0.0007425199,0.005972375,0.9293277,0.00004654525,0.0007878342,0.00003996104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99898,0.00004971472,0.0005708239,0.000004529351,0.000004579736,0.00001490536,0.00008993394,0.000021543,0.0002639703],"genre_scores_gemma":[0.9972234,0.0000818198,0.001667073,0.000008311814,0.000004315317,0.00001981361,0.0001402274,0.000008867443,0.0008463283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002693937,"threshold_uncertainty_score":0.009012163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174989124117488,"score_gpt":0.304887385026686,"score_spread":0.2731374937855111,"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."}}