{"id":"W4411136294","doi":"10.1016/j.conbuildmat.2025.142131","title":"Response of perforated steel plates to different reversed cyclic loading protocols","year":2025,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Cyclic stress; Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002448897,0.0004452924,0.0002584959,0.0004523467,0.0002256081,0.0003299554,0.0006190145,0.0006271713,0.006005395],"category_scores_gemma":[0.001213225,0.0003026824,0.0001888772,0.0004120313,0.0008226215,0.00028798,0.000274236,0.0003625688,0.0004706389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002989236,"about_ca_system_score_gemma":0.0003089342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118274,"about_ca_topic_score_gemma":0.001583631,"domain_scores_codex":[0.9996946,0.00004281293,0.0000144848,0.00004411033,0.0001058307,0.00009817301],"domain_scores_gemma":[0.9993457,0.0002705319,0.00009515209,0.00007587547,0.0001471627,0.00006549506],"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":[0.001320606,0.00009631268,0.0005823263,0.00009510793,0.00001677913,0.0002012836,0.0001753579,0.01090016,0.9816276,0.0002220086,0.0002140459,0.00454849],"study_design_scores_gemma":[0.00004539335,0.001376198,0.009311554,0.00001840168,0.00002503548,0.00008113321,0.0003457539,0.0432842,0.9445643,0.0001907613,0.000722678,0.00003460577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967476,0.00008167912,0.001270577,0.00003166223,0.00002524338,0.0000161898,0.0001057014,0.00005508417,0.001666186],"genre_scores_gemma":[0.9981632,0.00006116364,0.0006320562,0.00002757506,0.000005298007,0.0000156714,0.0001072726,0.0000147105,0.0009731148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006005395,"threshold_uncertainty_score":0.0200901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009831223265090571,"score_gpt":0.2567714528986439,"score_spread":0.2469402296335534,"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."}}