{"id":"W4402477395","doi":"10.11159/icceia24.128","title":"Integration of Finite Element Simulations and Experimental Validation in the Analysis of Demountable Clamp Joints for Steel Structures","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Universidade de Vigo; European Commission","keywords":"Finite element method; Structural engineering; Clamp; Computer science; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002361135,0.0007334729,0.0004781464,0.0008416096,0.0004257955,0.0008011693,0.001056908,0.001202579,0.001769077],"category_scores_gemma":[0.006648232,0.0004294062,0.0003784654,0.0005487619,0.001267363,0.00110972,0.0006504017,0.0008359035,0.0003164855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367745,"about_ca_system_score_gemma":0.001004961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080635,"about_ca_topic_score_gemma":0.004667674,"domain_scores_codex":[0.9991798,0.0001991519,0.00006035126,0.00008453539,0.0004310296,0.0000450168],"domain_scores_gemma":[0.9965374,0.00207542,0.0002856539,0.0006349375,0.0004268654,0.00003961978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001722907,0.0002471695,0.007521275,0.0005001993,0.00003541209,0.0003077606,0.0005511411,0.84128,0.09017518,0.01277997,0.00029418,0.04613529],"study_design_scores_gemma":[0.000009701077,0.0002510131,0.002239659,0.00007844503,0.00001581827,0.00009507687,0.0001710413,0.9546612,0.03851615,0.001910855,0.002015904,0.00003516013],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3411139,0.0004990891,0.6456542,0.0001363703,0.00008645106,0.000208633,0.0002881501,0.0006007595,0.01141238],"genre_scores_gemma":[0.9020202,0.0002201118,0.09679265,0.00002040173,0.000005055424,0.0001044712,0.0001265621,0.00004131639,0.0006691475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002361135,"threshold_uncertainty_score":0.01248699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972710000653089,"score_gpt":0.2789784171029578,"score_spread":0.259251317096427,"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."}}