{"id":"W4388709589","doi":"10.11159/ijci.2023.010","title":"Finite Element Study of HSS-to-HSS Moment Connection with Eccentricity: Flexural Behavior under Cyclic Loading","year":2023,"lang":"en","type":"article","venue":"International Journal of Civil Infrastructure","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Eccentricity (behavior); Finite element method; Structural engineering; Flexural strength; Moment (physics); Engineering; Physics; Psychology; Classical mechanics; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413199,0.0001466794,0.000263809,0.0004552095,0.00003397677,0.00004769953,0.0002972198,0.0000486143,0.0003259441],"category_scores_gemma":[0.00002318396,0.0001132803,0.00009625663,0.0004136634,0.00001106088,0.0001339139,0.0000540019,0.0002251859,0.000005101404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661669,"about_ca_system_score_gemma":0.00001717057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002653454,"about_ca_topic_score_gemma":0.0001528927,"domain_scores_codex":[0.998373,0.00002704187,0.000540007,0.0001153928,0.0007753767,0.0001691798],"domain_scores_gemma":[0.9992931,0.00005709573,0.0002203427,0.0001067577,0.0002117943,0.000110929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00007799939,0.0001017594,0.01615073,0.000009972263,0.0008350535,0.00007576826,0.0005192353,0.972091,0.004199932,0.0002575497,0.0004550846,0.00522588],"study_design_scores_gemma":[0.01375637,0.005146085,0.6787578,0.001036034,0.001966495,0.0003077875,0.01339509,0.2179161,0.05301987,0.00520499,0.007726077,0.001767278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432238,0.00002679144,0.05557559,0.0001756754,0.0007027342,0.0001432348,0.00002201315,0.00002829676,0.0001018172],"genre_scores_gemma":[0.9994808,0.00004513677,0.0001548704,0.00004850401,0.000202561,0.00000896555,0.00001036032,0.00001834297,0.00003042104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7541749,"threshold_uncertainty_score":0.4619438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412142123840459,"score_gpt":0.2659934001600491,"score_spread":0.2518719789216445,"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."}}