{"id":"W7106318135","doi":"10.1007/978-3-032-01078-0_5","title":"In-Plane Strength of a New Self-aligning Bolted Connection for Precast Concrete Wall Panels","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Precast concrete; Connection (principal bundle); Frame (networking); Insert (composites); Bar (unit); Modular design; Bolted joint","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":[0.0001987951,0.0003454921,0.0002216921,0.0003697965,0.0002632099,0.000597116,0.0006311069,0.0004218368,0.005222384],"category_scores_gemma":[0.0003921266,0.0002325633,0.0001882461,0.0002700252,0.0003296212,0.0004809868,0.0003934141,0.0004781803,0.000784512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860148,"about_ca_system_score_gemma":0.0001923296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871948,"about_ca_topic_score_gemma":0.0005233662,"domain_scores_codex":[0.9998173,0.0000206966,0.000004027454,0.00003215221,0.000105424,0.00002028135],"domain_scores_gemma":[0.9997751,0.00003963411,0.00003442719,0.00004168195,0.00007133488,0.00003774066],"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":[0.0004583113,0.0001831009,0.001611409,0.0001726327,0.00003037976,0.0003294318,0.0001716885,0.02443177,0.8871478,0.009793045,0.001964894,0.07370555],"study_design_scores_gemma":[0.00008535977,0.002152328,0.02977549,0.0001184415,0.0001645208,0.001728099,0.0003715308,0.1486438,0.7725688,0.005261948,0.03905182,0.00007788894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908038,0.0007854476,0.04906788,0.0001537423,0.0002293078,0.00003331224,0.0002160331,0.0004550296,0.0582554],"genre_scores_gemma":[0.9887017,0.00009755365,0.004828353,0.00001563947,0.00001454472,0.000006235921,0.00006674022,0.00003701586,0.006232327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005222384,"threshold_uncertainty_score":0.0174706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008007098755650411,"score_gpt":0.2006440870764036,"score_spread":0.1926369883207532,"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."}}