{"id":"W4410014414","doi":"10.1016/j.jobe.2025.112739","title":"Experimental study and practical constitutive model of bond performance between engineering cementitious composites concrete and reinforcement considering constraint effect under cyclic loading","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Key Technologies Research and Development Program; Key Research and Development Projects of Shaanxi Province; National Key Research and Development Program of China; Energy Council of Canada; National Natural Science Foundation of China","keywords":"Reinforcement; Constitutive equation; Composite material; Materials science; Constraint (computer-aided design); Structural engineering; Bond; Engineering; Finite element method; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003455996,0.0003366263,0.0006612391,0.0004410723,0.00007126833,0.00007868362,0.0001008071,0.00009349169,0.000002769459],"category_scores_gemma":[0.00008692043,0.0003416928,0.00008092145,0.0001559526,0.0001012068,0.0004537236,0.000114413,0.0004611473,1.30026e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962078,"about_ca_system_score_gemma":0.00004457398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004593241,"about_ca_topic_score_gemma":5.082957e-8,"domain_scores_codex":[0.9984578,0.00001331295,0.0007558693,0.0001733697,0.0002761316,0.0003235041],"domain_scores_gemma":[0.9990736,0.0004023663,0.0001710919,0.0001366642,0.00007239091,0.0001438603],"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":[0.00002066055,0.000001023735,0.002232713,0.0002227523,0.0003094097,0.0000188952,0.0002102206,0.4418942,0.5542588,0.0007138633,0.000003587371,0.0001138197],"study_design_scores_gemma":[0.001508531,0.0003232607,0.000794695,0.0006299758,0.0002378222,0.0001806331,0.0002315071,0.4569946,0.5388264,0.000004447697,0.000007255191,0.0002608777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258316,0.0005973677,0.07282871,0.00001105264,0.0002470165,0.0003201734,0.000004087424,0.0000813099,0.00007869402],"genre_scores_gemma":[0.9839388,0.00003959246,0.0159306,0.000007447705,0.00004081495,0.000008497941,9.69441e-7,0.00003089623,0.000002365545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05810723,"threshold_uncertainty_score":0.9999035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379841174282765,"score_gpt":0.2643096662775502,"score_spread":0.2505112545347226,"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."}}