{"id":"W4407320746","doi":"10.1016/j.jobe.2025.112078","title":"Pull-out strength of cast-in versus post-installed connectors in thin ultra-high performance concrete panels with polyoxymethylene fibers","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Mitacs","keywords":"Polyoxymethylene; Materials science; Composite material; Structural engineering; Engineering; Polymer","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":[0.000601829,0.0005192801,0.0002508149,0.0003583461,0.0002554142,0.0002594829,0.0004467231,0.0004782024,0.002299449],"category_scores_gemma":[0.0007219807,0.0002971035,0.0003380547,0.0002294557,0.0004020136,0.0004336662,0.0003168813,0.0004826702,0.0004268796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662785,"about_ca_system_score_gemma":0.0002594282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111081,"about_ca_topic_score_gemma":0.0021282,"domain_scores_codex":[0.9996165,0.00004786082,0.00001848931,0.00006859898,0.0001496163,0.00009883238],"domain_scores_gemma":[0.9989771,0.0002518316,0.0002204415,0.00006553481,0.0002618447,0.0002232394],"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":[0.000763912,0.00008123957,0.001825994,0.00003335213,0.00001394452,0.00007407798,0.00005976809,0.001375677,0.9941141,0.00005476809,0.00004389134,0.001559208],"study_design_scores_gemma":[0.0000157981,0.001310043,0.02268234,0.00001199116,0.00004453793,0.00004907959,0.0001145337,0.00400823,0.9715269,0.0000189182,0.0002045494,0.00001305233],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993197,0.00005197639,0.0003839846,0.000004021443,0.000006150498,0.000002106548,0.00002338654,0.00001007375,0.0001985518],"genre_scores_gemma":[0.9993419,0.00002547338,0.0001452495,0.000003057437,0.000001666185,0.000001715014,0.0000326916,0.000005073957,0.0004431677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002299449,"threshold_uncertainty_score":0.007692456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007585153753072625,"score_gpt":0.2183844461539092,"score_spread":0.2107992924008366,"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."}}