{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000607376,0.0002761813,0.0006428331,0.0009732318,0.00001704683,0.00003174166,0.0002498415,0.000106579,0.00002141645],"category_scores_gemma":[0.0002201491,0.0002575712,0.00006217819,0.0005988749,0.00002837615,0.0003698971,0.00002159665,0.0004171674,4.367398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635796,"about_ca_system_score_gemma":0.00009461073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003853651,"about_ca_topic_score_gemma":0.000006381407,"domain_scores_codex":[0.9982521,0.00002499108,0.0009352046,0.000130479,0.000275709,0.0003815095],"domain_scores_gemma":[0.9991121,0.0002815605,0.0002245922,0.0001666184,0.0001628891,0.00005220394],"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":[0.0002280272,0.000002201711,0.0003636484,0.0002911247,0.0001342008,0.000027956,0.000288689,0.4262351,0.5717934,0.000387635,0.00000482916,0.0002431877],"study_design_scores_gemma":[0.004358472,0.0003734543,0.003640846,0.001971483,0.00003780763,0.00001928479,0.0002767311,0.03275676,0.9560314,0.000002987219,0.0001767276,0.0003539858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939884,0.0002362453,0.004130973,0.00002369043,0.001076348,0.0001654745,0.00001189713,0.00004821343,0.0003187387],"genre_scores_gemma":[0.9965401,0.0001085434,0.003220404,0.000007905435,0.00005897301,0.000005338189,0.000002863211,0.00004179959,0.00001403251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3934784,"threshold_uncertainty_score":0.9999877,"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."}}