{"id":"W4250593895","doi":"10.32920/ryerson.14644875.v1","title":"Experimental study on slip resistance performance of ASTM A1010 stainless steel bolted connections","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; AUG Signals (Canada)","funders":"","keywords":"Slip (aerodynamics); Galvanization; Materials science; Structural engineering; Metallurgy; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000128448,0.0004013282,0.0006480922,0.0002553028,0.00009341011,0.00008760149,0.0003616237,0.0001856124,0.0003304458],"category_scores_gemma":[0.00003018661,0.0004055028,0.0002044005,0.0003550596,0.00004350482,0.00007652483,0.0002940645,0.0006792551,0.00001094725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071937,"about_ca_system_score_gemma":0.00004749912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754548,"about_ca_topic_score_gemma":0.0001900915,"domain_scores_codex":[0.9981378,0.00006726069,0.0005323847,0.0005315446,0.000446492,0.0002844755],"domain_scores_gemma":[0.9986182,0.00007288501,0.0001120087,0.000969225,0.0001462943,0.00008137921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002488839,0.001253198,0.01710075,0.001616724,0.004562485,0.00007107788,0.009764914,0.5898389,0.3732574,0.0006055451,0.001225563,0.0004545444],"study_design_scores_gemma":[0.0007687376,0.0002279238,0.06739675,0.0003795584,0.0002196381,0.000002860949,0.01734758,0.02344182,0.8892819,0.000009262548,0.00008913389,0.0008348676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899554,0.0004288219,0.00009890003,0.00001285003,0.0007477632,0.0003883009,0.00002674325,0.0003735245,0.007967662],"genre_scores_gemma":[0.9974535,0.00002276542,0.0006926602,0.000008428977,0.00008237677,0.00009851613,0.00004417465,0.00006252617,0.00153508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5663971,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724475385298573,"score_gpt":0.2529125663888018,"score_spread":0.2356678125358161,"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."}}