{"id":"W6930366338","doi":"10.5281/zenodo.11450204","title":"Slotted-Hidden-Gap (SHG) connection for square hollow section bracing members under cyclic loading","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bracing; Brace; Connection (principal bundle); Welding; Ultimate tensile strength; Square (algebra); Reinforcement; Parametric statistics","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":[0.0002236975,0.0003052415,0.0002407939,0.0002820437,0.0001795217,0.000229649,0.000580587,0.0003958845,0.002257856],"category_scores_gemma":[0.0004312466,0.0001599182,0.0001771487,0.0002304217,0.0004013477,0.0002202837,0.0003108134,0.0001713203,0.0003555973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418976,"about_ca_system_score_gemma":0.0002768866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008222171,"about_ca_topic_score_gemma":0.002035018,"domain_scores_codex":[0.9998772,0.00001916811,0.000004342468,0.00002835504,0.00004863744,0.00002229313],"domain_scores_gemma":[0.9998283,0.00004729948,0.00004609856,0.00002718114,0.00002880584,0.00002220623],"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":[0.0006604866,0.0001178603,0.00702373,0.0003355865,0.00002869217,0.0009667973,0.0003480235,0.2331737,0.7050919,0.002551745,0.0006816816,0.04901989],"study_design_scores_gemma":[0.00007686212,0.002113623,0.0242481,0.00005876432,0.00006313022,0.000653305,0.0002813674,0.7507032,0.2154955,0.0009157095,0.00531942,0.0000710208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684337,0.0001017533,0.0284534,0.00002224221,0.0000279331,0.00003172125,0.00006988216,0.0001604771,0.002698812],"genre_scores_gemma":[0.994985,0.00003127752,0.00410074,0.000003090536,0.000001823246,0.00001319214,0.00002803674,0.00001093158,0.0008260002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257856,"threshold_uncertainty_score":0.007553279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06661514772655001,"score_gpt":0.2904433918683001,"score_spread":0.2238282441417501,"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."}}