{"id":"W7161793798","doi":"10.82308/16350","title":"Inelastic performance of screw connected cold-formed steel strap braced walls","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brace; Bracing; Ductility (Earth science); Seismic analysis; Braced frame; Seismic loading","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004104078,0.0005485512,0.0003541654,0.0005127063,0.0002861597,0.0004243592,0.0008173772,0.0005859807,0.00310907],"category_scores_gemma":[0.0007741963,0.0004468692,0.0003108976,0.0004152869,0.0006160203,0.0003712525,0.0007004074,0.0002927224,0.0008323102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306175,"about_ca_system_score_gemma":0.0002772596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119546,"about_ca_topic_score_gemma":0.00327246,"domain_scores_codex":[0.9994583,0.00003635081,0.00003681731,0.00008802774,0.0002803023,0.0001002152],"domain_scores_gemma":[0.9994354,0.00006787703,0.0001182231,0.00007645904,0.0001739882,0.0001281541],"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":[0.0008665794,0.0001167948,0.009286305,0.0001183002,0.00003875791,0.0006869258,0.0003325179,0.01007726,0.9705716,0.0003053073,0.0002033213,0.007396338],"study_design_scores_gemma":[0.00003989863,0.003150798,0.07397535,0.00006423889,0.00006104819,0.0003126363,0.0009891887,0.02141967,0.8973907,0.0001156622,0.002416127,0.00006470519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987955,0.00004734977,0.0004610066,0.000002879378,0.000009927058,0.000005266542,0.0000542991,0.00001168741,0.0006121468],"genre_scores_gemma":[0.9972434,0.00004205361,0.0004620604,0.000005011525,0.000001286543,0.000006625353,0.0001769087,0.000008752391,0.002053906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00310907,"threshold_uncertainty_score":0.01040089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006435970972657547,"score_gpt":0.2124667690066742,"score_spread":0.2060307980340166,"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."}}