{"id":"W6982481422","doi":"","title":"Inelastic performance of screw connected cold-formed steel strap braced walls","year":2009,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":2,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002642054,0.0002795899,0.0009828261,0.000264495,0.0000942487,0.00007633521,0.0004730917,0.0002376681,0.002090918],"category_scores_gemma":[0.0001953826,0.0003085404,0.0001118481,0.0002732687,0.00003531032,0.0002279292,0.00005036084,0.0002223722,0.0006749516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006103547,"about_ca_system_score_gemma":0.0001279252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008847957,"about_ca_topic_score_gemma":0.001168513,"domain_scores_codex":[0.9982689,0.000008435298,0.0009041415,0.0004579717,0.00006330092,0.0002972322],"domain_scores_gemma":[0.9985344,0.00008821749,0.0008747184,0.0003130921,0.0001082213,0.00008139526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00838782,0.00537956,0.1072472,0.006255244,0.006531383,0.0001469195,0.05387648,0.0006660646,0.01459538,0.04290896,0.04639893,0.7076061],"study_design_scores_gemma":[0.007900489,0.002075845,0.7318883,0.001986079,0.0003179815,0.000007588213,0.004057026,0.001142144,0.02116048,0.0009988544,0.2259811,0.002484081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514084,0.001518439,0.000003006857,0.0000499471,0.0005754674,0.0006934342,0.0002516089,0.000002295177,0.1454975],"genre_scores_gemma":[0.945046,0.0008285164,0.000522967,0.00002654819,0.00008212651,0.00004240715,0.0007399759,0.00003011516,0.05268136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.705122,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308694452237854,"score_gpt":0.2703985230901972,"score_spread":0.2273115785678187,"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."}}