{"id":"W2047131565","doi":"10.1139/l02-074","title":"Strength of wind load bearing wall stud-to-track connections","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flange; Track (disk drive); Structural engineering; Cold-formed steel; Engineering; Bearing (navigation); Load bearing; Design load; Steel design; Connection (principal bundle); Bearing capacity; Buckling; Mechanical engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001691365,0.0002100127,0.0003937203,0.0007640533,0.000058902,0.00005382773,0.0003017507,0.00008472079,0.0005504342],"category_scores_gemma":[0.0002453584,0.0002310204,0.0001771342,0.0006364586,0.00002161309,0.0001846395,0.00001090611,0.0004063583,0.00001911093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447687,"about_ca_system_score_gemma":0.00008679089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281618,"about_ca_topic_score_gemma":0.04832437,"domain_scores_codex":[0.9986508,0.000009919514,0.0005252689,0.0001204694,0.0002617665,0.0004317537],"domain_scores_gemma":[0.9987134,0.00007364086,0.00008072425,0.0002309494,0.0001834916,0.0007177877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001084234,0.000004178291,0.001656913,0.00005813774,0.0003095542,0.00006169666,0.0009465924,0.9765072,0.01837114,0.00008515075,0.001313017,0.0006853348],"study_design_scores_gemma":[0.002897684,0.0005988074,0.1087424,0.00220325,0.001119177,0.001319381,0.001109521,0.7091431,0.08061405,0.0001622991,0.08908591,0.003004418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926076,0.001907184,0.0009340882,0.0001184956,0.0008542092,0.00007946455,0.00001627481,0.00007554555,0.003407131],"genre_scores_gemma":[0.9989763,0.00003230974,0.0006321106,0.00001439685,0.0001847793,9.162654e-7,6.743004e-7,0.00005076165,0.0001077688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2673641,"threshold_uncertainty_score":0.9690412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009880150735504727,"score_gpt":0.1814284467861218,"score_spread":0.1715482960506171,"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."}}