{"id":"W7014994358","doi":"","title":"Review of the Resistance Factor for Steel","year":2000,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yield (engineering); Tension (geology); Bending; Section (typography); Concentric; Conversion factor; Mechanical resistance; Fracture (geology)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001247289,0.0002224313,0.0003456962,0.0001144086,0.0001164209,0.00004272832,0.0007904823,0.0001022037,0.0001531026],"category_scores_gemma":[0.00003774148,0.0001964501,0.0002889801,0.0005461546,0.0000672288,0.0004377453,0.00006455332,0.0002663298,0.00004014589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423021,"about_ca_system_score_gemma":0.00002566122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001155851,"about_ca_topic_score_gemma":0.0003076278,"domain_scores_codex":[0.9988652,0.00008186804,0.000257322,0.0002671283,0.0002365981,0.0002918825],"domain_scores_gemma":[0.9989843,0.00008106331,0.00008666157,0.0006546561,0.0001001746,0.00009319132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050327,0.00006347073,0.94078,0.01687265,0.0009602582,0.00003754817,0.0006259916,0.0009879307,0.02810742,0.000177893,0.00007590248,0.0111059],"study_design_scores_gemma":[0.0006766157,0.00002831208,0.9096778,0.005373743,0.00031484,0.000006650836,0.00002869641,0.000002323942,0.03043387,0.0000667429,0.05289991,0.0004905023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945263,0.003932039,0.00005125414,0.0001102952,0.0001439579,0.0003309584,0.0001172279,0.0001530415,0.0006349497],"genre_scores_gemma":[0.9828256,0.002609745,0.00007864107,0.0002332295,0.00004928268,0.000001805506,0.000008113453,0.00004415849,0.01414944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05282401,"threshold_uncertainty_score":0.8011002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.060367712262375,"score_gpt":0.2839006271880489,"score_spread":0.2235329149256739,"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."}}