{"id":"W1999113218","doi":"10.1061/(asce)st.1943-541x.0000878","title":"Performance Evaluation of Portal Frame System in Low-Rise Light-Frame Wood Structures","year":2013,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; FPInnovations","funders":"FPInnovations","keywords":"Structural engineering; Portal frame; Frame (networking); Braced frame; Stiffness; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077708,0.0002503797,0.0004292335,0.0003892839,0.00001826463,0.00003402108,0.0002972851,0.0001898908,0.00003222209],"category_scores_gemma":[0.0001076172,0.0002115829,0.0001021928,0.0003232299,0.0000176985,0.0004792467,0.00003259322,0.0005703275,0.000002651202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002008935,"about_ca_system_score_gemma":0.00002254879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000074997,"about_ca_topic_score_gemma":9.292118e-7,"domain_scores_codex":[0.9983084,0.00001071845,0.000727352,0.0001060666,0.0005188585,0.000328573],"domain_scores_gemma":[0.9993023,0.00003387879,0.000159074,0.0002088716,0.0002208803,0.00007504533],"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":[0.000003544834,0.000002764028,0.001099523,0.0004097065,0.0000682614,0.000007373976,0.0002594439,0.9666131,0.02224508,0.0001412431,0.00003072938,0.009119289],"study_design_scores_gemma":[0.0005652485,0.00006640089,0.07262083,0.000553113,0.00003566809,0.000194908,0.0004754152,0.8968868,0.02826636,0.0000641174,0.00001971982,0.0002514664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966984,0.001390728,0.0004099665,0.00001486185,0.0009735103,0.0001630927,0.000003104278,0.0001944452,0.0001518921],"genre_scores_gemma":[0.9971018,0.00003197419,0.002660569,8.035803e-7,0.0001530781,0.000008211725,0.000001176525,0.00004033728,0.000002037232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07152131,"threshold_uncertainty_score":0.86281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005253609038447835,"score_gpt":0.193187259976304,"score_spread":0.1879336509378562,"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."}}