{"id":"W6891651176","doi":"10.4224/20378855","title":"Structural response model for wood stud wall assemblies: theory manual","year":2003,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire resistance; Deflection (physics); Structural failure; Fire test; Fire protection; Heat transfer; Fire performance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005421121,0.0009581074,0.0008791345,0.0009232373,0.0005576935,0.0008575052,0.002817488,0.002725807,0.03425694],"category_scores_gemma":[0.001083581,0.0007670376,0.001252574,0.0008423955,0.0003060151,0.0009978694,0.0005612575,0.001391473,0.01674501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008097038,"about_ca_system_score_gemma":0.001079038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009969926,"about_ca_topic_score_gemma":0.00826345,"domain_scores_codex":[0.9996853,0.00006149091,0.00001691095,0.00004154022,0.0001630588,0.00003175404],"domain_scores_gemma":[0.9995839,0.0001680754,0.00003407152,0.00004046305,0.0001634132,0.00001006732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003155453,0.00007390488,0.0003561767,0.0002258052,0.00001759877,0.0001268126,0.0001177268,0.9236553,0.00438048,0.02699765,0.0123437,0.03167327],"study_design_scores_gemma":[0.00001059035,0.00002252476,0.0001934697,0.00003159737,0.000006659398,0.00004127931,0.00003024232,0.9708308,0.0005972436,0.004905577,0.02331805,0.00001191815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00394786,0.0006453746,0.9440534,0.0003746926,0.0001074022,0.000328449,0.003212472,0.002282736,0.04504768],"genre_scores_gemma":[0.3385298,0.004600804,0.3686566,0.0007285738,0.0002818916,0.005690564,0.01183532,0.002422709,0.2672537],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03425694,"threshold_uncertainty_score":0.1146008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07032437482243868,"score_gpt":0.3560382053924525,"score_spread":0.2857138305700138,"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."}}