{"id":"W7019906423","doi":"","title":"Joint consultation on building, fire and plumbing codes starting January 2003","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joint (building); Code (set theory); Demolition; Building code","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004786543,0.00007376917,0.0000978771,0.00003753262,0.0001698171,0.0001446583,0.00008255813,0.00003293348,0.0006691575],"category_scores_gemma":[0.0004890482,0.00006555576,0.000009219757,0.0001469612,0.0000805836,0.0001412789,0.00004127281,0.00006757501,0.0001092768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139307,"about_ca_system_score_gemma":0.00001070412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005485936,"about_ca_topic_score_gemma":0.000002500161,"domain_scores_codex":[0.9990997,0.0000392811,0.0001312042,0.0002048275,0.0002364305,0.0002886016],"domain_scores_gemma":[0.9996561,0.00005694539,0.00003444122,0.0001022414,0.00005634916,0.00009389094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000367078,0.00001270975,0.00003737287,0.00002258746,8.713365e-7,0.000004775543,0.0003196921,0.0001353555,0.9908997,0.001006953,0.002784818,0.004771541],"study_design_scores_gemma":[0.0004118634,0.0001781576,0.001022003,0.0001658799,0.000004737853,0.000009049256,0.0002005759,0.04565296,0.9482249,0.001502593,0.002380148,0.0002471124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928849,0.00005312918,0.0003083331,0.0003520202,0.0001983331,0.00011128,0.000007188904,0.00008381444,0.006000941],"genre_scores_gemma":[0.9931548,0.00005141569,0.006215755,0.00006930741,0.00005549538,0.00001208246,8.041033e-7,0.000006706724,0.0004336439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455176,"threshold_uncertainty_score":0.7326806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040682763675064,"score_gpt":0.2632009222227375,"score_spread":0.2327940945859869,"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."}}