{"id":"W7100691866","doi":"","title":"Development of Performance-Based Codes,","year":2007,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Harmonization; Set (abstract data type); Fire safety; Code (set theory); Safety standards; Building code","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007102647,0.001321528,0.00062547,0.002524172,0.001236247,0.003762185,0.002961678,0.001381319,0.01086723],"category_scores_gemma":[0.02289962,0.0006750861,0.001218331,0.001522574,0.002221404,0.004214433,0.002906718,0.002425731,0.006177441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004317916,"about_ca_system_score_gemma":0.008317218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007354949,"about_ca_topic_score_gemma":0.005615111,"domain_scores_codex":[0.9909055,0.001916025,0.0006390421,0.000771155,0.005413055,0.0003550772],"domain_scores_gemma":[0.9861058,0.002685303,0.0009068253,0.00256716,0.007390286,0.0003445338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007612319,0.00009795855,0.0014683,0.0006039447,0.00003559088,0.00007557113,0.0006610869,0.08698898,0.003782321,0.6135881,0.01462792,0.2779941],"study_design_scores_gemma":[0.00006630895,0.0003174137,0.0009961921,0.001047472,0.00005885083,0.00027812,0.0005214837,0.2655944,0.0147288,0.1762117,0.5400513,0.0001279207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.003382752,0.0005919756,0.9501647,0.0006717257,0.0004640994,0.0002851569,0.0003609406,0.001808784,0.04226983],"genre_scores_gemma":[0.07931679,0.001515612,0.8963192,0.0003107972,0.0001556576,0.0007477211,0.00167482,0.00121168,0.01874775],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01086723,"threshold_uncertainty_score":0.03756285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304668210699365,"score_gpt":0.2307078786310009,"score_spread":0.2176611965240073,"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."}}