{"id":"W4412906080","doi":"10.38088/jise.1617193","title":"Damage Assessment of Urban Interface Masonry Buildings after a Severe Wildfire along with a Comparison of NRC-2018","year":2025,"lang":"en","type":"article","venue":"Journal of Innovative Science and Engineering (JISE)","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Forensic engineering; Interface (matter); Architectural engineering; Environmental science; Engineering; Civil engineering","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":[0.001500336,0.0001928571,0.0005196549,0.0006089379,0.00003372911,0.00006399753,0.0002984664,0.00005443801,0.000007252653],"category_scores_gemma":[0.0002738932,0.0001542908,0.0000312638,0.001696603,0.0002423499,0.0005223838,0.00008488875,0.0002742224,1.841842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379573,"about_ca_system_score_gemma":0.0002529742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299484,"about_ca_topic_score_gemma":0.00000113793,"domain_scores_codex":[0.9983391,0.00001521701,0.0006335385,0.0001429188,0.0006324713,0.0002367529],"domain_scores_gemma":[0.9985465,0.0001020524,0.0002483559,0.0001620768,0.0008809564,0.00006005252],"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":[0.00008385946,0.0000303319,0.04896188,0.0007336862,0.0001672287,0.00001415402,0.001347199,0.02111287,0.9251025,0.0004040262,0.0006086926,0.00143361],"study_design_scores_gemma":[0.001350069,0.0009107933,0.359432,0.004216005,0.00006208059,0.00005177089,0.0006754588,0.06962034,0.5621412,0.00001628678,0.001077813,0.0004460931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831067,0.000280604,0.01570799,0.00005024292,0.000389909,0.0001213347,0.000005826099,0.00002420258,0.0003131495],"genre_scores_gemma":[0.9863707,0.00001041049,0.01354401,0.00001627462,0.00003198521,0.000004094781,2.00001e-7,0.00001587833,0.00000644811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629612,"threshold_uncertainty_score":0.6291795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005483640958630425,"score_gpt":0.2611541197769223,"score_spread":0.2556704788182919,"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."}}