{"id":"W7019120119","doi":"","title":"Fire stops: new guide details best practices","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Fire safety; Key (lock); Fire investigation; Fire protection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002261656,0.0001254066,0.0001294825,0.0000217363,0.00004864885,0.00002169372,0.0002204174,0.0000921461,0.001437221],"category_scores_gemma":[0.0003917081,0.0001104374,0.00006840723,0.0001476235,0.00002290063,0.0001324673,0.0001009922,0.0002160005,0.0004665399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007747387,"about_ca_system_score_gemma":0.00001674974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002292366,"about_ca_topic_score_gemma":0.00004185145,"domain_scores_codex":[0.998973,0.000005321827,0.0002504158,0.0002135577,0.000225604,0.0003321542],"domain_scores_gemma":[0.9992354,0.0001828781,0.0001202367,0.0002490463,0.00002362507,0.0001888294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007862012,0.0001665076,0.0002459534,0.0001016343,0.00009327987,0.00007031867,0.0002673343,0.0002952458,0.5801752,0.00731878,0.06190667,0.3492804],"study_design_scores_gemma":[0.0003705381,0.00002067588,0.0001040398,0.00004093557,0.00004929799,0.000005528721,0.0001279195,0.002326025,0.1177106,0.001388317,0.8776414,0.0002146718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1194153,0.0006301496,0.0426579,0.005825951,0.0003946463,0.0002664705,0.000004311623,0.0004409172,0.8303643],"genre_scores_gemma":[0.8434448,0.0003716186,0.03635643,0.0007885575,0.001346593,0.000007634467,0.00001966991,0.00005661647,0.117608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8157347,"threshold_uncertainty_score":0.9994756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931661794785719,"score_gpt":0.2974723823273305,"score_spread":0.2681557643794734,"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."}}