{"id":"W2076394619","doi":"10.1007/s10694-012-0271-z","title":"Fire Extinguishing Agents for Protection of Occupied Spaces in Military Ground Vehicles","year":2012,"lang":"en","type":"article","venue":"Fire Technology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Naval Research Laboratory; National Research Council Canada","keywords":"Environmental science; Fire protection; Waste management; Engineering; Forensic engineering; Environmental protection; Civil engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006251438,0.00009986037,0.0002100386,0.0001810904,0.0003228342,8.702302e-7,0.0001359876,0.0004167625,0.0000621102],"category_scores_gemma":[0.0005426786,0.00009393631,0.00002916234,0.0003569228,0.00006288111,0.0001693831,0.00006292468,0.0004394501,0.0000391257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240252,"about_ca_system_score_gemma":0.0001113275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009597574,"about_ca_topic_score_gemma":0.0003757974,"domain_scores_codex":[0.9987005,0.00007470657,0.0004407646,0.0001515379,0.0001006074,0.0005318549],"domain_scores_gemma":[0.9992797,0.0001912379,0.0001842124,0.0001938201,0.00009774348,0.00005326541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262421,0.0001091082,0.9390563,0.001281822,0.000007649104,4.730628e-7,0.002235609,0.000005859803,0.0002612211,0.001514628,0.001973581,0.05332752],"study_design_scores_gemma":[0.001320286,0.0002819863,0.9226893,0.0005352923,0.000009497577,0.0000026402,0.002675407,0.003686259,0.0003874212,0.003300356,0.06492301,0.0001885033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945645,0.001328458,0.00005685663,0.001749606,0.0006130241,0.00128527,0.00003166793,0.0001292,0.0002414414],"genre_scores_gemma":[0.9973298,0.00007074387,0.001287757,0.0002015518,0.0002417262,0.0005938684,0.00002500869,0.00001429882,0.0002352288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06294943,"threshold_uncertainty_score":0.3830611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062863675914712,"score_gpt":0.4316653097037916,"score_spread":0.3253789421123204,"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."}}