{"id":"W326825253","doi":"","title":"A Risk Assessment Approach for Selecting a Replacement for Halon 1301 Fire Suppressant","year":2001,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Risk assessment; Risk analysis (engineering); Fire protection; Waste management; Engineering; Forensic engineering; Computer science; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006701717,0.001965802,0.001158248,0.006484183,0.000872802,0.002593142,0.001378294,0.001150821,0.003104004],"category_scores_gemma":[0.01205228,0.00049632,0.001583322,0.00156033,0.0007443108,0.00157232,0.001147897,0.0008748735,0.0005082163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002620185,"about_ca_system_score_gemma":0.003696126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004234265,"about_ca_topic_score_gemma":0.005992065,"domain_scores_codex":[0.9936718,0.002371112,0.0003385232,0.0003713131,0.002993596,0.0002536079],"domain_scores_gemma":[0.9925755,0.004469108,0.0008350311,0.0001597401,0.001794377,0.0001662936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001697951,0.001242347,0.03386395,0.001062533,0.0008772204,0.0007436212,0.001159253,0.5127267,0.02437686,0.03074831,0.004439387,0.3870619],"study_design_scores_gemma":[0.0001542269,0.003455568,0.0116208,0.0002063304,0.0004839771,0.0005722707,0.001478367,0.9412664,0.01035641,0.0228781,0.007331945,0.0001956823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2671314,0.001016231,0.7051884,0.00100454,0.00004686161,0.00228526,0.0006827323,0.0004437853,0.02220084],"genre_scores_gemma":[0.5704621,0.0004810531,0.4240483,0.00009576903,0.00002255333,0.0007262097,0.0004294559,0.00002836748,0.00370608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006701717,"threshold_uncertainty_score":0.03544253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704066599886508,"score_gpt":0.3746166984660468,"score_spread":0.304210038477396,"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."}}