{"id":"W4210672081","doi":"10.22214/ijraset.2021.37105","title":"Design and Analysis of Automatic Fire Extinguisher for Vehicles","year":2021,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Automotive engineering; Smoke; Ignition system; Gasoline; Environmental science; Aeronautics; Engineering; Forensic engineering; Computer science; Waste management; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690831,0.00005523827,0.0001442639,0.001431928,0.00007546766,0.00007301096,0.0002238136,0.0000616347,0.000002484716],"category_scores_gemma":[0.0004064396,0.00005472322,0.00002320445,0.001335636,0.0001241758,0.00005787658,0.00005073713,0.0001748744,1.945901e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041582,"about_ca_system_score_gemma":0.00005403098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001417774,"about_ca_topic_score_gemma":0.000001786988,"domain_scores_codex":[0.9991409,0.000005900714,0.0002097579,0.0001298642,0.0002949331,0.0002186178],"domain_scores_gemma":[0.9992592,0.0002301428,0.00002100393,0.00007390675,0.0003705814,0.00004517614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003633099,0.00003556136,0.0004340596,0.0002099322,0.0004894658,0.00002519522,0.0004918855,0.1604695,0.5239162,0.01680202,0.0002073955,0.2968825],"study_design_scores_gemma":[0.000252631,0.0000252218,0.0004747882,0.00004023662,0.000009135651,0.0000450579,0.0001927819,0.9813212,0.01431037,0.001719379,0.001553442,0.00005575217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558802,0.000655829,0.2413571,0.0008936367,0.0005848805,0.000359105,0.000008395598,0.0001204222,0.0001404758],"genre_scores_gemma":[0.9809487,0.0001136881,0.01882933,0.000004336589,0.00002454667,0.00006186475,8.625865e-7,0.000007552643,0.000009092362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8208517,"threshold_uncertainty_score":0.2231548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935428369209007,"score_gpt":0.3485538874593705,"score_spread":0.2991996037672804,"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."}}