{"id":"W1907889910","doi":"10.1109/intlec.1998.793589","title":"Prevention of thermal runaway in VRLA batteries","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Thermal runaway; Limiting; VRLA battery; Reliability engineering; Computer science; Compensation (psychology); Battery (electricity); Float (project management); Voltage; Process (computing); Phenomenon; Engineering; Electrical engineering; Forensic engineering; Lead–acid battery; Mechanical engineering; Systems engineering; Power (physics); Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361806,0.0003063254,0.000536441,0.0004348265,0.0003687026,0.0007260775,0.0009772787,0.000592956,0.001686324],"category_scores_gemma":[0.00139246,0.0001847299,0.0003022023,0.0002491793,0.0002550276,0.0008844415,0.0006471453,0.0004601124,0.0006827664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282835,"about_ca_system_score_gemma":0.00016542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627113,"about_ca_topic_score_gemma":0.0003977113,"domain_scores_codex":[0.9997396,0.00004615239,0.00002189891,0.00003004225,0.0001123604,0.00004985963],"domain_scores_gemma":[0.9992132,0.0001897573,0.0001708213,0.0001861624,0.0002092179,0.00003091219],"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":[0.000879142,0.0001389536,0.006240787,0.0009551418,0.0000938818,0.002091311,0.00113405,0.0222317,0.5995706,0.004931965,0.003052556,0.3586799],"study_design_scores_gemma":[0.000088663,0.002069965,0.01616495,0.0002628088,0.0001798525,0.008441058,0.0008117381,0.05644317,0.8524542,0.005983275,0.05695572,0.0001446515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7095512,0.005001264,0.2555288,0.0007863086,0.0001868008,0.0001483559,0.0001227266,0.007247373,0.02142723],"genre_scores_gemma":[0.9829515,0.0004614939,0.01327894,0.0001041919,0.00002747798,0.00002806197,0.00006132432,0.0001079365,0.002979215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001686324,"threshold_uncertainty_score":0.005641341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236354758197605,"score_gpt":0.2590765460077948,"score_spread":0.2354410701880343,"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."}}