{"id":"W2162720650","doi":"10.1109/08ias.2008.251","title":"A Dynamic Model of a High Temperature Arc Lamp","year":2008,"lang":"en","type":"article","venue":"","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Arc (geometry); Amplitude; Energy balance; Transient (computer programming); Millisecond; Mechanics; Arc lamp; Pulsed power; Physics; Partial differential equation; Power (physics); Optics; Control theory (sociology); Engineering; Computer science; Mechanical engineering; Thermodynamics","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":[0.0002248509,0.0004808146,0.0007748285,0.0004843151,0.0008114568,0.001581043,0.00184564,0.00163237,0.01000253],"category_scores_gemma":[0.0004995936,0.0005333864,0.0006363859,0.0005977295,0.0009125319,0.001433458,0.0008455116,0.0009431842,0.001526684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353518,"about_ca_system_score_gemma":0.001472799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224836,"about_ca_topic_score_gemma":0.004166939,"domain_scores_codex":[0.9997599,0.00002606149,0.000009374437,0.00008164977,0.00009034746,0.0000327317],"domain_scores_gemma":[0.999824,0.00005052616,0.00002234942,0.00001895476,0.00005811955,0.00002598077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007734593,0.00004366859,0.0003418663,0.0001073414,0.00002683213,0.000256955,0.0001680949,0.9203543,0.02144231,0.04838583,0.001395453,0.007399963],"study_design_scores_gemma":[0.00001232862,0.00002765705,0.0001648124,0.000005498563,0.000009265487,0.00006281326,0.00001651982,0.9931062,0.001324875,0.002826186,0.002428475,0.00001535767],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1085474,0.001003955,0.7405339,0.001275364,0.0002470978,0.000198871,0.001343526,0.00186546,0.1449844],"genre_scores_gemma":[0.9039444,0.0007362297,0.02016305,0.0001600063,0.00005632225,0.0002976331,0.0003579433,0.0002062179,0.07407813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01224836,"threshold_uncertainty_score":0.03346175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007727334420076557,"score_gpt":0.1984961934903678,"score_spread":0.1907688590702912,"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."}}