{"id":"W2032648098","doi":"10.1017/s0022377803002575","title":"Multi-dimensional transient process for a pulse ablating capillary discharge: modeling and experiment","year":2004,"lang":"en","type":"article","venue":"Journal of Plasma Physics","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plasma; Capillary action; Mechanics; Physics; Atomic physics; Electrode; Turbulence; Materials science; Thermodynamics; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006851026,0.0001132756,0.0001607359,0.00003056645,0.00008041094,0.00002537081,0.00006416716,0.00003469554,7.344007e-7],"category_scores_gemma":[0.00001715772,0.0001025788,0.00006280474,0.00005985102,0.00001311156,0.0001448968,0.000007246866,0.0001306744,0.000001025711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299312,"about_ca_system_score_gemma":0.00003890078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001509666,"about_ca_topic_score_gemma":0.000001493487,"domain_scores_codex":[0.9993531,0.000002738932,0.0002721442,0.00008119537,0.0001416072,0.0001492318],"domain_scores_gemma":[0.999624,0.00005776284,0.00006681691,0.00005441363,0.0001026724,0.00009431926],"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":[0.000008640147,0.00009236755,0.000005593504,0.00004656882,0.00003584515,0.000002413648,0.0006598647,0.9419649,0.0560811,0.0005087176,0.0000174548,0.0005765633],"study_design_scores_gemma":[0.001097652,0.00004719115,0.00001278885,0.00009812757,0.00003149251,0.00002942784,0.0001351839,0.8948497,0.1016003,0.001934284,0.00004409073,0.0001197816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8837963,0.0001432781,0.1156711,0.0001064984,0.0000970326,0.0001317438,0.00002150702,0.00001573034,0.00001677396],"genre_scores_gemma":[0.9663435,0.00004949254,0.03339576,0.00001602863,0.0001440505,0.00002111239,0.000005317863,0.00002319939,0.000001565554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08254711,"threshold_uncertainty_score":0.4183042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432901644355397,"score_gpt":0.2643568121411778,"score_spread":0.2400277956976238,"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."}}