{"id":"W4254062047","doi":"10.1149/ma2006-02/3/148","title":"The Magnetohydrodynamic Effect in Electrochemical Systems Including Batteries","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Electric Power Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Magnetohydrodynamic drive; Electrochemistry; Materials science; Magnetohydrodynamics; Engineering physics; Computer science; Physics; Electrode; Plasma; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007439065,0.0001963784,0.0002346673,0.00007363987,0.0001319607,0.0001492958,0.0001887048,0.0001016843,9.308297e-7],"category_scores_gemma":[0.00008846959,0.0001531382,0.00004926617,0.000204026,0.00002105053,0.00007028187,0.00001860045,0.0003080797,0.00002805193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637444,"about_ca_system_score_gemma":0.00001421018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006483215,"about_ca_topic_score_gemma":0.0001967416,"domain_scores_codex":[0.9985625,0.00005986706,0.0004494212,0.0001733651,0.0001932395,0.0005615868],"domain_scores_gemma":[0.9991854,0.0004992155,0.00006781915,0.000190714,0.00001602595,0.00004080507],"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":[0.00001871691,0.00001384392,0.003046089,0.0001598488,0.00002773257,0.00004311909,0.00005729053,0.137105,0.8570723,0.00006692798,0.001869043,0.000520093],"study_design_scores_gemma":[0.002750994,0.000292936,0.04701595,0.001204514,0.00007711746,0.0002005784,0.0001112615,0.4797142,0.4392525,0.0006280579,0.02698942,0.001762433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309772,0.005052725,0.00002852156,0.00007381716,0.0006005387,0.0002217922,8.191368e-7,0.0002622968,0.06278224],"genre_scores_gemma":[0.9993306,0.00001870999,0.000007555206,0.000007595866,0.0003235179,0.00006689937,0.00000391444,0.0000373767,0.0002038645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4178198,"threshold_uncertainty_score":0.6244794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0030342111496226,"score_gpt":0.1857589400822453,"score_spread":0.1827247289326227,"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."}}