{"id":"W2790810539","doi":"10.1007/s10800-018-1179-1","title":"Effect of the design parameters on mass transfer and energy consumption inside a lithium electrolysis cell","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec; Université de Sherbrooke","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Diaphragm (acoustics); Mechanics; Cathode; Laminar flow; Materials science; Mass transfer; Chemistry; Turbulence kinetic energy; Current density; Electrolyte; Turbulence; Thermodynamics; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003786957,0.0004356169,0.0005453681,0.0002450908,0.0004161788,0.0009181153,0.0006412308,0.0007159045,0.001548858],"category_scores_gemma":[0.001390026,0.0004119274,0.0002542827,0.0002715088,0.000372828,0.0008857247,0.0002763926,0.000437481,0.0003980501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005773737,"about_ca_system_score_gemma":0.0002651835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005247909,"about_ca_topic_score_gemma":0.0009292442,"domain_scores_codex":[0.9996667,0.00006388792,0.00004122441,0.00007970188,0.00008992774,0.00005857901],"domain_scores_gemma":[0.9987376,0.0006185204,0.000250971,0.0001060732,0.0002419303,0.00004483624],"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":[0.003888499,0.0002568405,0.003771067,0.0004558444,0.00008352374,0.0004234251,0.0002601567,0.01758218,0.9582231,0.0002559558,0.0005114991,0.01428793],"study_design_scores_gemma":[0.00006973518,0.001244405,0.005193324,0.00001675768,0.000130236,0.0001329484,0.0001282085,0.01544113,0.9763703,0.0000664881,0.001173187,0.00003336645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961743,0.000399737,0.002121407,0.00007663907,0.0000349284,0.00001416383,0.00008953848,0.0001068404,0.0009825203],"genre_scores_gemma":[0.99906,0.0000676844,0.0003948506,0.00001268347,0.00000492893,0.000006587478,0.00002968709,0.00001915906,0.0004044445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548858,"threshold_uncertainty_score":0.005181432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006179533539233964,"score_gpt":0.2155548217828853,"score_spread":0.2093752882436514,"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."}}