{"id":"W4386317910","doi":"10.1149/1945-7111/acf5a9","title":"Experimental Concerns of Current Collector Interference and Electrolyte Creep During Zinc-Air Battery Testing","year":2023,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Advanced battery technologies research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrolyte; Current collector; Electrode; Battery (electricity); Electrochemistry; Gas diffusion electrode; Zinc; Materials science; Current (fluid); Electrochemical cell; Chemistry; Chemical engineering; Metallurgy; Electrical engineering","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":[0.000144687,0.0001459464,0.0002571216,0.00004847671,0.00008359355,0.00001526866,0.0004525291,0.00008134831,0.000008634508],"category_scores_gemma":[0.0002043972,0.0001099789,0.0001654486,0.0006088959,0.0001511425,0.0001034196,0.0002491498,0.000841365,0.000001102374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173153,"about_ca_system_score_gemma":0.00004190098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.963464e-7,"about_ca_topic_score_gemma":1.878014e-7,"domain_scores_codex":[0.9988182,0.00002058014,0.0003476999,0.0001201935,0.0002882337,0.0004050638],"domain_scores_gemma":[0.9993459,0.0002165933,0.0001349934,0.0001528375,0.0000879843,0.00006166933],"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":[0.00002304886,0.00001790647,0.0009746229,0.00007147566,0.00006302987,0.000001382611,0.000152705,0.0001196243,0.9973816,0.000003504934,0.0006726338,0.0005184534],"study_design_scores_gemma":[0.0003654293,0.0001058787,0.001170986,0.0001206999,0.00001043055,0.00005127126,0.0001466427,0.004368573,0.9933071,0.00016473,0.00008183564,0.0001064013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995168,0.001444023,0.002896049,0.0001540665,0.0001008124,0.00009178397,0.000002292361,0.0001105764,0.00003238402],"genre_scores_gemma":[0.9984425,0.0002520183,0.001124263,0.00001475603,0.000113512,0.000007094084,4.34754e-7,0.00002383281,0.00002159923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004248949,"threshold_uncertainty_score":0.448481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783126801595554,"score_gpt":0.2919572074245077,"score_spread":0.2641259394085522,"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."}}