{"id":"W4417454899","doi":"10.3390/coatings15121493","title":"Mg-Air Battery with High Coulombic Efficiency and Discharge Current by Electrode and Electrolyte Modification","year":2025,"lang":"en","type":"article","venue":"Coatings","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Electrolyte; Faraday efficiency; Electrode; Battery (electricity); Energy storage; Corrosion; Diffusion; Current (fluid)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007603771,0.0001463646,0.0001421101,0.0001197766,0.00009571634,0.00003680825,0.0001348949,0.00005291164,0.00000307098],"category_scores_gemma":[0.00004276189,0.0001292746,0.000008744604,0.0002983869,0.0001003454,0.0001265397,0.00006148082,0.0003117219,0.000002949404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006878822,"about_ca_system_score_gemma":0.00001407226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000489152,"about_ca_topic_score_gemma":0.000002270883,"domain_scores_codex":[0.9991297,0.00001099292,0.0001342087,0.0002628453,0.0001247345,0.0003375538],"domain_scores_gemma":[0.9996487,0.00006870934,0.00002554866,0.0001884827,0.00003290776,0.00003567966],"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":[0.00001964678,0.00004025608,0.004034107,0.0002662959,0.00002146604,7.515875e-7,0.00008343018,0.0006574115,0.9513559,0.001575342,0.003554424,0.03839098],"study_design_scores_gemma":[0.002065568,0.000459692,0.01949784,0.0003270414,0.00005221667,0.00001814083,0.0001389253,0.09759367,0.8665938,0.004203972,0.008106228,0.0009428939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8372493,0.002235405,0.1590955,0.0005811907,0.00003129265,0.0002285428,0.000007737544,0.0003967216,0.0001743189],"genre_scores_gemma":[0.9986454,0.0005529927,0.0005236274,0.00004011798,0.000008577734,0.00008024481,0.0000169811,0.0000200018,0.0001120969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.161396,"threshold_uncertainty_score":0.5271667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005425786512956867,"score_gpt":0.2443689442260474,"score_spread":0.2389431577130905,"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."}}