{"id":"W4415217824","doi":"10.1016/j.est.2025.118815","title":"Investigation of aluminum nitride monolayer with biphenylene network as a potential negative electrode for magnesium ion battery","year":2025,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"King Khalid University","keywords":"Magnesium; Battery (electricity); Nitride; Nanomaterials; Density functional theory; Adsorption; Electrode; Energy storage","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":[0.0002277605,0.0001729061,0.0003416929,0.0001975855,0.0000462515,0.00002469747,0.0001581338,0.00007329317,0.0000286319],"category_scores_gemma":[0.0000352988,0.0001519695,0.00005947928,0.0002219274,0.00003248361,0.0003007163,0.00002161129,0.0001060227,5.144352e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282101,"about_ca_system_score_gemma":0.00007813011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107742,"about_ca_topic_score_gemma":0.000006425202,"domain_scores_codex":[0.9988819,0.00005454908,0.0005297625,0.0001113645,0.0001886495,0.0002337642],"domain_scores_gemma":[0.9991822,0.00008990849,0.0003313085,0.0001437169,0.0002021409,0.00005068387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005359953,0.00001660166,0.0002240588,0.0001139277,0.0002026162,0.00001732367,0.00006636068,0.5071122,0.487489,0.0005242719,0.003240633,0.0004569321],"study_design_scores_gemma":[0.001875858,0.0006649208,0.00114197,0.0002857235,0.0002235531,0.00004462666,0.00006583558,0.003467593,0.9788922,0.01142047,0.001643415,0.0002738149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710678,0.0002987011,0.2876119,0.0001311954,0.00100885,0.00008904356,0.000004251285,0.00002074627,0.0001572899],"genre_scores_gemma":[0.9874056,0.00004118014,0.01142178,0.0002414938,0.0005762149,0.00001719084,0.000005748151,0.00003432229,0.0002564747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5036446,"threshold_uncertainty_score":0.6197138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006361731769127563,"score_gpt":0.2104413039204398,"score_spread":0.2040795721513122,"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."}}