{"id":"W4409609974","doi":"10.1016/j.ccr.2025.216702","title":"Recent advancements in high-performance and durable electrodes materials for magnesium-ion batteries","year":2025,"lang":"en","type":"article","venue":"Coordination Chemistry Reviews","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Information Technology Research Centre; Ministry of Science and ICT, South Korea","keywords":"Chemistry; Magnesium; Electrode; Ion; Nanotechnology; Inorganic chemistry; Organic chemistry; Physical chemistry","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":[0.00038796,0.0001844608,0.0003425573,0.0000426915,0.00005194686,0.00004636985,0.000108595,0.00005893865,0.0002663163],"category_scores_gemma":[0.0001202165,0.0001877267,0.00001068954,0.0001547198,0.00002372824,0.0002649863,0.00003337556,0.00004370667,0.000007322768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946949,"about_ca_system_score_gemma":0.00001112816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.235675e-7,"about_ca_topic_score_gemma":6.183279e-7,"domain_scores_codex":[0.9989563,0.00002096489,0.0005082728,0.0002203678,0.00007274879,0.0002213779],"domain_scores_gemma":[0.9996188,0.00002712064,0.00008532458,0.0001882912,0.000061091,0.00001937547],"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":[0.00002450166,0.00001497321,0.0002315473,0.003577386,0.000005723485,1.814553e-7,0.0000107417,0.0001207404,0.9523459,0.0000356309,0.003365322,0.04026736],"study_design_scores_gemma":[0.0004584286,0.00001025448,0.0003485058,0.0002598136,0.0000115216,9.213754e-7,0.00000519706,0.00006846287,0.7987328,0.0002529363,0.1997036,0.0001475091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884989,0.006008879,0.002532056,0.000396667,0.0006543736,0.0009239743,0.00002984636,0.00008904348,0.0008662492],"genre_scores_gemma":[0.9582458,0.03501134,0.002049142,0.0002015225,0.0001110605,0.001435333,0.0001909608,0.00003520635,0.002719643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963383,"threshold_uncertainty_score":0.7655272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286520144102383,"score_gpt":0.2636961438849282,"score_spread":0.2508309424439044,"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."}}