{"id":"W4407164884","doi":"10.1016/j.solidstatesciences.2025.107857","title":"A C2B two-dimensional monolayer with superior electrochemical performance of anode for Mg-ion batteries","year":2025,"lang":"en","type":"article","venue":"Solid State Sciences","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"King Saud University","keywords":"Anode; Electrochemistry; Monolayer; Ion; Materials science; Chemical engineering; Inorganic chemistry; Chemistry; Nanotechnology; Electrode; Physical chemistry; Organic chemistry","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":[0.000166089,0.0001283767,0.0001881378,0.00008797674,0.0001113013,0.00003462298,0.0001876319,0.00001992623,0.00002579576],"category_scores_gemma":[0.00001135377,0.000100176,0.00001643528,0.0002117282,0.0001994294,0.000287043,0.00003757122,0.00004260028,0.00000239668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003309166,"about_ca_system_score_gemma":0.00005392938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002030773,"about_ca_topic_score_gemma":0.000003008417,"domain_scores_codex":[0.9990939,0.000009096007,0.000220296,0.0001976326,0.0001703644,0.0003086637],"domain_scores_gemma":[0.9997289,0.0000498749,0.0000332457,0.0001129068,0.00005131252,0.00002376527],"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":[0.00009733265,0.00001219149,0.001101331,0.0001176482,0.00001846284,4.09241e-7,0.0001628062,0.03231089,0.9655433,0.00007182691,0.0001469318,0.0004168315],"study_design_scores_gemma":[0.0003443957,0.0001950081,0.00032928,0.00008676911,0.000008474511,0.00000334553,0.00004085631,0.01309961,0.9847685,0.0007823458,0.0002034312,0.0001379814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957015,0.00006245843,0.003236325,0.00007406115,0.0002824221,0.0001903713,0.00001716696,0.00006166057,0.0003740651],"genre_scores_gemma":[0.9913763,0.00001438734,0.008329354,0.00008445165,0.00002150477,0.00005062561,0.000005096339,0.000009948582,0.0001082656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922516,"threshold_uncertainty_score":0.4085059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009562504628549934,"score_gpt":0.2667044428327385,"score_spread":0.2571419382041886,"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."}}