{"id":"W4411046491","doi":"10.1007/s11581-025-06423-w","title":"Unveiling a new type of boron-doped carbon sheets as an anode for Calcium-ion batteries","year":2025,"lang":"en","type":"article","venue":"Ionics","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Anode; Boron; Materials science; Doping; Carbon fibers; Ion; Electrochemistry; Calcium; Energy storage; Inorganic chemistry; Nanotechnology; Chemical engineering; Metallurgy; Optoelectronics; Chemistry; Composite material; Electrode; Composite number; Physics; Organic chemistry; Engineering","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":[0.00008904469,0.0001180028,0.0001867097,0.00005427432,0.00002796932,0.00002039208,0.0001249333,0.0000663908,0.00007634544],"category_scores_gemma":[0.00006325414,0.0001263832,0.00001865941,0.00009907606,0.00001701585,0.000106687,0.00003507818,0.00004338102,0.00000546474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006866001,"about_ca_system_score_gemma":0.00006304833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004167897,"about_ca_topic_score_gemma":0.00001271476,"domain_scores_codex":[0.9993418,0.00001202812,0.0002564692,0.0001377623,0.00007729363,0.0001746264],"domain_scores_gemma":[0.99959,0.00003560739,0.00003515569,0.0002487959,0.00005746179,0.0000329984],"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":[0.0002883287,0.00006949995,0.0006223777,0.0009210912,0.0001625007,0.000004689668,0.0009121124,0.07132154,0.9041505,0.00364775,0.0065212,0.01137837],"study_design_scores_gemma":[0.0009998296,0.0002013584,0.0004741704,0.0002662233,0.0000656378,0.00000240645,0.0001336479,0.0147515,0.9517998,0.005541105,0.0254172,0.0003471722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857011,0.0004215278,0.009586917,0.0001221465,0.001922987,0.0002596385,0.00001604314,0.0001399867,0.001829598],"genre_scores_gemma":[0.9931745,0.00004559794,0.005879067,0.0001516337,0.0001077615,0.00001523261,0.00002737866,0.00003208525,0.0005667532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05657004,"threshold_uncertainty_score":0.5153756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873930662404925,"score_gpt":0.3154245508819764,"score_spread":0.2866852442579272,"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."}}