{"id":"W4399385970","doi":"10.1002/cnl2.144","title":"Interfacial regulation engineering in anode‐free rechargeable batteries","year":2024,"lang":"en","type":"article","venue":"Carbon Neutralization","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Six Talent Peaks Project in Jiangsu Province; Natural Science Foundation of Jiangsu Province","keywords":"Anode; Faraday efficiency; Coating; Energy storage; Cathode; Nanotechnology; Electrolyte; Materials science; Electrochemistry; Energy density; Process engineering; Computer science; Engineering physics; Engineering; Electrical engineering; Chemistry; Power (physics); Electrode; Physics","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":[0.00009679622,0.0001377689,0.0001241374,0.000206168,0.000009887806,0.00008351496,0.0000954547,0.000074727,0.0000968769],"category_scores_gemma":[0.00002132869,0.0001603192,0.00001401201,0.0002772324,0.000009854773,0.0003446696,0.00002578269,0.00007495831,0.00001436621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595948,"about_ca_system_score_gemma":0.000006162026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006029639,"about_ca_topic_score_gemma":0.000006098477,"domain_scores_codex":[0.9992825,0.00001490761,0.0002572805,0.0001686025,0.00009063342,0.0001860638],"domain_scores_gemma":[0.9997507,0.00001827281,0.0000126528,0.0001845708,0.00001271363,0.00002113238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001190098,0.000008690145,0.0007455962,0.0005853057,0.00001823196,0.00001298335,0.0007159318,0.5747215,0.4162012,0.004412331,0.001516707,0.001049655],"study_design_scores_gemma":[0.0004407072,0.00003755983,0.002536764,0.0005708423,0.00001832705,0.00000966871,0.00002156187,0.5987236,0.3868073,0.002748536,0.007583147,0.0005020401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747854,0.0002737828,0.01934145,0.00008394578,0.002814739,0.0002126238,0.00001033459,0.0008949732,0.001582686],"genre_scores_gemma":[0.9991556,0.00004235846,0.0003206204,0.00002117458,0.0001698744,0.00003093952,0.00004490606,0.00005711131,0.0001574394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02939394,"threshold_uncertainty_score":0.6537626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148520412616221,"score_gpt":0.2236040289317738,"score_spread":0.2121188248056116,"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."}}