{"id":"W4401930608","doi":"10.1016/j.molliq.2024.125846","title":"Construction of chromium-free passivation film of pomelo peel extract on the surface of lithium-ion battery copper foil and study on anti-corrosion mechanism","year":2024,"lang":"en","type":"article","venue":"Journal of Molecular Liquids","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"National Key Research and Development Program of China; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Passivation; Copper; FOIL method; Materials science; Corrosion; Lithium (medication); Ion; Chromium; Metallurgy; Lithium-ion battery; Battery (electricity); Inorganic chemistry; Chemistry; Composite material; Layer (electronics)","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":[0.001155719,0.0001521799,0.0003412079,0.0002017524,0.00005706215,0.00004270854,0.0001854319,0.00009738166,0.0001050257],"category_scores_gemma":[0.0001508357,0.0001036223,0.0001392335,0.0002043723,0.0001070968,0.0002129755,0.00006651182,0.0002153223,0.000002471384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004656631,"about_ca_system_score_gemma":0.0000738795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001064974,"about_ca_topic_score_gemma":7.748989e-7,"domain_scores_codex":[0.9979289,0.0002587032,0.0007551861,0.0001911631,0.0007480506,0.0001180197],"domain_scores_gemma":[0.9986165,0.000158883,0.00055696,0.0003005516,0.0003200625,0.00004705205],"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":[0.000261347,0.0003154445,0.0002335531,0.00006863655,0.000005321053,0.00001904988,0.0004393259,0.0002423549,0.9969548,0.0008852839,0.000364834,0.0002100689],"study_design_scores_gemma":[0.0006120811,0.003087329,0.002624471,0.0007761123,0.00009121359,0.0000680914,0.000650698,0.0001785329,0.9914013,0.0004023107,0.0000163997,0.00009152706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944647,0.0001349637,0.003778459,0.0004751604,0.0007948811,0.0002455375,0.00003350647,0.00000983385,0.00006294676],"genre_scores_gemma":[0.9995294,0.00004593349,0.0002972153,0.00004241029,0.00004523245,0.00000227201,0.000002286554,0.00001749904,0.00001781006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005553547,"threshold_uncertainty_score":0.4225593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161894462997551,"score_gpt":0.2588851441237131,"score_spread":0.242695697823958,"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."}}