{"id":"W3126180571","doi":"10.1002/adma.202006629","title":"Operando Magnetometry Probing the Charge Storage Mechanism of CoO Lithium‐Ion Batteries","year":2021,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; Natural Science Foundation of Shandong Province; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Magnetometer; Lithium (medication); Energy storage; Nanotechnology; Electrochemistry; Ion; Electrode; Cobalt; Transition metal; Magnetization; Cobalt oxide; Chemical engineering; Optoelectronics; Catalysis; Magnetic field; Metallurgy; Physical chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001834967,0.0004046948,0.000203708,0.0004889754,0.000250709,0.0004817684,0.0003073496,0.0004245496,0.001042558],"category_scores_gemma":[0.0003477285,0.0001502121,0.0001044645,0.00026505,0.0004308981,0.0003644559,0.0003014317,0.0005610738,0.0001846231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973402,"about_ca_system_score_gemma":0.0001188957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000262553,"about_ca_topic_score_gemma":0.0004507641,"domain_scores_codex":[0.9998512,0.00001812942,0.000009638835,0.00003473895,0.00005519801,0.00003101958],"domain_scores_gemma":[0.9998106,0.00005815015,0.00006036726,0.00001988197,0.00003193734,0.0000191488],"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":[0.00004885428,0.00002521171,0.0004757768,0.00002811596,0.000003495465,0.00006466761,0.00003502317,0.0000421616,0.9974034,0.0001666991,0.00007202494,0.001634482],"study_design_scores_gemma":[0.00000996513,0.0001439163,0.006078148,0.000008161834,0.000009036644,0.0001628281,0.000103233,0.003637943,0.9888418,0.0001704363,0.0008212386,0.00001322485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935544,0.0005019501,0.003276216,0.0002424192,0.0000536728,0.00001904648,0.0002228919,0.0001698632,0.00195964],"genre_scores_gemma":[0.9976969,0.0002614922,0.001476797,0.00003779711,0.00002576131,0.00001537791,0.00005904498,0.00001018584,0.0004166578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001042558,"threshold_uncertainty_score":0.003487647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042574180592478,"score_gpt":0.2343367376628367,"score_spread":0.223910995856912,"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."}}