{"id":"W4400561749","doi":"10.1039/d4nr01489h","title":"Rational design of dual-ion doped cobalt-free Li-rich cathode materials for enhanced cycle stability of lithium-ion pouch cell batteries","year":2024,"lang":"en","type":"article","venue":"Nanoscale","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Mitacs","keywords":"Materials science; Cobalt; Lithium (medication); Cathode; Ion; Doping; Rational design; Cycling; Dual (grammatical number); Chemical engineering; Inorganic chemistry; Nanotechnology; Optoelectronics; Chemistry; Metallurgy; Organic chemistry; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006292465,0.0002143879,0.0004301514,0.00009697561,0.00003951857,0.00004407241,0.0002112307,0.0001268188,0.0006088556],"category_scores_gemma":[0.0001561542,0.0002115518,0.00003751324,0.0001585196,0.00007583592,0.0002739926,0.00008824927,0.00005216271,0.00001419894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279417,"about_ca_system_score_gemma":0.00005256551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000859689,"about_ca_topic_score_gemma":0.000002804256,"domain_scores_codex":[0.9983391,0.0001080443,0.0007048172,0.0002922005,0.0002954623,0.0002604151],"domain_scores_gemma":[0.9988849,0.0003612845,0.0001038841,0.0004593242,0.0001547834,0.00003583387],"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":[0.0001379205,0.00006407692,0.00001410508,0.001295764,0.00003119384,7.487739e-7,0.0007080782,0.003349306,0.9922128,0.0001486195,0.001883197,0.0001542003],"study_design_scores_gemma":[0.0004304418,0.0001271577,0.0001288659,0.0001215135,0.00004578951,0.000001090706,0.00005523494,0.0004887049,0.9964223,0.001655041,0.0003346368,0.0001892198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950927,0.0001804743,0.1001562,0.00006795186,0.002155867,0.0007701444,0.001192231,0.0001577623,0.0002267023],"genre_scores_gemma":[0.9858604,0.00004322253,0.01342323,0.00002146744,0.0001530062,0.0002109963,0.0001139692,0.00005625946,0.0001174333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09076774,"threshold_uncertainty_score":0.8626831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997901000055177,"score_gpt":0.2579692305169672,"score_spread":0.2379902205164155,"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."}}