{"id":"W4386855192","doi":"10.1149/ma2023-015914mtgabs","title":"High Throughput Doping Study of Na-Mn-O Cathode Materials","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dopant; Materials science; Doping; Electrochemistry; Cathode; Lithium (medication); Chemical engineering; Inorganic chemistry; Mineralogy; Analytical Chemistry (journal); Electrode; Chemistry; Physical chemistry; Optoelectronics; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060925,0.0002967839,0.0002790949,0.0002980343,0.0002488291,0.0004914175,0.0004231008,0.0003100543,0.0006399882],"category_scores_gemma":[0.0002731687,0.0001736281,0.0002015083,0.0002855329,0.0001098826,0.0003782713,0.0002506803,0.0002260661,0.0003020318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900775,"about_ca_system_score_gemma":0.0001402788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007433812,"about_ca_topic_score_gemma":0.001113296,"domain_scores_codex":[0.9998105,0.00001292315,0.00001365616,0.00005482481,0.00009143975,0.00001668418],"domain_scores_gemma":[0.9999188,0.00001711418,0.00001717171,0.00001032026,0.00002748211,0.000009000942],"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":[0.0000252504,0.00002634392,0.0003362375,0.00003977426,0.000005746745,0.00003574094,0.00002362395,0.0001704211,0.9969704,0.00005440937,0.00004120008,0.002270829],"study_design_scores_gemma":[0.000002784325,0.00006707184,0.0008050728,0.000001717232,0.000006185984,0.00005473032,0.00001165956,0.001579475,0.9967768,0.0000150533,0.000676134,0.000003346968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902741,0.001116779,0.006450935,0.00005076976,0.00001454726,0.00006252445,0.0004277839,0.0001593206,0.001443168],"genre_scores_gemma":[0.9840681,0.001076789,0.01225429,0.00002608269,0.00001187182,0.00004789272,0.0005301613,0.00005593799,0.001928877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007433812,"threshold_uncertainty_score":0.002830267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735128343462989,"score_gpt":0.2765536980296914,"score_spread":0.2492024145950615,"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."}}