{"id":"W2167944200","doi":"10.1149/05024.0003ecst","title":"Surface Control and Multi-Composite Cathodes","year":2013,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Composite number; Materials science; Lamellar structure; Cathode; Electrochemistry; Chemical engineering; Crystallization; Overcharge; Particle (ecology); Surface layer; Layer (electronics); Composite material; Battery (electricity); Chemistry; Electrode","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":[0.00002977833,0.000089266,0.0001000804,0.00002007222,0.00006446907,0.00003799191,0.00004139336,0.000032047,0.0003724289],"category_scores_gemma":[0.00000111003,0.00009109537,0.00001238946,0.00003273306,0.00002468541,0.0002141087,0.000001125946,0.00005833965,0.0001324165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837245,"about_ca_system_score_gemma":0.000001732198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002673196,"about_ca_topic_score_gemma":0.000005477094,"domain_scores_codex":[0.9996104,0.00001389602,0.0001127769,0.00008645391,0.00004098454,0.0001354503],"domain_scores_gemma":[0.9997987,0.00003492084,0.000008608637,0.0001015684,0.00001352599,0.00004266209],"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":[0.000002526962,0.00003334954,0.000300733,0.00003915654,0.00005018315,9.124327e-7,0.0002714024,0.1774248,0.8193765,0.00000916419,0.0001744329,0.002316877],"study_design_scores_gemma":[0.007837344,0.0001078845,0.06205305,0.0001274311,0.0002892193,0.00008839724,0.0004213893,0.3885733,0.5237337,0.0008332456,0.01405503,0.00187998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4531726,0.0001285561,0.5457544,0.00008654929,0.0002856153,0.0001616003,0.00002716288,0.0001857893,0.0001977078],"genre_scores_gemma":[0.9750025,0.00004215943,0.0245826,0.00004663752,0.00001711536,0.00003544447,0.000001615584,0.00002143834,0.000250449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.52183,"threshold_uncertainty_score":0.4077835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117786731567255,"score_gpt":0.2307689836801046,"score_spread":0.2189903105233791,"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."}}