{"id":"W2030640291","doi":"10.1149/06127.0003ecst","title":"Silicon Composite Anodes: Half and Full Cell Studies","year":2014,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ford Motor Company (Canada)","funders":"","keywords":"Materials science; Anode; Composite number; Composite material; Electrode; Silicon; Calendering; Adhesion; Layer (electronics); Optoelectronics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005277742,0.0001056223,0.0001370768,0.0000388247,0.00008972776,0.00002081446,0.00004416376,0.00002983171,0.00008532083],"category_scores_gemma":[0.000001944128,0.0001082152,0.00001475992,0.00004171877,0.0000407502,0.000125642,0.000003029216,0.00005996457,0.00004460378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002303161,"about_ca_system_score_gemma":0.000001295343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002245156,"about_ca_topic_score_gemma":0.000009857696,"domain_scores_codex":[0.9995568,0.00001726654,0.000133323,0.0001075603,0.00005316871,0.0001318566],"domain_scores_gemma":[0.9997582,0.00005657869,0.00001241067,0.0001259623,0.00001418421,0.00003269469],"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":[0.00001050113,0.00004370827,0.0000577304,0.0002935434,0.00009599549,0.000001332121,0.001098869,0.08607469,0.9078106,0.00005916625,0.0004511556,0.004002739],"study_design_scores_gemma":[0.001889447,0.0002228243,0.001382173,0.000145493,0.0002431891,0.000035521,0.0008110893,0.01405432,0.9038215,0.001750949,0.07464866,0.0009948596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.773209,0.0007482073,0.2218982,0.0001440969,0.0009669662,0.0001347465,0.00002128552,0.0003512095,0.002526272],"genre_scores_gemma":[0.9968081,0.0002255141,0.00260821,0.00004811376,0.00004807845,0.00002220804,0.000002316532,0.00002224262,0.0002152883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223599,"threshold_uncertainty_score":0.4412887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429618121328627,"score_gpt":0.2425495807912505,"score_spread":0.2282533995779642,"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."}}