{"id":"W4285497197","doi":"10.1149/ma2022-012221mtgabs","title":"Development of a LiMnFePO<sub>4 </sub>/ Li<sub>4</sub>Ti<sub>5</sub>O<sub>12</sub> 2Ah Pouch Cell: An Example of the Effective Integration of New Materials","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hydro-Québec","funders":"","keywords":"Battery (electricity); Electrolyte; Materials science; Energy storage; Degradation (telecommunications); Polymer; Cathode; Zero emission; Chemical engineering; Environmental science; Process engineering; Nanotechnology; Electrode; Electrical engineering; Chemistry; Composite material; Engineering; Physics","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":[0.0001634006,0.0002459564,0.0002186457,0.0002176739,0.0002153086,0.0003878196,0.0006161697,0.0007358702,0.0008778345],"category_scores_gemma":[0.0001550069,0.0001706383,0.0002634944,0.0001318407,0.0001806653,0.0006462911,0.0003110927,0.0005862156,0.0005882476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197189,"about_ca_system_score_gemma":0.0004123682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480494,"about_ca_topic_score_gemma":0.0006576818,"domain_scores_codex":[0.9999268,0.000003957612,0.000006013221,0.0000143003,0.00003715608,0.00001183567],"domain_scores_gemma":[0.9999175,0.000006606803,0.00001463574,0.000009097785,0.00002830409,0.00002386801],"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":[0.00002752046,0.0000574903,0.0004007364,0.00009375753,0.000008217333,0.0001466116,0.00002345425,0.0004740486,0.9846325,0.0006447189,0.0001915101,0.01329954],"study_design_scores_gemma":[0.00001665299,0.0003545288,0.0008892663,0.000007216162,0.00001414482,0.0003406107,0.00001438339,0.00353418,0.9870548,0.00009495798,0.007668127,0.00001105834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881854,0.001782776,0.1063944,0.0005425072,0.0003122894,0.0004005465,0.0004635113,0.0007866333,0.007463276],"genre_scores_gemma":[0.8106062,0.001880201,0.1747359,0.0001904041,0.00003489137,0.0002803346,0.0005772936,0.0001197026,0.01157506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008778345,"threshold_uncertainty_score":0.002936602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000205518519768,"score_gpt":0.2287107864472807,"score_spread":0.208708731262083,"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."}}