{"id":"W4285399344","doi":"10.1149/ma2022-01185mtgabs","title":"Practical Considerations in the Development of 3 and 15 Ah Rechargeable Lithium Pouch Cells","year":2022,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EaglePicher (Canada)","funders":"","keywords":"Anode; Lithium (medication); Lithium metal; Pouch; Electrolyte; Materials science; Graphite; Nanotechnology; Chemical engineering; Chemistry; Electrode; Composite material; Engineering; Surgery; Biology; Physical 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":[0.0009692569,0.00007888555,0.0001019461,0.00009858301,0.0001654504,0.0000250207,0.0000941851,0.00004055269,0.0000494166],"category_scores_gemma":[0.0006141512,0.00007208015,0.00001022756,0.0001785915,0.00003827077,0.00007579419,0.0001218937,0.0005545237,0.000007735472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007647169,"about_ca_system_score_gemma":0.00006833395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008454937,"about_ca_topic_score_gemma":0.00001950284,"domain_scores_codex":[0.9990411,0.00005757477,0.0002942938,0.0001285988,0.0002473432,0.0002311091],"domain_scores_gemma":[0.9989224,0.0008109703,0.00004613767,0.0001735291,0.00002424577,0.00002270136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000121161,0.0001834432,0.00100628,0.0001667195,0.0000339438,0.000159102,0.005150934,0.5369828,0.4442542,0.0001631568,0.0107274,0.001159876],"study_design_scores_gemma":[0.0003734396,0.00005815329,0.004368437,0.00005570691,0.000006203592,0.0001055776,0.00733385,0.007183677,0.9560727,0.002004359,0.02215365,0.0002841935],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743224,0.0001207481,0.0001029534,0.001158874,0.00008943474,0.00022873,0.00000610394,0.0001315729,0.02383916],"genre_scores_gemma":[0.9588599,0.000009398552,0.04096869,0.00003311695,0.00000914221,0.00005936639,0.000002638512,0.00001305251,0.00004466484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5297992,"threshold_uncertainty_score":0.2939343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983043942383404,"score_gpt":0.3036517414420584,"score_spread":0.2538213020182244,"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."}}