{"id":"W4403765307","doi":"10.1002/cey2.687","title":"Cover Image, Volume 6, Number 10, October 2024","year":2024,"lang":"en","type":"paratext","venue":"Carbon Energy","topic":"Advanced battery technologies research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Mathematics; Environmental science; Geology; Physics; Engineering; Mechanical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005836578,0.0006408413,0.000592144,0.0003439367,0.00003020944,0.0001461091,0.0007046319,0.0009503537,0.05138682],"category_scores_gemma":[0.00004010036,0.000650097,0.0002038203,0.0006375047,0.0001805219,0.0001066653,0.0004902256,0.001287016,0.09469443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540128,"about_ca_system_score_gemma":0.00008059112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008682023,"about_ca_topic_score_gemma":0.00001257335,"domain_scores_codex":[0.9975942,0.0000280132,0.0003750205,0.0006855297,0.0004523848,0.0008648224],"domain_scores_gemma":[0.998644,0.00006008319,0.0000385215,0.001031317,0.00009960618,0.00012645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004885975,0.000008228897,8.957056e-7,0.0003131546,0.000172508,0.000142476,0.000006512126,0.01049659,0.001298254,0.0001014463,0.9828804,0.00457465],"study_design_scores_gemma":[0.0001080073,0.00001795227,0.000001451363,0.0001479986,0.00003111607,0.00002584175,0.00000848327,0.01601449,0.005205209,0.0003594172,0.9774098,0.0006701836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003310372,0.008139146,0.001467225,0.0001082973,0.007357372,0.0001074928,0.0002089918,0.001152157,0.9811283],"genre_scores_gemma":[0.006543616,0.00311179,0.0002970737,0.00006760647,0.000951622,0.0002105478,0.0002932309,0.0004240901,0.9881004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04330761,"threshold_uncertainty_score":0.999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009027624752390684,"score_gpt":0.2609898207209834,"score_spread":0.2519621959685927,"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."}}