{"id":"W4408384238","doi":"10.1002/cey2.70008","title":"Cover Image, Volume 7, Number 2, February 2025","year":2025,"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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Volume (thermodynamics); Environmental science; Cover (algebra); Remote sensing; Geography; Physics; 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":[0.00005089716,0.0005557348,0.0006273182,0.0003544567,0.00004562864,0.0000676007,0.0008517615,0.0009383331,0.008299599],"category_scores_gemma":[0.00005855081,0.000615908,0.0001640777,0.0006154627,0.0001572494,0.00009816316,0.0004711176,0.001045503,0.009352064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108326,"about_ca_system_score_gemma":0.0001372197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003461567,"about_ca_topic_score_gemma":0.00001437409,"domain_scores_codex":[0.9979089,0.00003920994,0.0003625385,0.0005628248,0.0003462672,0.0007802523],"domain_scores_gemma":[0.998552,0.00009098291,0.00005120354,0.001100351,0.0001118265,0.0000936805],"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":[0.000006187844,0.00001174017,0.000008125988,0.0002314803,0.0001313513,0.00004889818,0.000003175188,0.01560451,0.0008529203,0.0001017678,0.9734249,0.009575001],"study_design_scores_gemma":[0.0002126128,0.00001387861,0.0000335616,0.000159175,0.0000207846,0.000006687126,0.000008314209,0.01129286,0.007649033,0.0002287004,0.9797693,0.0006050362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003803209,0.004477666,0.008223554,0.0001176934,0.00365467,0.0001256626,0.0001512782,0.0008687823,0.9820004],"genre_scores_gemma":[0.01002089,0.006015591,0.0006776625,0.0001699405,0.0004689849,0.0002269229,0.0004647589,0.0001813487,0.9817739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009640573,"threshold_uncertainty_score":0.9996292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008381532380069955,"score_gpt":0.2589008717939738,"score_spread":0.2505193394139038,"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."}}