{"id":"W4311063935","doi":"10.1002/pol.20220675","title":"Issue Information ‐ Cover Description","year":2022,"lang":"en","type":"paratext","venue":"Journal of Polymer Science","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of California, Santa Barbara; Stony Brook University; University of Illinois at Urbana-Champaign; Monash University; South China University of Technology; University of Warwick; Gyeongsang National University; University of North Carolina at Chapel Hill; Seoul National University; Korea Advanced Institute of Science and Technology; Imperial College London; Pennsylvania State University; Massachusetts Institute of Technology; University of Notre Dame; Technische Universiteit Eindhoven; University of Colorado Boulder; University of Pennsylvania","keywords":"Cover (algebra); Citation; Information retrieval; Computer science; World Wide Web; Cover story; Library science; Data science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004699898,0.0001321617,0.0002279058,0.0004676911,0.0001172473,0.0002332937,0.0004532106,0.0001061708,0.01530195],"category_scores_gemma":[0.00001237178,0.0001076551,0.0000735609,0.0003910935,0.00008764605,0.001456305,0.00005940432,0.0003956514,0.003614299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053461,"about_ca_system_score_gemma":0.0002248592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000993761,"about_ca_topic_score_gemma":5.246693e-8,"domain_scores_codex":[0.9986133,0.00001607006,0.000500831,0.00006108197,0.0006036233,0.0002050726],"domain_scores_gemma":[0.9993536,0.0000106643,0.0003151777,0.0001234854,0.0001039769,0.00009303999],"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":[0.00001356065,0.00001240907,5.757425e-7,0.0003999601,0.00003787926,0.000009798411,0.0006005379,0.04101671,0.03618696,0.00001227209,0.9193622,0.002347091],"study_design_scores_gemma":[0.0001542645,0.00007279577,0.000004512328,0.00007612933,0.00002392488,0.0001327958,0.0000604129,0.001132508,0.05498964,0.000007557945,0.9431846,0.0001608844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008195112,0.08551183,0.001208125,0.0001973151,0.1515388,0.0002017425,0.0001086905,0.00005216924,0.7529863],"genre_scores_gemma":[0.447192,0.08093272,0.001205322,0.001768196,0.00782161,0.00002378463,0.0001368996,0.0002122656,0.4607072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4389969,"threshold_uncertainty_score":0.9971615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006748760528538955,"score_gpt":0.212338001088585,"score_spread":0.2055892405600461,"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."}}