{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003758123,0.0009768631,0.0009202194,0.001809458,0.0009388452,0.002980269,0.00103594,0.001450393,0.9195566],"category_scores_gemma":[0.001791913,0.0003908646,0.000534675,0.001606685,0.0002145831,0.002505786,0.001296431,0.001150883,0.8678918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301224,"about_ca_system_score_gemma":0.0007493026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328446,"about_ca_topic_score_gemma":0.002561994,"domain_scores_codex":[0.9997512,0.00001445843,0.00001475592,0.0000478642,0.0001238811,0.0000479716],"domain_scores_gemma":[0.999143,0.00009660448,0.00004210046,0.00008875396,0.0003156273,0.0003139503],"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":[0.00002340264,0.00002961962,0.00006112772,0.0001460687,0.000001602901,0.00002393077,0.00000735845,0.0000439769,0.0004211173,0.0006734291,0.949634,0.04893436],"study_design_scores_gemma":[0.00001041333,0.0000162101,0.0002629727,0.00004273766,9.729796e-7,0.00003329009,0.00001020648,0.00004623904,0.0001516901,0.0003321238,0.9990892,0.000003865261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000500517,0.0008810736,0.0008072995,0.002019703,0.005755295,0.0003561744,0.02204599,0.0022284,0.9654056],"genre_scores_gemma":[0.001156563,0.000589941,0.0002884282,0.0007836113,0.0007063201,0.00009522834,0.006764207,0.0004394104,0.9891763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08044344,"threshold_uncertainty_score":0.1147428,"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."}}