{"id":"W4307833993","doi":"10.1002/pol.20220593","title":"Issue Information ‐ Cover Description","year":2022,"lang":"en","type":"paratext","venue":"Journal of Polymer Science","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Cover (algebra); Citation; Information retrieval; Computer science; World Wide Web; Library 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":[0.000758003,0.001053285,0.00109203,0.002248597,0.0009720266,0.003926422,0.001252537,0.002034856,0.9270459],"category_scores_gemma":[0.004259023,0.0004775629,0.0007408808,0.001998998,0.0002765302,0.002994338,0.001587765,0.001306892,0.8703752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007882483,"about_ca_system_score_gemma":0.001083506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151945,"about_ca_topic_score_gemma":0.002361703,"domain_scores_codex":[0.9995562,0.00003867217,0.00003493862,0.00007669682,0.0002187775,0.00007473859],"domain_scores_gemma":[0.9978647,0.0003343497,0.00009934141,0.0002038367,0.0008531993,0.0006447313],"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":[0.00002611251,0.0000287948,0.00005485763,0.0001724211,0.000001425782,0.00002000844,0.000006916705,0.00003379771,0.0001992344,0.0005725631,0.9638326,0.03505135],"study_design_scores_gemma":[0.00001302283,0.00001844524,0.0002058486,0.00005654966,0.000001042997,0.00002961729,0.00001034395,0.00003568315,0.000112849,0.0003589283,0.9991539,0.000003815936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005280441,0.001284226,0.00138988,0.004724276,0.01174568,0.000945672,0.06264292,0.004039683,0.9126996],"genre_scores_gemma":[0.00143715,0.000879775,0.0005404059,0.001683661,0.001456928,0.0002440583,0.01732668,0.0008545274,0.9755769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07295406,"threshold_uncertainty_score":0.1040601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254265450495095,"score_gpt":0.2535883367296501,"score_spread":0.2410456822246991,"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."}}