{"id":"W4281742699","doi":"10.1002/ece3.7692","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Ecology and Evolution","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Stony Brook University; Deutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-Leipzig; Beijing Forestry University; University of North Carolina Wilmington; Eötvös Loránd Tudományegyetem; University of California, Los Angeles; University of Mpumalanga; Stockholms Universitet; Universität Leipzig; Syddansk Universitet; Akademie Věd České Republiky; Swansea University; University of Oxford; University of Bath; McGill University; University of South Australia; Victoria University; Agroscope; Universidade Federal de Viçosa; University of Aberdeen; Institut National de la Recherche Agronomique; University of Essex; Università degli Studi di Napoli Federico II; Peking University; Queen Mary University of London; United Arab Emirates University; Friedrich-Schiller-Universität Jena; Indian Institute of Science; Institut Français de Recherche pour l'Exploitation de la Mer; Universidade Federal de Minas Gerais; Vancouver Island University; University of Otago; National University of Singapore; Virginia Polytechnic Institute and State University; Aarhus Universitet; Szent István Egyetem; Washington University in St. Louis; Yale University","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Data science; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001946207,0.001185902,0.001480744,0.004124229,0.001855957,0.006127635,0.002014526,0.002683312,0.8779728],"category_scores_gemma":[0.0104139,0.0004641102,0.0008406318,0.003440336,0.0004960943,0.003160089,0.00263114,0.001941935,0.8120325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349664,"about_ca_system_score_gemma":0.002753465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958765,"about_ca_topic_score_gemma":0.004465058,"domain_scores_codex":[0.9983845,0.0002552495,0.0001049976,0.0001841255,0.0008907354,0.0001804888],"domain_scores_gemma":[0.9935862,0.001281319,0.0002617423,0.0005090855,0.002882811,0.001478748],"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":[0.00002036902,0.00001315237,0.0000241847,0.0001039267,7.711336e-7,0.000006350257,0.000006685712,0.00001449742,0.00003354887,0.0005901578,0.986838,0.01234826],"study_design_scores_gemma":[0.00002540079,0.00001724212,0.0002895749,0.0001086545,0.000002042735,0.00001430067,0.00002859603,0.00004536895,0.00006478214,0.00100114,0.9983975,0.000005378545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003642897,0.001032716,0.001092142,0.006304208,0.02625054,0.0006350387,0.04280584,0.001830131,0.919685],"genre_scores_gemma":[0.0007931269,0.0003414985,0.0004173749,0.001711621,0.002391629,0.0003290276,0.01232474,0.0006060828,0.9810849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1220272,"threshold_uncertainty_score":0.1740568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004716296377568,"score_gpt":0.1934349983785337,"score_spread":0.1833878354147581,"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."}}