{"id":"W4315780748","doi":"10.1002/ntls.202310002","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Natural Sciences","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences; School of Medicine; University of Toronto; University of California, San Diego; RIKEN Center for Biosystems Dynamics Research; University of Science and Technology of China; Technische Universität Berlin; Justus Liebig Universität Gießen; University of Hong Kong; Rijksuniversiteit Groningen; Università degli Studi di Firenze; University of Oxford; University of Bath; RIKEN; Hebrew University of Jerusalem; King's College London; Fudan University; Northwestern University; Harvard University; Philipps-Universität Marburg; Pohang University of Science and Technology; Washington University in St. Louis; University College London; University of California, Los Angeles; California Institute of Technology; Radboud Universiteit; University of Pennsylvania","keywords":"Citation; Computer science; Information retrieval; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003692539,0.000203603,0.0002409927,0.00004291905,0.0006319729,0.0002424587,0.0006980168,0.0003462433,0.01913667],"category_scores_gemma":[0.00006996903,0.00006576946,0.0001025101,0.0009157343,0.0002402413,0.0006722659,0.0001489932,0.000348428,0.1883376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004183055,"about_ca_system_score_gemma":0.00003927218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007174161,"about_ca_topic_score_gemma":0.00118811,"domain_scores_codex":[0.998583,0.00005750695,0.0002642817,0.0002942313,0.000319639,0.0004812992],"domain_scores_gemma":[0.9994443,0.0001913403,0.0001872738,0.00003880983,0.00007056758,0.00006769701],"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":[0.000003410386,0.000004511518,0.00001812676,0.000008050114,0.00000504023,5.843098e-7,0.00002308057,0.000009309495,0.000242149,0.00007559443,0.9290165,0.0705936],"study_design_scores_gemma":[0.00003206495,0.000125652,0.001383106,0.00001867466,0.000004379458,0.000003100279,0.0002187915,0.0001841122,0.0001841733,0.00009771189,0.9975139,0.0002342675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09538859,0.001452318,8.723619e-7,0.0113366,0.04392356,0.0007487664,0.0003642392,0.0003352465,0.8464498],"genre_scores_gemma":[0.303897,0.00113698,0.0001352523,0.007623162,0.005911537,0.0001180421,0.00276116,0.000002267649,0.6784146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2085084,"threshold_uncertainty_score":0.98176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255425414167931,"score_gpt":0.242849388391184,"score_spread":0.2202951342495047,"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."}}