{"id":"W4252355988","doi":"10.1002/jmor.20867","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Journal of Morphology","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; Biology; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003020009,0.0001578292,0.0005052497,0.0000505615,0.00005658826,0.00003148007,0.0003949881,0.0005785538,0.06061386],"category_scores_gemma":[0.00004173964,0.00005535927,0.0001846928,0.0001103847,0.00004907207,0.0003057314,0.00006226057,0.0005308616,0.06453577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005005854,"about_ca_system_score_gemma":0.00005332098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004240696,"about_ca_topic_score_gemma":0.00002211559,"domain_scores_codex":[0.9988335,0.0001104115,0.0005947154,0.00008851394,0.0001272274,0.0002455656],"domain_scores_gemma":[0.9985018,0.0001339224,0.001036255,0.00004462664,0.0002166844,0.00006667786],"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":[0.00005654156,0.00002490518,0.00007617865,0.00001399331,0.00003730136,0.00001104662,0.00002515574,0.0000409809,0.002405304,0.00001614424,0.9794713,0.0178212],"study_design_scores_gemma":[0.0001754854,0.0007681203,0.001025668,0.00001836084,0.0000183343,0.0003859165,0.00009696091,0.000005788308,0.0003045007,0.00002945067,0.997045,0.000126448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6218364,0.002007093,0.0000660209,0.01094463,0.06562714,0.0005517071,0.0002836229,0.00001826891,0.2986651],"genre_scores_gemma":[0.5281535,0.004453322,0.0006414774,0.02929338,0.01952087,0.00002144216,0.001686912,0.000006692368,0.4162224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175573,"threshold_uncertainty_score":0.9402449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575857620817284,"score_gpt":0.2148176241636615,"score_spread":0.1990590479554886,"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."}}