{"id":"W7115592720","doi":"10.15468/yhydx6","title":"Plecoptera of West Virginia","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation","funders":"","keywords":"West virginia; Table (database); Period (music); Single specimen; Row; Genus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004749656,0.0004719216,0.0006592277,0.0003415852,0.0002328244,0.000115639,0.001093674,0.0006414997,0.001811191],"category_scores_gemma":[0.0003771635,0.0005294266,0.0003220651,0.0009197104,0.0003402737,0.001510207,0.0008606261,0.0003992628,0.3168669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009286404,"about_ca_system_score_gemma":0.0004844109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412032,"about_ca_topic_score_gemma":0.0001579424,"domain_scores_codex":[0.9973724,0.0001296379,0.0009240366,0.0002983547,0.0008722204,0.0004032729],"domain_scores_gemma":[0.9970431,0.00004228623,0.0008857042,0.001146246,0.0007086321,0.0001740677],"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":[0.0002310766,0.00009088805,0.002735582,0.000710124,0.0001369225,0.000001698054,0.00005983777,0.00002320214,2.230791e-7,8.637302e-7,0.995524,0.0004855201],"study_design_scores_gemma":[0.0008207019,0.0000490764,0.002141808,0.0000202733,0.0001825395,0.000002494805,0.0001731898,8.576491e-7,0.00001422142,0.000001723633,0.9962198,0.0003733315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001678068,0.0000180309,0.000005564986,0.00006332148,0.0006181123,0.000558185,0.9954702,0.0001455996,0.00144295],"genre_scores_gemma":[0.0001101799,0.00003124401,0.00001238646,0.0003112852,0.000002862947,0.000003767184,0.9995269,8.865716e-8,0.00000131198],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3150558,"threshold_uncertainty_score":0.9997157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00945887198444384,"score_gpt":0.2231058502781085,"score_spread":0.2136469782936647,"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."}}