{"id":"W6969230883","doi":"10.5281/zenodo.5593233","title":"Heterodera guangdongensis Zhuo & Wang & Zhang & Liao 2014, n. sp.","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paratype; Holotype; Stylet; Excretory system; Nematode; Heterodera","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003963253,0.0001255933,0.0001374156,0.00003654143,0.001922816,0.0006072815,0.0005136619,0.00004032766,0.01499395],"category_scores_gemma":[0.0001241131,0.00006569065,0.00005896468,0.0003157631,0.00007170773,0.0001854787,0.0007410869,0.00009774788,0.01014356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002551126,"about_ca_system_score_gemma":2.211427e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001817048,"about_ca_topic_score_gemma":0.000002271106,"domain_scores_codex":[0.9987417,0.0001935969,0.0001833248,0.0003279436,0.0002612094,0.0002921696],"domain_scores_gemma":[0.9994259,0.00002754205,0.00008502168,0.0001214489,0.0002447931,0.00009532528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004351675,0.0001277403,0.0001069989,0.00003765329,0.00005969665,0.000004749459,0.0005711588,0.000007311839,0.0997368,0.002735424,0.3724869,0.5240821],"study_design_scores_gemma":[0.0001303207,0.000122238,0.008366379,0.00001267718,0.00001066703,0.000007034135,0.000291568,0.0001124658,0.000545428,0.0001167933,0.9901325,0.000151952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8458691,0.0001270354,0.00063049,0.005893162,0.0002182272,0.0005030508,0.0001441576,0.001383572,0.1452312],"genre_scores_gemma":[0.9953065,0.000129078,0.00005167039,0.0005753888,0.0003495669,6.965825e-8,0.001193499,0.00006805505,0.002326159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6176456,"threshold_uncertainty_score":0.9993765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323034338559714,"score_gpt":0.2124294322321318,"score_spread":0.1801259983761604,"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."}}