{"id":"W6912448612","doi":"10.5281/zenodo.4598703","title":"Psylloidea Latreille 1807","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nomen dubium; Nomen nudum; Nomenclature; Type (biology); Geneticist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642291,0.001089562,0.0005934652,0.00238765,0.002457909,0.0007407389,0.0009142495,0.0008015155,0.05228657],"category_scores_gemma":[0.0003572581,0.0002323312,0.0001997665,0.0008468953,0.0005643269,0.002271932,0.001213766,0.001162528,0.01810648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009602651,"about_ca_system_score_gemma":0.0005078098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898521,"about_ca_topic_score_gemma":0.03538049,"domain_scores_codex":[0.9997768,0.00002275513,0.00001679568,0.00007647859,0.00008031875,0.00002689705],"domain_scores_gemma":[0.9998736,0.00002307184,0.00002623897,0.00001131344,0.00005020669,0.0000155433],"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":[0.0003529334,0.0001655485,0.009796533,0.0008666732,0.00004309942,0.001977063,0.002023006,0.0008641123,0.03849109,0.01155963,0.07171664,0.8621436],"study_design_scores_gemma":[0.00007615466,0.0002515482,0.05117851,0.0004830275,0.0000517609,0.00320183,0.001134753,0.0006014087,0.002252992,0.002575337,0.9381382,0.00005428827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09890314,0.01161526,0.006634725,0.00143318,0.0008508479,0.000519104,0.006022903,0.002144135,0.8718768],"genre_scores_gemma":[0.7142619,0.004641713,0.005544832,0.002683209,0.0003447016,0.000412032,0.007723449,0.0002344074,0.2641538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05228657,"threshold_uncertainty_score":0.174916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566353563706454,"score_gpt":0.2255201174622762,"score_spread":0.1998565818252117,"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."}}