{"id":"W7093335716","doi":"10.5281/zenodo.17414813","title":"First series of EUPHRESCO III factsheets for policy makers","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"European Commission","keywords":"Comparability; Transparency (behavior); Consistency (knowledge bases); Latin Americans; Identification (biology)","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":[0.0115677,0.002300674,0.00173196,0.003192645,0.001553008,0.01100607,0.00405652,0.01658516,0.07864609],"category_scores_gemma":[0.02809918,0.001572926,0.001794575,0.004671273,0.001391203,0.006314179,0.003255882,0.01235965,0.0503055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006054075,"about_ca_system_score_gemma":0.01552052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0238167,"about_ca_topic_score_gemma":0.01957558,"domain_scores_codex":[0.9920326,0.00140705,0.0008693832,0.0006434866,0.00436047,0.0006870458],"domain_scores_gemma":[0.9808908,0.007677835,0.002250265,0.002117123,0.005989274,0.001074867],"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":[0.00008341585,0.00005982101,0.0001293064,0.0006136543,0.00001137089,0.0001225505,0.00006194407,0.0005979475,0.0003863197,0.01491893,0.9622318,0.02078302],"study_design_scores_gemma":[0.00002231718,0.00002353504,0.000580483,0.0004691077,0.000005543943,0.00003139926,0.00003419737,0.00008773097,0.0002072499,0.002554559,0.9959623,0.00002159129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002313179,0.02041157,0.01422548,0.1019035,0.07531406,0.003882807,0.1319301,0.004487596,0.6455317],"genre_scores_gemma":[0.01195629,0.02090816,0.03293951,0.0889153,0.01275299,0.01030057,0.08923699,0.003172435,0.7298179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07864609,"threshold_uncertainty_score":0.2630974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729331073213489,"score_gpt":0.2329852780676794,"score_spread":0.2056919673355445,"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."}}