{"id":"W7093335374","doi":"10.5281/zenodo.17415809","title":"Report of the EUPHRESCO III stakeholders' consultations to develop a strategic research agenda","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"European Commission","keywords":"Work (physics); Latin Americans; Strategic planning; Key (lock); Stakeholder; Asia pacific","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04188114,0.001101944,0.0006796382,0.002469086,0.00607741,0.008082842,0.001673602,0.006757822,0.01302405],"category_scores_gemma":[0.02211017,0.000664088,0.0009590234,0.003302451,0.001362241,0.002831738,0.008744751,0.00556945,0.002687198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01718925,"about_ca_system_score_gemma":0.067271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641253,"about_ca_topic_score_gemma":0.03071413,"domain_scores_codex":[0.979512,0.01102646,0.0008947697,0.0009353928,0.004425072,0.003206289],"domain_scores_gemma":[0.9802253,0.006687318,0.001485654,0.0007314323,0.005622344,0.00524802],"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":[0.002061822,0.001009642,0.01394405,0.008345234,0.0001620171,0.0146606,0.1093574,0.007007184,0.0356238,0.1471329,0.5273604,0.1333349],"study_design_scores_gemma":[0.00006690929,0.0001236834,0.01033586,0.001639123,0.00001977559,0.0002785817,0.02284603,0.0005348286,0.002205469,0.005215589,0.9566755,0.00005869338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1919335,0.02755245,0.03891042,0.2490561,0.01509335,0.02092575,0.02712188,0.0006465765,0.42876],"genre_scores_gemma":[0.5237811,0.01582707,0.1047263,0.06720886,0.002166214,0.03087111,0.02375846,0.0009825554,0.2306783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04188114,"threshold_uncertainty_score":0.2214913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310305835393784,"score_gpt":0.2811942495859704,"score_spread":0.150163666046592,"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."}}