{"id":"W4383058790","doi":"10.15252/embr.202357596","title":"The mystery of an unprecedented plant disease in Africa","year":2023,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Disease; Biology; Evolutionary biology; Geography; Medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005253135,0.00005751246,0.00009707502,0.00001322159,0.000127293,0.00002409991,0.0001186082,0.00001834899,0.00002028849],"category_scores_gemma":[0.0002777249,0.00001611459,0.00003423072,0.0003828079,0.00005366416,0.00005381856,0.0001000471,0.00005472412,0.00001101693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001049518,"about_ca_system_score_gemma":0.000009638457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002428566,"about_ca_topic_score_gemma":0.001556177,"domain_scores_codex":[0.9990411,0.00007377486,0.0002075439,0.0001607383,0.000273033,0.0002437498],"domain_scores_gemma":[0.9994757,0.0002767851,0.00007146167,0.00007026018,0.00002493195,0.00008093159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005339973,0.0005105418,0.3221782,0.00007047007,0.0001008305,0.01224907,0.00139041,0.0001811058,0.5396119,0.000184117,0.07604098,0.04694834],"study_design_scores_gemma":[0.00003148685,0.00005771421,0.9564227,0.00003138871,0.000002752593,0.00001277051,0.0003486351,0.0002076853,0.001305769,0.0007800929,0.04072228,0.00007671933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998071,0.0001534048,1.797402e-8,0.0006638667,0.00007141032,0.0001335068,0.00009509439,0.0000450978,0.0007665658],"genre_scores_gemma":[0.9988717,0.0001502703,9.856016e-7,0.000009769185,0.00003922194,0.00002548302,0.00009451804,3.733852e-7,0.0008076998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6342444,"threshold_uncertainty_score":0.09790477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258396142656577,"score_gpt":0.2714997180499636,"score_spread":0.2189157566233978,"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."}}