{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008921606,0.0003245082,0.0003087031,0.0005884526,0.002061275,0.002073106,0.0003315049,0.00195222,0.003440507],"category_scores_gemma":[0.002049063,0.0002219387,0.0001560768,0.0005208488,0.004397632,0.00610596,0.001543377,0.002516969,0.0003423546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141858,"about_ca_system_score_gemma":0.001337307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288287,"about_ca_topic_score_gemma":0.002587222,"domain_scores_codex":[0.9996564,0.00005323274,0.0000150986,0.00007415606,0.00004576646,0.000155271],"domain_scores_gemma":[0.9992775,0.0002404959,0.0001663339,0.00005438492,0.00005744948,0.0002039412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001291236,0.0001823242,0.06472816,0.002173801,0.0001695496,0.02229254,0.03442525,0.001269974,0.1304116,0.3226061,0.04936055,0.3710889],"study_design_scores_gemma":[0.00008671269,0.0004141257,0.08060943,0.001204841,0.00007753332,0.01668647,0.04695684,0.0005025815,0.004641477,0.2185777,0.6301149,0.000127266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7105772,0.08897641,0.003259996,0.1614151,0.002664614,0.00003371527,0.000553389,0.00008701807,0.03243248],"genre_scores_gemma":[0.9699557,0.02067009,0.0008957735,0.005368524,0.001067908,0.000009844951,0.00007662099,0.000014165,0.001941251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003440507,"threshold_uncertainty_score":0.0115096,"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."}}