{"id":"W3004488256","doi":"10.1007/978-3-030-29650-6_2","title":"Epidemiology of Non-culturable Phloem-Limited Pathogens of Citrus; Case Study Phytoplasma","year":2019,"lang":"en","type":"book-chapter","venue":"Sustainability in plant and crop protection","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Citrus tristeza virus; Biology; Diaphorina citri; Geography; Botany; Plant virus; Virology; Virus; Hemiptera","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":[0.0009397538,0.0003422726,0.0009594595,0.0000714728,0.0001200824,0.000006596901,0.0001269449,0.0004806276,0.00007838826],"category_scores_gemma":[0.0001746662,0.0001603002,0.0001773257,0.0001251714,0.0001721373,0.00009094555,0.0001113599,0.0004361149,0.00000202098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238408,"about_ca_system_score_gemma":0.00005561812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008074812,"about_ca_topic_score_gemma":0.00422236,"domain_scores_codex":[0.9979206,0.0001599188,0.0008198948,0.0006098225,0.0001561429,0.0003336095],"domain_scores_gemma":[0.9985743,0.0002994801,0.0005526521,0.0001650515,0.0003367612,0.0000718115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001408341,0.001209573,0.9255999,0.002440526,0.0002105341,0.001154381,0.002050858,0.000100779,0.01252191,0.002124421,0.00008914737,0.05108965],"study_design_scores_gemma":[0.006355665,0.02438231,0.8087254,0.001732329,0.0008984851,0.006867935,0.04905756,0.002541015,0.006726853,0.06646242,0.02146008,0.004789963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942325,0.0001910307,0.000003114419,0.0001115702,0.0001127226,0.002529506,0.0004233585,0.00002044919,0.002375721],"genre_scores_gemma":[0.9944397,0.00007224602,0.00001687028,0.000009403913,0.00007774335,0.00006278628,0.00007844314,0.000003214769,0.005239543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168745,"threshold_uncertainty_score":0.6536853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113660074931399,"score_gpt":0.2481142031469593,"score_spread":0.2169776023976453,"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."}}