{"id":"W2932724732","doi":"10.1016/j.molp.2019.03.008","title":"The Citrus Huanglongbing Crisis and Potential Solutions","year":2019,"lang":"en","type":"article","venue":"Molecular Plant","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":178,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Food and Agriculture; Manitoba Arts Council; Citrus Research and Development Foundation; U.S. Department of Agriculture","keywords":"Biology; Agroforestry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008888916,0.00006070215,0.00006044722,0.000003028727,0.0002501706,0.00007189595,0.00008944536,0.00003318904,0.00005564854],"category_scores_gemma":[0.000004756639,0.00001906011,0.00004340557,0.00005311709,0.00001849301,0.0000253016,0.00006334358,0.00005504342,0.00003734191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004681715,"about_ca_system_score_gemma":0.000002184624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001975963,"about_ca_topic_score_gemma":0.00004605195,"domain_scores_codex":[0.9994838,0.00002291902,0.00006914862,0.0001350292,0.0000952542,0.0001938176],"domain_scores_gemma":[0.9998503,0.00002988066,0.00002216484,0.00004092913,0.0000123126,0.00004436099],"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":[0.00001435766,0.00001773134,0.004461408,0.000002565289,0.00001822187,0.00006842511,0.00003451261,0.00001151724,0.983649,0.00332249,0.001472044,0.006927735],"study_design_scores_gemma":[0.001165305,0.000908848,0.5115474,0.00008452994,0.0001584579,0.00163695,0.00263831,0.005308745,0.1677027,0.01324295,0.2939144,0.001691322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971167,0.0003828435,0.00001146519,0.001138947,0.0001125869,0.00007970844,0.00004844349,0.00001832009,0.001090946],"genre_scores_gemma":[0.9995372,0.00004826116,0.00002484953,0.0002222483,0.00004060373,0.00000416905,0.00002467563,4.378808e-7,0.00009750741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8159463,"threshold_uncertainty_score":0.1924135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007826797253847221,"score_gpt":0.1701640376308405,"score_spread":0.1623372403769933,"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."}}