{"id":"W6968817658","doi":"10.5281/zenodo.3819420","title":"The biology and epidemiology of 'Candidatus Liberibacter solanacearum' and potato phytoplasmas and their contribution to risk management in potato and other crops (PhyLib II)","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Metagenomics; Epidemiology; Disease management; DNA sequencing; Genetic diversity; Cropping; Crop; Mediterranean climate; Genomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579909,0.00009488026,0.0001623725,0.00002017426,0.0009663304,0.00005906163,0.0001414077,0.00004495962,0.0001099658],"category_scores_gemma":[0.0002258424,0.00004232373,0.00001428578,0.0001610408,0.0001757351,0.00004978634,0.0008447368,0.0001060957,0.00001373826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009250816,"about_ca_system_score_gemma":4.194451e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002039597,"about_ca_topic_score_gemma":0.00001571179,"domain_scores_codex":[0.999,0.0002762829,0.0001739368,0.000284171,0.00004021424,0.0002253766],"domain_scores_gemma":[0.9995797,0.0001078465,0.00007020937,0.0000522782,0.00005289684,0.0001371046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009527478,0.000135444,0.1720306,0.00009423165,0.0001826771,0.00001069479,0.0059942,0.000005950945,0.08274941,0.03054769,0.005519424,0.7017769],"study_design_scores_gemma":[0.0003583355,0.0005542099,0.209482,0.00001335369,0.000008013879,0.00002339336,0.0003380144,0.0002393759,0.0004215962,0.0008907865,0.7875624,0.0001085062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950126,0.0005062096,0.00003929026,0.003052517,0.00001250109,0.0002681563,0.000284311,0.00003601021,0.0007884347],"genre_scores_gemma":[0.9982966,0.001061818,0.00006561635,0.0004300486,0.0000368516,1.264474e-7,0.00006646684,0.00001760388,0.0000248709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.782043,"threshold_uncertainty_score":0.743233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812953766906424,"score_gpt":0.23672319070384,"score_spread":0.2085936530347758,"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."}}