{"id":"W4231750039","doi":"10.20944/preprints202009.0646.v1","title":"A Diverse Virome of Leafroll-Infected Grapevine Unveil by dsRNA Sequencing","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Human virome; Cultivar; Plant virus; Viroid; Virus; Virology; Botany; Genetics; Metagenomics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005297955,0.0004365679,0.0007899355,0.00004048469,0.000200609,0.00002953631,0.001150345,0.0003113311,0.001535829],"category_scores_gemma":[0.000846738,0.0001999497,0.0003425337,0.0004516156,0.0002501923,0.0001037167,0.004808593,0.0009927736,0.0006518432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608316,"about_ca_system_score_gemma":0.00006499626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785978,"about_ca_topic_score_gemma":0.0003297643,"domain_scores_codex":[0.9967852,0.0002875529,0.0005684993,0.001087873,0.0007158172,0.000555019],"domain_scores_gemma":[0.9984946,0.0003418237,0.0004119177,0.000283266,0.0002044565,0.0002639394],"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":[0.00007870643,0.00009253546,0.09518768,0.0001149079,0.0002083186,0.00002717112,0.0002392318,0.00001997677,0.9017875,0.00001173499,0.0009695321,0.001262753],"study_design_scores_gemma":[0.0003748019,0.00015076,0.7355041,0.0002853165,0.00009971951,0.000006537003,0.0005061284,0.0001456036,0.249742,0.001120394,0.01129764,0.0007670359],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934223,0.0003081641,0.000002038819,0.001245506,0.0001598621,0.000655575,0.00202078,0.0002280012,0.001957776],"genre_scores_gemma":[0.9973623,0.001252674,0.00002230384,0.0001303846,0.0001706021,0.00007868464,0.0004583095,0.000003693597,0.0005210774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520455,"threshold_uncertainty_score":0.9993769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2140796631568034,"score_gpt":0.3321169298819935,"score_spread":0.1180372667251901,"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."}}