{"id":"W2369784870","doi":"","title":"Research and Application of Viral Metagenomics","year":2015,"lang":"en","type":"article","venue":"Heilongjiang nongye kexue","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Metagenomics; Biology; Computational biology; Scope (computer science); Virus; Virology; Computer science; Genetics; Gene","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":[0.003896544,0.0006854408,0.001003633,0.004447945,0.0007761251,0.002600615,0.0008276453,0.0009591139,0.0008406334],"category_scores_gemma":[0.002389636,0.0003372641,0.001142713,0.003908828,0.0009340469,0.002772617,0.001481746,0.00135608,0.0002198402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927406,"about_ca_system_score_gemma":0.002999123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596948,"about_ca_topic_score_gemma":0.002114,"domain_scores_codex":[0.9981599,0.0006428212,0.0001180212,0.0004515067,0.0005046057,0.0001230016],"domain_scores_gemma":[0.9989758,0.0003805466,0.0001297757,0.0001117761,0.0003184757,0.00008369486],"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":[0.0002718123,0.0001925087,0.04317365,0.009539945,0.0008720194,0.001470745,0.002139895,0.006341259,0.1585554,0.09762168,0.004721985,0.6750991],"study_design_scores_gemma":[0.00006683721,0.0007405069,0.05570845,0.004063497,0.001507054,0.003757826,0.004790477,0.02851242,0.138496,0.1413125,0.6207159,0.0003285446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1122314,0.6273418,0.2142952,0.01011177,0.001415099,0.0004686136,0.001919216,0.0003729279,0.0318441],"genre_scores_gemma":[0.4283538,0.4164973,0.1464279,0.001911275,0.0005801225,0.0003367152,0.001779091,0.00009150351,0.004022307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004447945,"threshold_uncertainty_score":0.02060717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362437747424707,"score_gpt":0.3452551348851868,"score_spread":0.209011360142716,"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."}}