{"id":"W1992798175","doi":"10.1016/j.jviromet.2011.07.009","title":"Amplification-free detection of grapevine viruses using an oligonucleotide microarray","year":2011,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biology; Complementary DNA; Oligonucleotide; Molecular biology; RNA; Virology; Plant virus; Virus; Gene; Genetics","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":[0.0004120898,0.0006479581,0.0005352517,0.0002772231,0.0002683444,0.000443434,0.0005376309,0.0007318768,0.001266963],"category_scores_gemma":[0.0003601117,0.0005016314,0.0004582917,0.0002388068,0.0001968313,0.0003986301,0.0003103343,0.0006632794,0.0008942496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005457912,"about_ca_system_score_gemma":0.0003068732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004312548,"about_ca_topic_score_gemma":0.001562209,"domain_scores_codex":[0.9993991,0.00009867105,0.00003245483,0.0002443772,0.0001514923,0.00007397185],"domain_scores_gemma":[0.9998496,0.00005563938,0.00002198953,0.0000215007,0.00003131002,0.00001994198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002567723,0.000008675512,0.00005304628,0.00002106484,0.000003402979,0.000007516935,0.000008306051,0.00004565777,0.9987165,0.00005422247,0.00005553129,0.001000382],"study_design_scores_gemma":[0.00001095492,0.0001890279,0.001856935,0.000005938439,0.00002276491,0.00008888468,0.00001622413,0.002988797,0.992063,0.00009867975,0.002647885,0.0000108276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8035404,0.002390518,0.1796571,0.0008677035,0.0004036963,0.0002880438,0.001604794,0.0015812,0.009666588],"genre_scores_gemma":[0.771106,0.001802165,0.203241,0.0006810825,0.0001253809,0.0006070866,0.003680737,0.0001251497,0.01863137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001266963,"threshold_uncertainty_score":0.004238367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2786774354504449,"score_gpt":0.3934282168770539,"score_spread":0.1147507814266089,"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."}}