{"id":"W2142464123","doi":"","title":"DNA MICROARRAYS ON AGAROSE-COATED GLASS SLIDES FOR PLANT PATHOGEN IDENTIFICATION","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Agarose; Oligonucleotide; DNA microarray; Substrate (aquarium); Botrytis cinerea; DNA; Materials science; Chemistry; Chromatography; Biology; Gene; Biochemistry; Gene expression; Botany","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008932296,0.0003867905,0.0002847179,0.000277515,0.0002321043,0.0000540449,0.0004195543,0.0005599985,0.00002621697],"category_scores_gemma":[0.00005936274,0.0004399749,0.0003160861,0.0001762581,0.00003454279,0.00001217658,0.00003383204,0.0001440119,0.00004801132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006885521,"about_ca_system_score_gemma":0.0001590562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001312727,"about_ca_topic_score_gemma":0.01101672,"domain_scores_codex":[0.99841,0.00006390432,0.0002499945,0.0007486234,0.0001806458,0.0003467959],"domain_scores_gemma":[0.9989255,0.00002911887,0.0002697326,0.0004337697,0.0001835167,0.0001583629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002325781,0.0002871428,0.006598064,0.000180055,0.0002675346,0.0000741921,0.00001340421,0.00003901977,0.9274135,0.0002776877,0.06109176,0.001431837],"study_design_scores_gemma":[0.0009795418,0.0002448933,0.003001433,0.0001108235,0.0003125315,3.236863e-8,0.002598949,0.00002856759,0.4211091,0.00001369198,0.5709425,0.0006579066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779544,0.0004617917,0.0001001168,0.0000253475,0.0006043683,0.000673095,0.01591588,0.00005482998,0.004210211],"genre_scores_gemma":[0.7423537,0.001313729,0.0001429418,0.000203291,0.0007609183,0.00002142152,0.1932538,0.000118215,0.06183193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5098507,"threshold_uncertainty_score":0.9998052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972093952709031,"score_gpt":0.2125593977751484,"score_spread":0.2025873038224394,"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."}}