{"id":"W4200593950","doi":"10.3390/biology10121295","title":"Four In Silico Designed and Validated qPCR Assays to Detect and Discriminate Tilletia indica and T. walkeri, Individually or as a Complex","year":2021,"lang":"en","type":"article","venue":"Biology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Biology; In silico; Context (archaeology); Pathogen; Biotechnology; Microbiology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064003,0.0001349357,0.0002416552,0.00002479992,0.0001063159,0.00004518373,0.00008204923,0.0001731346,0.0002092795],"category_scores_gemma":[0.00009209898,0.0000544249,0.00001745832,0.0001780998,0.0001221002,0.00001692795,0.0002025384,0.00008117979,0.000006478047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004328464,"about_ca_system_score_gemma":0.00001349874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685088,"about_ca_topic_score_gemma":0.002163998,"domain_scores_codex":[0.998919,0.0002220853,0.0001651182,0.0003800164,0.000042237,0.0002715126],"domain_scores_gemma":[0.9995765,0.0001933772,0.00003427432,0.0000421866,0.00002670016,0.0001269575],"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":[0.00006633472,0.00001803432,0.02069301,0.000006345807,0.000009207678,0.00006919255,0.0001821204,1.037673e-7,0.846686,0.0001293738,0.000118261,0.132022],"study_design_scores_gemma":[0.0005439214,0.001935168,0.9622477,0.00001805827,0.00002128583,0.0002717754,0.0002595403,0.00001563111,0.0154219,0.002785124,0.0161805,0.0002993434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967518,0.0005631945,0.000007976576,0.002160096,0.00004286752,0.000152457,0.00004903237,0.00001447098,0.0002581201],"genre_scores_gemma":[0.9974955,0.0003667438,0.00100092,0.0009017673,0.00004051481,0.00001322322,0.00005472242,0.000001233514,0.0001253169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415547,"threshold_uncertainty_score":0.2291464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05643980378370515,"score_gpt":0.2691148981191835,"score_spread":0.2126750943354783,"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."}}