{"id":"W3004815249","doi":"10.1094/php-09-19-0063-fi","title":"A Rapid, Simple, Laboratory and Field-Adaptable DNA Extraction and Diagnostic Method Suitable for Insect-Transmitted Plant Pathogen and Insect Identification","year":2020,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Western Grains Research Foundation","keywords":"Biology; DNA extraction; Loop-mediated isothermal amplification; Insect; DNA; Polymerase chain reaction; DNA barcoding; Mitochondrial DNA; Botany; Genetics; Zoology; 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":[0.0005171422,0.0001453824,0.0002523565,0.00001455712,0.00036299,0.0001026152,0.00006222562,0.000106413,0.0000147067],"category_scores_gemma":[0.0001380366,0.00007439445,0.00002148148,0.0001436996,0.00002828261,0.0001705971,0.00003005353,0.0001295594,8.757859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001161646,"about_ca_system_score_gemma":0.00002579374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008312166,"about_ca_topic_score_gemma":0.0004712846,"domain_scores_codex":[0.9987569,0.0001393087,0.0002776155,0.0003934359,0.0001114701,0.0003212903],"domain_scores_gemma":[0.9984488,0.001071978,0.0001456467,0.00003858349,0.00004433278,0.000250593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007069868,0.0002219264,0.1884927,0.001545286,0.00006360043,0.00003541601,0.002855276,0.000001361478,0.2779428,0.0006682375,0.004638511,0.5228279],"study_design_scores_gemma":[0.001858462,0.003665933,0.6957141,0.0002689933,0.0001129992,0.0001762874,0.001223308,0.00795679,0.03068441,0.0009086123,0.2564884,0.000941732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864189,0.005912078,0.0001975106,0.004137253,0.00006623167,0.0008806465,0.002319464,0.0000608226,0.000007092091],"genre_scores_gemma":[0.9942353,0.002619279,0.001036014,0.001249525,0.000182036,0.0001585928,0.0005114995,0.000002606925,0.000005157081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218862,"threshold_uncertainty_score":0.3033718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509471387157907,"score_gpt":0.2839247936330483,"score_spread":0.2329776549172576,"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."}}