{"id":"W4399369830","doi":"10.1016/j.cropro.2024.106789","title":"Using a GFP-labeled Stagonospora nodorum strain as a DNA extraction efficiency standard in plant disease diagnosis","year":2024,"lang":"en","type":"article","venue":"Crop Protection","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development; Alberta Health","funders":"","keywords":"Biology; Strain (injury); DNA; Green fluorescent protein; DNA extraction; Botany; Biotechnology; Genetics; Gene; Polymerase chain reaction; Anatomy","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":[0.002126022,0.001468804,0.0007758518,0.001823384,0.0007904266,0.0007350462,0.0008879305,0.001411925,0.001955616],"category_scores_gemma":[0.001497533,0.001068546,0.000644102,0.001798806,0.00101982,0.0008184306,0.0007906228,0.00193194,0.002485537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006780577,"about_ca_system_score_gemma":0.0006370701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672026,"about_ca_topic_score_gemma":0.004916411,"domain_scores_codex":[0.9968987,0.001074855,0.0002042175,0.0009571681,0.0006401515,0.0002249791],"domain_scores_gemma":[0.9980608,0.0008242532,0.0003421957,0.0003042689,0.0003291061,0.0001394334],"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":[0.0000150574,0.00001905562,0.0002360978,0.0000316289,0.000003801657,0.000009417459,0.00001555622,0.00003271143,0.998133,0.00009211775,0.00002493376,0.001386551],"study_design_scores_gemma":[0.000009521477,0.0001461818,0.003459022,0.00002431976,0.00005489352,0.0002050367,0.00003114912,0.001552994,0.9917257,0.0001695554,0.002609039,0.00001260087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.281659,0.002093487,0.7038053,0.0003492353,0.0002339103,0.0008487531,0.002236344,0.002238485,0.006535448],"genre_scores_gemma":[0.2943967,0.003077286,0.6838902,0.0004589398,0.00007533445,0.001323186,0.006931421,0.0006890672,0.009157826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002126022,"threshold_uncertainty_score":0.01124364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363028303306215,"score_gpt":0.2819015604883623,"score_spread":0.2582712774553002,"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."}}