{"id":"W4383596904","doi":"10.1016/j.xpro.2023.102412","title":"Protocol for diagnosing Erwinia amylovora infection using a fluorescent probe","year":2023,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science ICT and Future Planning; National Research Foundation of Korea; Ministry of Education; National Research Foundation; CHEO Research Institute","keywords":"Fire blight; Erwinia; Protocol (science); Blight; Biology; Computer science; Horticulture; Bacteria; Genetics; Medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.000411918,0.0001912054,0.0002185797,0.00002402638,0.0004120167,0.0001157404,0.0001452262,0.0000916139,0.00007238071],"category_scores_gemma":[0.0001422858,0.00007755135,0.00011238,0.0004787722,0.00004208464,0.0001648446,0.0001283943,0.0000861938,0.00004710422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006629392,"about_ca_system_score_gemma":0.00002330891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008764653,"about_ca_topic_score_gemma":0.0001804161,"domain_scores_codex":[0.9986135,0.00008377906,0.0002880603,0.0003642171,0.0001928707,0.0004575452],"domain_scores_gemma":[0.9994608,0.0001566122,0.0001471256,0.00006824489,0.00009666954,0.00007053469],"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":[0.0002529198,0.0001519365,0.01779671,0.000243171,0.00002315792,0.000006922937,0.00009871747,0.000009151629,0.9574151,0.00007167061,0.002434944,0.02149558],"study_design_scores_gemma":[0.00195035,0.0015244,0.344478,0.0009719041,0.00002279686,0.00001664384,0.00007627577,0.001523713,0.06480843,0.00163196,0.582226,0.0007695651],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1898233,3.454753e-7,0.00002092647,0.0002051227,0.00004367874,0.8094212,0.0001430101,0.0003014327,0.0000409592],"genre_scores_gemma":[0.003580621,3.554253e-7,0.0009227832,0.0000464167,0.0003782366,0.9949728,0.00004789658,0.000002961578,0.00004797167],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8926067,"threshold_uncertainty_score":0.3168941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630559242530996,"score_gpt":0.3713129135246164,"score_spread":0.2082569892715168,"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."}}