{"id":"W2600832835","doi":"10.1080/07060661.2017.1313782","title":"Classification of imazalil resistance in an international collection of <i>Penicillium digitatum</i> isolates","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penicillium digitatum; Fungicide; EC50; Biology; Multiplex polymerase chain reaction; Horticulture; Veterinary medicine; Genotype; Botany; Polymerase chain reaction; Gene; Medicine; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003984178,0.00007076261,0.0002219091,0.00007488776,0.0000935627,0.00003659215,0.0004832504,0.00009564355,0.0000404054],"category_scores_gemma":[0.0003235215,0.00003620565,0.00005484169,0.00006837012,0.0001139298,0.0003185906,0.000009458652,0.0001274813,0.000001124007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005133488,"about_ca_system_score_gemma":0.0001253497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009142549,"about_ca_topic_score_gemma":0.3304848,"domain_scores_codex":[0.9991462,0.00008428958,0.000413505,0.0001117327,0.00009186837,0.0001524263],"domain_scores_gemma":[0.9987467,0.0001191255,0.0007144519,0.00007509621,0.0002167281,0.0001279068],"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":[0.0001420617,0.00003008641,0.2627566,0.000004327398,0.000007943449,0.0001488188,0.0001100971,0.000004697537,0.7352992,0.0004215784,0.0003687686,0.0007057808],"study_design_scores_gemma":[0.0002768458,0.0002634888,0.9917874,0.00005921024,0.00000862209,0.0001708232,0.000100703,0.00006797792,0.004410006,0.000339566,0.002442473,0.00007284919],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964743,0.0001674223,0.000003369543,0.0007696934,0.0004211192,0.0000662544,0.0008652558,0.000001476809,0.001231164],"genre_scores_gemma":[0.9996254,0.00003405254,0.00009636535,0.00002867915,0.0000952837,0.000001246604,0.00005219438,7.493546e-7,0.00006595808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7308893,"threshold_uncertainty_score":0.6817321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296306950404232,"score_gpt":0.2232651983952464,"score_spread":0.2003021288912041,"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."}}