{"id":"W4408568577","doi":"10.1201/9781003399704-6","title":"Oligonucleotide Array Approaches for the Detection of Plant Pathogenic Fungi","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Oligonucleotide; Biology; Computational biology; Genetics; Gene","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":[0.0002692023,0.0009305571,0.0006969596,0.001107618,0.0003257056,0.001096969,0.0008357012,0.0008459142,0.01478939],"category_scores_gemma":[0.0001908808,0.0004705974,0.0004094431,0.001473415,0.0003254451,0.0009934466,0.0006436973,0.001796821,0.01889564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512119,"about_ca_system_score_gemma":0.0002463418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002482668,"about_ca_topic_score_gemma":0.000578716,"domain_scores_codex":[0.9996538,0.00003124186,0.00001074059,0.00008783874,0.0001985614,0.00001788539],"domain_scores_gemma":[0.9999317,0.00002584212,0.000006363293,0.000005095938,0.00002283083,0.000008183769],"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":[0.0000785278,0.00009259774,0.0001276035,0.001491032,0.00002132044,0.0002668289,0.000197446,0.0004873822,0.6019524,0.01641354,0.02763255,0.3512388],"study_design_scores_gemma":[0.000006968189,0.0001369974,0.0004698462,0.0002011454,0.00002585747,0.001328238,0.00005938945,0.0009245916,0.09641316,0.006093893,0.8943124,0.00002741058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008351313,0.4743846,0.2817396,0.001588891,0.004473878,0.0004813895,0.001594139,0.003843707,0.2235426],"genre_scores_gemma":[0.02783485,0.2790018,0.2591789,0.00281829,0.0009679582,0.0005643386,0.002428662,0.0005614816,0.4266436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01478939,"threshold_uncertainty_score":0.04947549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207067774949413,"score_gpt":0.2040133789817204,"score_spread":0.1833066014867791,"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."}}