{"id":"W4367853603","doi":"10.24072/pci.evolbiol.100628","title":"Plant resistance to pathogens: just you wait?","year":2023,"lang":"en","type":"article","venue":"Peer Community in Evolutionary Biology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Dilemma; Resistance (ecology); Art; Philosophy; Biology; Ecology","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":[0.004510208,0.0009143153,0.001409605,0.001080469,0.00187502,0.004873132,0.001672199,0.008442509,0.1470216],"category_scores_gemma":[0.01809558,0.0003792005,0.0006015426,0.0009347929,0.002676679,0.009554399,0.002663592,0.009954458,0.1221801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009181506,"about_ca_system_score_gemma":0.003905807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560768,"about_ca_topic_score_gemma":0.009465462,"domain_scores_codex":[0.9977939,0.0004272116,0.0001616219,0.0002713376,0.001137179,0.0002087198],"domain_scores_gemma":[0.9805165,0.002730995,0.0008080116,0.001349955,0.008677765,0.005916764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001471337,0.00001873998,0.0001001182,0.0001170658,0.000003449469,0.00004424053,0.00004164837,0.00001090557,0.0002466767,0.001298126,0.9608071,0.03729718],"study_design_scores_gemma":[0.000004427687,0.00001894419,0.0001803433,0.0001749945,0.000003080548,0.00007828126,0.0001557278,0.000009843388,0.00005847155,0.001519705,0.997788,0.000008169294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004044194,0.04447372,0.001149847,0.7675818,0.1347423,0.00006672312,0.0003487229,0.0006250112,0.05060754],"genre_scores_gemma":[0.004538911,0.05765551,0.003042486,0.288384,0.07608713,0.0000971139,0.0004487839,0.0007229116,0.5690231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1470216,"threshold_uncertainty_score":0.4918361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07168119303547929,"score_gpt":0.274762730332234,"score_spread":0.2030815372967547,"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."}}