{"id":"W4407262677","doi":"10.1111/eva.70078","title":"Genetic Architecture Underlying Response to the Fungal Pathogen <i>Dothistroma septosporum</i> in Lodgepole Pine, Jack Pine, and Their Hybrids","year":2025,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Natural Resources Canada; University of British Columbia; Canadian Forest Service; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Alberta; Génome Québec; Alberta Innovates; Genome British Columbia; Genome Canada","keywords":"Biology; Hybrid; Jack pine; Fungal pathogen; Tree breeding; Pinus contorta; Botany; Woody plant; Genetic architecture; Mountain pine beetle; Ecology; Pathogen; Pinus <genus>; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000152629,0.0001707424,0.0001174049,0.00008885588,0.0002707142,0.00002317301,0.0002460157,0.000081028,0.000008256096],"category_scores_gemma":[0.00005547949,0.0001381078,0.000067323,0.0003275073,0.00009339819,0.000003785486,0.0001632713,0.0001167002,0.00001335863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003056026,"about_ca_system_score_gemma":0.0001788027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001463146,"about_ca_topic_score_gemma":0.00006692184,"domain_scores_codex":[0.9989287,0.0001202357,0.0002083445,0.0004203965,0.00007832663,0.0002440379],"domain_scores_gemma":[0.9992902,0.00006214497,0.00004043632,0.0004660804,0.00004735284,0.00009380768],"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":[0.0003260925,0.0001255164,0.01361416,0.00002214688,0.00003658464,0.000004765644,0.00004574376,0.001453437,0.9705641,0.0007650821,0.007602006,0.005440418],"study_design_scores_gemma":[0.0002863059,0.00008263166,0.7111099,0.00002264235,0.00001816743,0.00006265979,0.000108361,0.0002949543,0.001067822,0.0007080334,0.286043,0.0001955717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124369,0.01012052,0.06642345,0.005079588,0.0000729817,0.001286209,0.003042213,0.00004401617,0.001494109],"genre_scores_gemma":[0.9951309,0.0001683457,0.001656643,0.001100202,0.00009822632,0.0005453534,0.0003064975,0.0000148785,0.0009789696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9694963,"threshold_uncertainty_score":0.5631874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006455815201331992,"score_gpt":0.2318439912656181,"score_spread":0.2253881760642861,"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."}}