{"id":"W4407189659","doi":"10.1080/07060661.2024.2448690","title":"Current understanding and future perspectives on pathogen biology and management of potato and tomato late blight ( <i>Phytophthora infestans</i> ) in Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Dalhousie University","funders":"","keywords":"Phytophthora infestans; Blight; Biology; Pathogen; Horticulture; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001860829,0.0001086536,0.0002529316,0.00009006447,0.00008646194,0.00001447683,0.00008484384,0.00006302664,0.000006650694],"category_scores_gemma":[0.00000764114,0.00005168244,0.00001906416,0.0001597983,0.00009484006,0.00003129573,0.00001860343,0.0001412337,4.976879e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293475,"about_ca_system_score_gemma":0.0001603286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02133907,"about_ca_topic_score_gemma":0.865973,"domain_scores_codex":[0.9992415,0.00008652142,0.0002336717,0.0001715989,0.00005041371,0.0002163318],"domain_scores_gemma":[0.9995811,0.00008355991,0.0001178037,0.00002941715,0.00002645359,0.0001616765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003958486,0.00007897378,0.6939389,0.0004238971,0.0001825021,0.01164013,0.001220642,0.00001646344,0.1279857,0.109777,0.001603295,0.05273661],"study_design_scores_gemma":[0.0004173418,0.0002033824,0.9711753,0.0003915958,0.00003309914,0.0005924098,0.0076878,0.00001346785,0.0001163912,0.001609077,0.01758299,0.0001771574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982444,0.01501217,0.000003551362,0.00115444,0.0002126909,0.00008559915,0.0008556644,0.000001291252,0.0002305667],"genre_scores_gemma":[0.9919314,0.007882457,0.00003799653,0.00008800053,0.00003770177,0.000001162772,0.00001280197,6.693104e-7,0.000007752047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8446339,"threshold_uncertainty_score":0.9851779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176762855102368,"score_gpt":0.2046117139335492,"score_spread":0.1928440853825255,"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."}}