{"id":"W4392888377","doi":"10.1002/edn3.529","title":"Oomycete communities are influenced by land use and disease status in Christmas tree production in Southern Québec, Canada","year":2024,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Food Inspection Agency; Agriculture and Agri-Food Canada","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Oomycete; Phytophthora; Species richness; Biodiversity; Phytophthora cinnamomi; Threatened species; Context (archaeology); Geography; Ecology; Biology; Habitat; Botany","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":[0.00003621719,0.00007985396,0.00007279179,0.000007144592,0.00005910989,0.00003716958,0.00004665388,0.00002118505,0.00004310049],"category_scores_gemma":[0.000007876464,0.0000350205,0.00001135736,0.00005172125,0.00005665022,0.00009220812,0.00002909886,0.00007979531,0.000003310497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042364,"about_ca_system_score_gemma":0.00001395596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6307629,"about_ca_topic_score_gemma":0.9834111,"domain_scores_codex":[0.9994904,0.0000430516,0.00009002078,0.0001385249,0.00009344004,0.0001445782],"domain_scores_gemma":[0.9998271,0.00004458666,0.00001797152,0.00003246947,6.403491e-7,0.00007726206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002631144,0.00002886446,0.8897586,0.000009838202,0.000002677965,0.00004742338,0.0001909887,0.00001427898,0.1059113,4.664231e-7,0.0005389863,0.003470313],"study_design_scores_gemma":[0.00005484311,0.00001160647,0.9754136,0.00005322553,0.000002686781,0.000001682433,0.001806996,0.00004026055,0.0001801893,0.000007162132,0.02233241,0.00009539493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942867,0.003678366,1.55036e-8,0.0006655377,0.00003389867,0.00009093979,0.001222169,0.000009593054,0.00001281687],"genre_scores_gemma":[0.998637,0.0005173137,0.000001875515,0.00008102856,0.0000188802,0.000009744208,0.0001650183,8.84735e-7,0.0005682506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526482,"threshold_uncertainty_score":0.3716959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007295566227947975,"score_gpt":0.1559182192216505,"score_spread":0.1486226529937025,"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."}}