{"id":"W3016627970","doi":"10.1111/1365-2745.13383","title":"Landscape epidemiology of ash dieback","year":2020,"lang":"en","type":"article","venue":"Journal of Ecology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Ministry of Agriculture - Saskatchewan","keywords":"Microclimate; Fragmentation (computing); Crown (dentistry); Biology; Geography; Colonization; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003929285,0.0001277135,0.0001837359,0.0007670862,0.0001341501,0.0005743004,0.0001943048,0.000230474,0.0008223108],"category_scores_gemma":[0.0006918266,0.00007967985,0.0001868524,0.0003821649,0.0002166076,0.0001923368,0.0002512258,0.0001362297,0.00006534881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517456,"about_ca_system_score_gemma":0.000141026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009252662,"about_ca_topic_score_gemma":0.01340397,"domain_scores_codex":[0.9997627,0.00007479553,0.00001190433,0.00007318026,0.00003626028,0.00004112062],"domain_scores_gemma":[0.9992988,0.0001270552,0.0003567146,0.00003099594,0.00009864026,0.00008786124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008039667,0.00003441149,0.9856262,0.00003348279,0.00007308481,0.0001387979,0.0002111714,0.002926808,0.006203491,0.0001423263,0.0001159293,0.004413968],"study_design_scores_gemma":[0.000001779566,0.00003433988,0.9961691,0.000004229148,0.000006343588,0.00007217266,0.0000981069,0.003361222,0.00008678753,0.00004301615,0.0001194862,0.000003373983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991949,0.0001037636,0.0003400982,0.0000151656,8.135931e-7,0.000003808083,0.000148164,0.000009325388,0.0001839692],"genre_scores_gemma":[0.9996837,0.00002139918,0.0001353232,0.000002304181,7.41648e-7,0.000001430415,0.000109782,6.723915e-7,0.0000446158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009252662,"threshold_uncertainty_score":0.01839763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598472116007812,"score_gpt":0.254733485439866,"score_spread":0.2287487642797879,"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."}}