{"id":"W4317516950","doi":"10.37099/mtu.dc.etdr/1491","title":"DECADAL REEVALUATION OF SUGAR MAPLE DIEBACK ETIOLOGY ACROSS THE UPPER GREAT LAKES REGION","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maple; Geography; Yellow birch; Forestry; Hardwood; Crown (dentistry); Sugar; Physical geography; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003154604,0.0001641466,0.0001125761,0.0008557955,0.0002481667,0.0004393663,0.0002562602,0.0002039957,0.0005224691],"category_scores_gemma":[0.0006057916,0.0000915138,0.0001438761,0.0008883113,0.000189617,0.0003566859,0.0005476014,0.0002741688,0.00008384991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006262977,"about_ca_system_score_gemma":0.0004085238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08986366,"about_ca_topic_score_gemma":0.2118633,"domain_scores_codex":[0.9998853,0.00001720457,0.000007749504,0.00003397159,0.00003202051,0.00002367401],"domain_scores_gemma":[0.9994875,0.00003504765,0.0001704725,0.00003518173,0.0001724538,0.00009934225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004321792,0.00002276769,0.9878956,0.00002481446,0.00007103258,0.0001399736,0.001050784,0.0001679608,0.001242949,0.00005293464,0.0007149895,0.008572877],"study_design_scores_gemma":[2.799349e-7,0.000006837156,0.9992377,0.000002580989,0.000004253498,0.00001556291,0.0002534493,0.00008518718,0.00005591258,0.000005550956,0.0003317844,0.000001072597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983127,0.0001910585,0.00006236856,0.0001461168,0.000004883071,0.000004733571,0.0007745625,0.000009885443,0.0004936494],"genre_scores_gemma":[0.9980959,0.0001959665,0.0001170416,0.00004977643,0.000006302939,0.000008403104,0.000978347,0.000002423117,0.0005458419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9101363,"threshold_uncertainty_score":0.1786812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163141565896727,"score_gpt":0.293880428240964,"score_spread":0.2775662716512913,"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."}}