{"id":"W1566679198","doi":"10.22230/jem.2009v10n1a414","title":"British Columbia's Forests White Pine Blister Rust Forest Health Stand Establishment Decision Aid","year":2009,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service; Government of British Columbia","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Silviculture; Forest health; Rust (programming language); Forestry; White (mutation); Pine barrens; Agroforestry; Geography; Ecology; Biology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008462742,0.0004551419,0.0002818953,0.001726397,0.002141712,0.002988919,0.0009220905,0.0006224746,0.1743983],"category_scores_gemma":[0.002738093,0.0003224165,0.0001502765,0.001710748,0.0002847614,0.0005526817,0.0006136172,0.0006426169,0.02345355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066915,"about_ca_system_score_gemma":0.01499833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8459442,"about_ca_topic_score_gemma":0.9426634,"domain_scores_codex":[0.9994335,0.00005496776,0.00003788515,0.00004139998,0.0003204833,0.0001118128],"domain_scores_gemma":[0.9949549,0.0007096019,0.0001551453,0.0001207181,0.003205913,0.0008536403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007347501,0.00005327811,0.004550372,0.00009031584,0.00000363309,0.0001549522,0.0001207763,0.000465073,0.0003923519,0.000690846,0.9393378,0.05406718],"study_design_scores_gemma":[0.00004604576,0.00003119245,0.02137118,0.0002033875,0.00001106049,0.00006309045,0.0008127997,0.001493776,0.0004603566,0.0003837942,0.9750734,0.00004988638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03796075,0.001437711,0.002604461,0.01055468,0.0009545814,0.001598311,0.1006014,0.003645923,0.8406421],"genre_scores_gemma":[0.09005529,0.002036423,0.01092332,0.001907962,0.0001507794,0.000351894,0.0335861,0.0004460849,0.8605421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1743983,"threshold_uncertainty_score":0.5834204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006783396244969816,"score_gpt":0.2343486366350267,"score_spread":0.2275652403900569,"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."}}