{"id":"W1926812622","doi":"10.22230/jem.2011v12n2a94","title":"Laminated Root Disease - Stand Establishment Decision Aid","year":2011,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Windthrow; Armillaria; Agroforestry; Bark (sound); Silviculture; Root rot; Tree health; Disease; Biology; Hazard; Forestry; Geography; Ecology; Agronomy; Botany; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387312,0.0001036012,0.00013488,0.00007647721,0.00004720956,0.00003288683,0.0001099861,0.00003132884,0.00002131329],"category_scores_gemma":[0.00001689437,0.00007889658,0.00007684717,0.00004108674,0.00001603279,0.00001020264,0.00008726981,0.00003311311,0.000002183395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106654,"about_ca_system_score_gemma":0.00001936014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004391396,"about_ca_topic_score_gemma":0.00002203327,"domain_scores_codex":[0.9992681,0.00002850388,0.0002823918,0.0001397732,0.0001496413,0.0001316401],"domain_scores_gemma":[0.999414,0.000004777927,0.0001708911,0.0001439614,0.00006986152,0.0001965253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01951582,0.005441404,0.3372367,0.004924519,0.00481898,0.02373965,0.0006596688,0.0003384479,0.1546797,0.015067,0.2856599,0.1479181],"study_design_scores_gemma":[0.004283322,0.001551845,0.2465853,0.0008722371,0.0005229864,0.0003895001,0.0004316879,0.0002110476,0.002590014,0.0005469198,0.7414376,0.0005776401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881791,0.004851496,0.003585591,0.00001782314,0.0003574104,0.0001920398,0.0001173246,0.000003730395,0.002695506],"genre_scores_gemma":[0.9959808,0.002821942,0.000653306,0.00003794884,0.0001070644,0.000004976887,0.00001465862,0.000009557307,0.0003697757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4557776,"threshold_uncertainty_score":0.3217309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131721996085616,"score_gpt":0.213590142548711,"score_spread":0.2022729225878548,"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."}}