{"id":"W4379407414","doi":"10.2139/ssrn.4456445","title":"Limited Effects of Thinning and Hardwood Rotations on Laminated Root Rot Induced Tree Mortality in Douglas-Fir Forests of the Pacific Northwest, USA","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Weyerhauser (Canada)","funders":"","keywords":"Thinning; Douglas fir; Hardwood; Forestry; Tree (set theory); Agroforestry; Environmental science; Mathematics; Geography; Botany; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005996799,0.0002148568,0.0002969888,0.0003549478,0.0003138943,0.0004655628,0.0003670322,0.0002338924,0.002157461],"category_scores_gemma":[0.00104806,0.0001659907,0.0002208897,0.0002349301,0.0004231792,0.0003369401,0.0004456505,0.0002976785,0.0001587847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006811824,"about_ca_system_score_gemma":0.0007685441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03968305,"about_ca_topic_score_gemma":0.1235395,"domain_scores_codex":[0.9997492,0.00007234498,0.00001805896,0.00007437677,0.00002982672,0.00005612311],"domain_scores_gemma":[0.9979813,0.0007586959,0.0003578375,0.00009674305,0.0001466007,0.0006588591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00609793,0.0006841636,0.9206434,0.00007437557,0.0003079494,0.0002607147,0.0002816341,0.0007632928,0.06061309,0.0001088538,0.000372026,0.00979261],"study_design_scores_gemma":[0.000007915269,0.0001020332,0.9991627,0.00000223084,0.00002364088,0.00001407911,0.00009206726,0.000112255,0.0004146448,0.0000174052,0.00004908166,0.000001970888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996351,0.00005390358,0.00001464359,0.000009273858,0.000001041177,0.000001115376,0.0001053815,0.000001643337,0.0001779386],"genre_scores_gemma":[0.9993489,0.00004362036,0.00004180121,0.00002380964,0.000002152746,0.000002426164,0.0002345409,0.000002716706,0.0002999827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03968305,"threshold_uncertainty_score":0.07890415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352719743811333,"score_gpt":0.2520548914267479,"score_spread":0.2385276939886345,"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."}}