{"id":"W2319140025","doi":"10.1093/forestry/cpv005","title":"Evidence against planting lodgepole pine monocultures in the cedar-hemlock forests of southeastern British Columbia","year":2015,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Environment","keywords":"Pinus contorta; Thinning; Stocking; Forestry; Agroforestry; Environmental science; Geography; Sowing; Agronomy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005081428,0.0001199931,0.0002505646,0.0001394059,0.000106089,0.000482703,0.002170123,0.0001064081,0.0001211349],"category_scores_gemma":[0.001772139,0.0001135425,0.0001092589,0.0003919533,0.0003495724,0.001176596,0.0003262211,0.0007110517,0.00004415177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001814014,"about_ca_system_score_gemma":0.0001430924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02723788,"about_ca_topic_score_gemma":0.1213884,"domain_scores_codex":[0.9952471,0.0006037507,0.0007474697,0.000249616,0.002723262,0.0004288121],"domain_scores_gemma":[0.9981741,0.0004811819,0.0004265881,0.0003012111,0.0003968122,0.0002201595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001572388,0.0002144036,0.9879812,0.00001974104,0.00002566433,0.0004580439,0.001025446,0.004318861,0.0002284024,0.00003107755,0.002588125,0.002951796],"study_design_scores_gemma":[0.0007952859,0.0006331506,0.9885386,0.0009040041,0.000004912861,0.0007223017,0.0009534484,0.005106473,0.0001301423,0.001230568,0.0008599724,0.0001212054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970943,0.0001648766,0.0000656257,0.0003042311,0.0003415072,0.0002968857,0.00002345858,0.000006740731,0.001702327],"genre_scores_gemma":[0.9989995,0.00004476517,0.0002639041,0.00004200224,0.000395155,0.00001410613,0.000009944118,0.00001816409,0.0002124311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09415053,"threshold_uncertainty_score":0.9792398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06712022124326619,"score_gpt":0.3424081331726334,"score_spread":0.2752879119293672,"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."}}