{"id":"W2967511947","doi":"10.1139/cjfr-2019-0052","title":"A module to simulate the impact of western gall rust (<i>Cronartium harknessii</i>) on merchantable volume and lumber yields for lodgepole pine (<i>Pinus contorta</i> var. <i>latifolia</i>) stands in British Columbia","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of New Caledonia; Canadian Forest Service; Ministry of Forests; Canadian Sport Centre Pacific; Government of British Columbia; Natural Resources Canada","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Pinus contorta; Gall; Rust (programming language); Biology; Picea engelmannii; Cecidomyiidae; Forestry; Woody plant; Botany; Horticulture; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003980349,0.0009271398,0.0003372671,0.0003695202,0.0004463428,0.000531553,0.001267534,0.0006485914,0.004710869],"category_scores_gemma":[0.0008268598,0.0005120346,0.0005834823,0.0003383581,0.0003019255,0.0003213391,0.0003262332,0.0007177493,0.0008139384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886077,"about_ca_system_score_gemma":0.002235631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4422776,"about_ca_topic_score_gemma":0.4726809,"domain_scores_codex":[0.9999135,0.00001300014,0.00000507745,0.00003183856,0.00001503475,0.0000216118],"domain_scores_gemma":[0.9996326,0.0001370007,0.00002513271,0.00002442419,0.0001311501,0.00004959084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002473326,0.0002861444,0.03460675,0.0000953616,0.00008899985,0.00009781062,0.0001004192,0.9464965,0.002004799,0.0005522141,0.00624486,0.009178785],"study_design_scores_gemma":[0.00004087051,0.00003795024,0.005023818,0.000005536003,0.00001437758,0.000007571135,0.00002301774,0.9927204,0.0005569952,0.0001021321,0.00145975,0.000007569114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366167,0.0001257928,0.02040935,0.0001704913,0.0001019439,0.0003166911,0.02435261,0.008313246,0.009593144],"genre_scores_gemma":[0.9519769,0.00008931793,0.01956738,0.00007628716,0.000009284474,0.0003015317,0.022232,0.000249296,0.005497985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577224,"threshold_uncertainty_score":0.8794065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690435374966735,"score_gpt":0.2789910329456751,"score_spread":0.2620866791960077,"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."}}