{"id":"W1997545584","doi":"10.1016/j.ecolmodel.2006.05.028","title":"Calibration of the forest vegetation simulator (FVS) model for the main forest species of Ontario, Canada","year":2006,"lang":"en","type":"article","venue":"Ecological Modelling","topic":"Forest ecology and management","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Natural Resources Canada; Canadian Forest Service","funders":"Ministry of Natural Resources","keywords":"Abies balsamea; Balsam; Black spruce; Yellow birch; Forestry; Vegetation (pathology); Jack pine; Taiga; Pinus <genus>; Environmental science; Site index; Maple; Ecology; Geography; Biology; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001988138,0.00008290276,0.0001145181,0.000008023542,0.0001834982,0.000006534519,0.000222957,0.00006036938,0.0001503148],"category_scores_gemma":[0.00002223042,0.00004725384,0.00006420138,0.00006529027,0.0001523812,0.00007060214,0.00009614416,0.00007271842,7.526848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309576,"about_ca_system_score_gemma":0.00008765203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3331734,"about_ca_topic_score_gemma":0.9893106,"domain_scores_codex":[0.9992356,0.00002167866,0.0002569098,0.000146969,0.000166073,0.0001727285],"domain_scores_gemma":[0.9994632,0.0002146969,0.0001395936,0.0001554551,0.000009925391,0.00001713041],"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":[0.00001601238,0.00004394388,0.04753035,0.000007255537,0.000005730245,2.445054e-7,0.00006372167,0.9151399,0.00003197127,0.03647704,0.0006734433,0.00001044438],"study_design_scores_gemma":[0.0001273336,0.00002837385,0.1720718,0.000002721676,0.00001776722,1.121269e-7,0.00001270359,0.7791275,0.00007764401,0.04810546,0.0003834266,0.00004509148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6136523,0.000008127341,0.3846549,0.0002049546,0.00008120498,0.000488757,0.000005567069,0.000004323854,0.0008998494],"genre_scores_gemma":[0.9961898,0.00000154961,0.00156196,0.0001410273,0.00001741695,0.00006623063,0.000006687406,0.00000477839,0.002010582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6561372,"threshold_uncertainty_score":0.671267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689292430076984,"score_gpt":0.185829045656751,"score_spread":0.1689361213559812,"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."}}