{"id":"W388904666","doi":"","title":"Canadian model forest. Some applied examples of sustainable forest management.","year":2009,"lang":"en","type":"article","venue":"Sherwood - Foreste ed Alberi Oggi","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainable forest management; Forest management; Environmental resource management; Business; Forestry; Environmental science; Agroforestry; Environmental planning; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001725323,0.0004158683,0.000385273,0.0005791524,0.0001527541,0.00009968752,0.0005202813,0.0001684095,0.0001192252],"category_scores_gemma":[0.00000982054,0.0004427095,0.0001324493,0.0004337247,0.00006826025,0.0003883351,0.00008531909,0.0001383561,0.00007875292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003300859,"about_ca_system_score_gemma":0.00007523357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203969,"about_ca_topic_score_gemma":0.05703324,"domain_scores_codex":[0.9976638,0.00001327278,0.0005216991,0.000397046,0.0003477752,0.001056428],"domain_scores_gemma":[0.9987666,0.00001873844,0.00008210111,0.0006938794,0.00006698714,0.0003716887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001943921,0.00004879227,0.0008719154,0.0002979822,0.0001084707,0.00003490655,0.0001599324,0.3243428,0.00007347484,0.6502478,0.02236857,0.001425887],"study_design_scores_gemma":[0.004990503,0.0004051419,0.04032732,0.0002035395,0.0003866937,0.00001194401,0.002835686,0.4447857,0.001297215,0.2423626,0.2597119,0.002681737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2942931,0.0009470786,0.02528385,0.0006503511,0.0006966163,0.003790643,0.0000672505,0.001262798,0.6730083],"genre_scores_gemma":[0.9901755,0.0001773256,0.002302804,0.0003197338,0.00007889519,0.0001034757,0.0001686969,0.00008809361,0.006585468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6958824,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005605531277947542,"score_gpt":0.1845211125639555,"score_spread":0.178915581286008,"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."}}