{"id":"W2121553313","doi":"10.1093/forestry/cpt044","title":"A new silvicultural approach to the management of uneven-aged Northern hardwoods: frequent low-intensity harvesting","year":2013,"lang":"en","type":"article","venue":"Forestry An International Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Forest management; Silviculture; Sustainability; Environmental science; Basal area; Agroforestry; Forest ecology; Agricultural engineering; Forestry; Ecosystem; Ecology; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003871973,0.0003464734,0.0002370505,0.0004194478,0.0003735418,0.0005178438,0.0007468085,0.0001693691,0.000950985],"category_scores_gemma":[0.0001941511,0.00009900836,0.000235056,0.000274053,0.0002159795,0.0002062924,0.0003068486,0.0002064965,0.0001023625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007685415,"about_ca_system_score_gemma":0.001321842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02068771,"about_ca_topic_score_gemma":0.1071986,"domain_scores_codex":[0.999897,0.00002236103,0.000003745408,0.00002281241,0.00003447651,0.00001969635],"domain_scores_gemma":[0.9998958,0.0000175551,0.00002791547,0.000008627284,0.00002114837,0.00002899894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002020588,0.0007837421,0.04634069,0.0003497512,0.0001818409,0.0003505255,0.0003574944,0.6039798,0.0632309,0.002704967,0.001069265,0.2804489],"study_design_scores_gemma":[0.0001241507,0.001760282,0.07701948,0.0000525751,0.0001960563,0.0002662196,0.0005047984,0.897068,0.008911085,0.00320096,0.01082264,0.00007380683],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7862647,0.0005433805,0.2020785,0.0001975331,0.00003260423,0.0002674696,0.0001593472,0.0002094163,0.01024694],"genre_scores_gemma":[0.9404761,0.0001922591,0.05731425,0.00006319912,0.00001644057,0.00009906084,0.00009583394,0.00002079202,0.001722116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068771,"threshold_uncertainty_score":0.0411346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346737484826368,"score_gpt":0.3017864043671042,"score_spread":0.2683190295188406,"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."}}