{"id":"W3163346473","doi":"10.1186/s13705-021-00281-w","title":"Sustainable forest biomass: a review of current residue harvesting guidelines","year":2021,"lang":"en","type":"review","venue":"Energy Sustainability and Society","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; U.S. Forest Service; Natural Resources Canada; U.S. Department of Agriculture","keywords":"Sustainability; Business; Environmental resource management; Certified wood; Environmental planning; Sustainable forest management; Bioproducts; Ecosystem services; Forest management; Context (archaeology); Agroforestry; Geography; Ecology; Economics; Environmental science; Ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01255863,0.0007666663,0.001614092,0.01504813,0.000899506,0.002680844,0.002855926,0.002242784,0.002310207],"category_scores_gemma":[0.03329172,0.000816407,0.00144962,0.01820175,0.001443281,0.002823119,0.001462635,0.001798856,0.0007397337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003755692,"about_ca_system_score_gemma":0.02414716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0242319,"about_ca_topic_score_gemma":0.0480243,"domain_scores_codex":[0.9917471,0.001833003,0.00281839,0.0004287124,0.00292013,0.0002525616],"domain_scores_gemma":[0.9649097,0.02130244,0.003701036,0.0004370074,0.009204694,0.0004450965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004092767,0.00006545021,0.0009425094,0.2238616,0.0001946654,0.0003072991,0.001711857,0.0007890827,0.0009306374,0.01243504,0.07380867,0.6849123],"study_design_scores_gemma":[0.00001048627,0.00004803341,0.001913565,0.2838195,0.0004922074,0.0002368367,0.0008644118,0.0001580893,0.000372793,0.002287723,0.70976,0.00003654645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001229597,0.9841843,0.001362069,0.005626832,0.0007099566,0.0001750462,0.0006368581,0.00004189869,0.006033469],"genre_scores_gemma":[0.006784138,0.9837165,0.005233013,0.002471649,0.0001335582,0.0001976998,0.0006858777,0.00002674935,0.0007508139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0242319,"threshold_uncertainty_score":0.06641716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04245542045434389,"score_gpt":0.3510595846472665,"score_spread":0.3086041641929226,"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."}}