{"id":"W3200748933","doi":"10.4236/jsbs.2021.113011","title":"Ancillary Impacts of Harvest Residue Pelletization","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Bioenergy Systems","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tonne; Liberian dollar; Business; Pelletizing; Environmental science; Agricultural economics; Natural resource economics; Pellets; Waste management; Environmental economics; Economics; Finance; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001285715,0.0006481156,0.0003779325,0.001325691,0.001451132,0.002925086,0.001182086,0.0007110971,0.03058044],"category_scores_gemma":[0.002707368,0.0002140418,0.0008008655,0.001370291,0.0006955588,0.001502496,0.001384262,0.0008541287,0.002190093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004292172,"about_ca_system_score_gemma":0.002557193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496997,"about_ca_topic_score_gemma":0.08688809,"domain_scores_codex":[0.9980693,0.0003288354,0.00005367942,0.0001590032,0.0009347333,0.0004545044],"domain_scores_gemma":[0.9972254,0.0007882545,0.0004525132,0.0002552407,0.00109111,0.0001875169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004968827,0.003824372,0.2477401,0.001485647,0.0004673468,0.003899534,0.0008850502,0.09633767,0.0646951,0.0215267,0.01138956,0.5427801],"study_design_scores_gemma":[0.0001246117,0.005209245,0.785627,0.0004845605,0.0005620915,0.001494748,0.009281606,0.04951553,0.04159829,0.01268783,0.0932168,0.0001977421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864127,0.0008446266,0.002966115,0.000700818,0.00009246462,0.0002302971,0.001789085,0.0001108179,0.106853],"genre_scores_gemma":[0.9766322,0.0004671045,0.001886176,0.0001235351,0.00002864089,0.00004165679,0.000903573,0.00003836923,0.01987866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03496997,"threshold_uncertainty_score":0.1023017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005565651070637269,"score_gpt":0.1907083489491277,"score_spread":0.1851426978784905,"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."}}