{"id":"W2097753878","doi":"10.1002/bbb.1547","title":"Sustainability of forest bioenergy feedstock supply chains: Local, national and international policy perspectives","year":2015,"lang":"en","type":"article","venue":"Biofuels Bioproducts and Biorefining","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Université Laval","funders":"Université Laval","keywords":"Sustainability; Business; European union; Bioenergy; Biomass (ecology); Renewable energy; Natural resource economics; Environmental economics; Environmental resource management; Directive; Economics; International trade; Engineering","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":[0.00035541,0.0001435765,0.0001308411,0.0001565597,0.00008133611,0.00004768913,0.0001515672,0.00005541345,0.0001182109],"category_scores_gemma":[0.0003028471,0.0001167915,0.00002480981,0.000326719,0.0008286432,0.0002377648,0.0003500155,0.00005593607,0.00001854859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882261,"about_ca_system_score_gemma":0.00006476845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863015,"about_ca_topic_score_gemma":0.0001200907,"domain_scores_codex":[0.9989165,0.0000228892,0.0001861827,0.0003823179,0.0002729653,0.0002191471],"domain_scores_gemma":[0.9995426,0.00001497077,0.00009448455,0.0001344097,0.00009317106,0.0001203764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002441572,0.0004415074,0.6387269,0.0001166639,0.0001119034,0.000006807739,0.0084734,0.0004215828,0.003205263,0.2269999,0.01156146,0.1096904],"study_design_scores_gemma":[0.002529234,0.0009385148,0.6930591,0.00006020051,0.00004007201,0.00004246038,0.008391916,0.004258639,0.002086283,0.03339853,0.2541707,0.001024307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781653,0.0004832898,0.00003094803,0.0105567,0.00009395705,0.0001442914,0.00002754929,0.000030107,0.01046786],"genre_scores_gemma":[0.995515,0.0001263822,0.0005127311,0.000138494,0.000225999,0.000006745496,0.00001690007,0.000009086535,0.003448639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426093,"threshold_uncertainty_score":0.4762621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204944920974372,"score_gpt":0.2692031042346056,"score_spread":0.2487086121371684,"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."}}