{"id":"W3083243230","doi":"10.3390/f11090968","title":"A Two-Stage DSS to Evaluate Optimal Locations for Bioenergy Facilities","year":2020,"lang":"en","type":"article","venue":"Forests","topic":"Forest Biomass Utilization and Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval","funders":"University of the Sunshine Coast","keywords":"Bioenergy; Supply chain; Biomass (ecology); Environmental science; Profit (economics); Environmental economics; Computer science; Agricultural engineering; Renewable energy; Business; Engineering; Ecology","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":[0.002268595,0.001793386,0.001537699,0.002185218,0.0009777993,0.002189668,0.00169556,0.002125723,0.005808623],"category_scores_gemma":[0.003996425,0.001116968,0.001264661,0.001612612,0.0005493805,0.001348489,0.001151624,0.00101327,0.0004634166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870307,"about_ca_system_score_gemma":0.003512743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131467,"about_ca_topic_score_gemma":0.02675989,"domain_scores_codex":[0.9991617,0.0003532515,0.00007788144,0.0001506827,0.0001370714,0.0001193855],"domain_scores_gemma":[0.9970592,0.00178953,0.0002758069,0.00008231776,0.0006373468,0.0001558734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001707407,0.000132509,0.002564751,0.00007097128,0.00004175553,0.00007277873,0.00006979991,0.9837164,0.0007410425,0.001013048,0.0003806491,0.01102563],"study_design_scores_gemma":[0.00002364702,0.00008646175,0.0003003625,0.000005968034,0.00001174878,0.000005107945,0.00004418061,0.998759,0.0003300016,0.0002763672,0.0001513983,0.000005769157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4663469,0.0001607043,0.5179678,0.0005114808,0.00007533059,0.001412013,0.002255022,0.001446625,0.00982415],"genre_scores_gemma":[0.8617094,0.00007851505,0.1338442,0.00007414779,0.00001154644,0.0008239532,0.0008950754,0.00002871675,0.002534496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03131467,"threshold_uncertainty_score":0.0622648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350533250820836,"score_gpt":0.2735500947845585,"score_spread":0.2384967697024749,"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."}}