{"id":"W4401920944","doi":"10.18280/ijsdp.190801","title":"Bioenergy Expansion and Economic Sustainability from Environment‑Energy‑Food Security Nexus: A Review","year":2024,"lang":"en","type":"review","venue":"International Journal of Sustainable Development and Planning","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prince Sattam bin Abdulaziz University","keywords":"Nexus (standard); Sustainability; Bioenergy; Energy security; Natural resource economics; Food security; Business; Environmental science; Economics; Environmental economics; Renewable energy; Biofuel; Engineering; Waste management; Geography; Ecology; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006436186,0.0005283031,0.001138697,0.0002997688,0.0001851968,0.0001622171,0.0005002267,0.0001783358,0.0001720446],"category_scores_gemma":[0.00007449556,0.0004103852,0.0001988119,0.0001148341,0.0001612286,0.0004899573,0.001314061,0.0003558237,0.00001296517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961306,"about_ca_system_score_gemma":0.0003237783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003301205,"about_ca_topic_score_gemma":0.00002216646,"domain_scores_codex":[0.9971805,0.0001422291,0.001177013,0.0005586622,0.0005269058,0.0004146812],"domain_scores_gemma":[0.9986901,0.0001658165,0.0007242566,0.0001583535,0.00007236892,0.000189136],"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":[0.00009690774,0.0001738219,0.00028074,0.01541284,0.00351646,0.006503613,0.005357666,0.0001441456,7.789161e-7,0.01066909,0.02155515,0.9362888],"study_design_scores_gemma":[0.0001827236,0.0000776075,0.00003617719,0.009941885,0.0004276255,0.0001862134,0.002502697,0.00001765738,0.000005432204,0.02013421,0.9660614,0.0004264372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001169272,0.996501,0.00009732797,0.0002589708,0.0004130368,0.0001767009,0.00004314692,0.00001654676,0.001324024],"genre_scores_gemma":[0.004141841,0.9942052,0.0003013796,0.0001385147,0.0002694335,0.00004130589,0.00008797344,0.00004186335,0.0007724511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9445062,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832906820090807,"score_gpt":0.265976217032955,"score_spread":0.2476471488320469,"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."}}