{"id":"W2581230688","doi":"10.1016/j.jclepro.2017.01.119","title":"A holistic approach to sustainable development of energy, water and environment systems","year":2017,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Sustainable development; Cleaner production; Environmental systems; Environmental planning; Environmental resource management; Engineering; Sustainability; Political science; Environmental science; 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":[0.002509874,0.0007136494,0.0007885051,0.002192111,0.002691893,0.007370722,0.001398592,0.002085082,0.004222291],"category_scores_gemma":[0.001507837,0.0003355609,0.0008600541,0.002515726,0.009773815,0.007195143,0.005357398,0.002920591,0.0002988224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001214,"about_ca_system_score_gemma":0.01191726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006458779,"about_ca_topic_score_gemma":0.01619882,"domain_scores_codex":[0.9981318,0.001046012,0.00005290764,0.0001060601,0.0004047946,0.0002584536],"domain_scores_gemma":[0.9992601,0.0002909623,0.00005399211,0.0001296341,0.0001355084,0.0001297791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004058058,0.00002302528,0.0001654769,0.00007372244,0.00002180751,0.00003797575,0.0003909437,0.002889406,0.0002146705,0.9822451,0.002375986,0.01155773],"study_design_scores_gemma":[0.000003739396,0.00001323534,0.000351621,0.0001185711,0.00001773758,0.00003828692,0.001320332,0.002160992,0.0001845099,0.9516425,0.04414009,0.000008405301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03447421,0.04340593,0.248743,0.1113123,0.001400369,0.000156317,0.0002664638,0.0002061975,0.5600351],"genre_scores_gemma":[0.8897467,0.02436233,0.06770363,0.00344606,0.0004456393,0.0002114721,0.00009584555,0.00008229963,0.01390598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007370722,"threshold_uncertainty_score":0.04354209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356704707195551,"score_gpt":0.2173626014495583,"score_spread":0.1937955543776028,"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."}}