{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006350507,0.0001265252,0.000233443,0.00007245404,0.0003747244,0.00005092455,0.0002147787,0.00003665695,0.00001377343],"category_scores_gemma":[0.00004649452,0.00008402707,0.00003112261,0.00002418687,0.0001529266,0.000372075,0.0003641282,0.00006869005,0.000006273155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283381,"about_ca_system_score_gemma":0.000009790293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572612,"about_ca_topic_score_gemma":0.000008463444,"domain_scores_codex":[0.9986807,0.00004403851,0.0004032508,0.0002236659,0.0003977918,0.0002506209],"domain_scores_gemma":[0.9992598,0.00000504128,0.0003251835,0.0002793711,0.00003257639,0.00009798507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001849774,0.003921089,0.01999533,0.00145747,0.001275147,0.0002225707,0.04158242,0.2755606,0.4751901,0.01536488,0.0379081,0.1256725],"study_design_scores_gemma":[0.00135143,0.0008752501,0.08697066,0.000167225,0.0002106229,0.0007844866,0.01000366,0.0003614434,0.4430286,0.008238005,0.4471347,0.0008739632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671318,0.0002094024,0.005797454,0.00119285,0.0005850188,0.0002236833,0.000001185936,0.000009173692,0.02484942],"genre_scores_gemma":[0.9911765,0.00001854871,0.002565946,0.00001331593,0.0001917225,0.0000102785,8.806598e-7,0.00001275802,0.006010025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092266,"threshold_uncertainty_score":0.3426525,"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."}}