{"id":"W2778239641","doi":"10.1016/j.enconman.2017.12.016","title":"Integrated approach for sustainable development of energy, water and environment systems","year":2017,"lang":"en","type":"article","venue":"Energy Conversion and Management","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Sustainability; Sustainable development; Renewable energy; Engineering; Political science; Environmental planning; Business; Architectural engineering; Environmental science","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":[0.0002157928,0.0001932016,0.000212643,0.00005940201,0.00064968,0.00006382329,0.0002204899,0.00005180885,0.00005127672],"category_scores_gemma":[0.000002487237,0.0001384722,0.00003025991,0.0000206438,0.0002288311,0.0001788041,0.001349232,0.00002316017,0.000002564204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297698,"about_ca_system_score_gemma":0.000003160163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521495,"about_ca_topic_score_gemma":0.00002490299,"domain_scores_codex":[0.998793,0.00002736098,0.0002190165,0.0004076246,0.0002106414,0.0003423785],"domain_scores_gemma":[0.9994783,0.000009081337,0.000102623,0.0003080024,0.00001010434,0.0000918664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007034111,0.001122486,0.002181222,0.002144133,0.0015418,0.0001382747,0.003341232,0.003585773,0.01006418,0.8098146,0.04380066,0.1215622],"study_design_scores_gemma":[0.001297795,0.0001125141,0.001166077,0.00002680576,0.00006466493,0.000002301581,0.003702862,0.004971909,0.02489752,0.001419398,0.9619946,0.000343534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08629046,0.001259749,0.2583458,0.001171716,0.0006124425,0.001513783,0.00002169897,0.0001529105,0.6506314],"genre_scores_gemma":[0.9555268,0.0002795606,0.003965952,0.00007911674,0.00001220119,0.0001640556,0.00004061659,0.00001558562,0.03991616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9181939,"threshold_uncertainty_score":0.5646734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107932568902655,"score_gpt":0.180648946147079,"score_spread":0.1695696204580525,"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."}}