{"id":"W4377832775","doi":"10.54945/jjpp.v7i1.217","title":"Urban energy systems in India :","year":2023,"lang":"en","type":"article","venue":"Jindal Journal of Public Policy","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Renewable energy; Urban metabolism; Systems thinking; Social system; Urban planning; Stakeholder; Fossil fuel; Environmental economics; Complex system; Energy engineering; Environmental planning; Environmental resource management; Urban density; Civil engineering; Computer science; Economics; Engineering; Geography","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":[0.0001203207,0.0002144491,0.000157511,0.001786378,0.002229027,0.004095098,0.0006115985,0.0004631913,0.006068833],"category_scores_gemma":[0.000385523,0.000184875,0.0003008908,0.005319315,0.001711377,0.001388092,0.00274811,0.0009475707,0.0006784491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00562491,"about_ca_system_score_gemma":0.004821274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07187191,"about_ca_topic_score_gemma":0.09479856,"domain_scores_codex":[0.9996911,0.00004828973,0.00001901803,0.00004140031,0.0000683869,0.0001316779],"domain_scores_gemma":[0.9997872,0.00005544374,0.00004357814,0.00002135909,0.00004491783,0.00004752415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007288497,0.0001141659,0.04832627,0.001585309,0.00005719607,0.007859407,0.03779512,0.007987474,0.001492026,0.7192396,0.03995994,0.1355105],"study_design_scores_gemma":[0.00001417106,0.00007231714,0.189471,0.0004159727,0.0000663494,0.004915121,0.06130185,0.004486787,0.0007487994,0.0496175,0.6887868,0.0001032982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3632198,0.01814599,0.003583409,0.0143877,0.0005234136,0.0001503602,0.001641449,0.0003179497,0.59803],"genre_scores_gemma":[0.9757962,0.005005974,0.0007389074,0.0005004991,0.00006274004,0.00003296126,0.0005330161,0.00002012763,0.01730959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07187191,"threshold_uncertainty_score":0.1429071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425559178365644,"score_gpt":0.3061222771017196,"score_spread":0.2818666853180632,"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."}}