{"id":"W2566057767","doi":"10.2495/sdp-v12-n3-570-579","title":"Cityopt planning tool for energy efficient cities","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Energy planning; Environmental science; Environmental resource management; Architectural engineering; Business; Renewable energy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723036,0.001208139,0.0007333506,0.001347902,0.000572968,0.001870734,0.001920994,0.001005332,0.07780833],"category_scores_gemma":[0.0026676,0.001075377,0.001519824,0.001792455,0.0003667843,0.001465259,0.001513449,0.001259821,0.01118178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009290663,"about_ca_system_score_gemma":0.001758625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006971618,"about_ca_topic_score_gemma":0.01319101,"domain_scores_codex":[0.9995825,0.00008815547,0.0000433771,0.00005737847,0.0001753356,0.00005329946],"domain_scores_gemma":[0.9990826,0.0005273269,0.00005618948,0.0000896062,0.0001924007,0.00005195563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005884102,0.0002546569,0.003206255,0.001488325,0.0001683303,0.0008347298,0.0005477414,0.452873,0.005669035,0.08246811,0.2380197,0.2138817],"study_design_scores_gemma":[0.000221599,0.00003865535,0.000624584,0.0001842655,0.00003955804,0.0002008222,0.0001245569,0.7271024,0.004794079,0.01970906,0.2468838,0.00007667494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008151205,0.0003361593,0.8319846,0.0004082521,0.000180808,0.0004781838,0.02317443,0.08731508,0.0479712],"genre_scores_gemma":[0.1173102,0.0008269834,0.7946136,0.000317766,0.00004630653,0.002367623,0.03933822,0.01834333,0.026836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07780833,"threshold_uncertainty_score":0.2602947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698393199042022,"score_gpt":0.279248007064664,"score_spread":0.2622640750742438,"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."}}