{"id":"W3042863429","doi":"10.14302/issn.2642-3146.jec-20-3428","title":"Sustainable Urban Development – Conceptual Approach","year":2020,"lang":"en","type":"article","venue":"Journal of Energy Conservation","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Urbanization; Urbanism; Sustainability; Corporate governance; Context (archaeology); Urban planning; Environmental planning; Sustainable development; Social sustainability; Political science; Economic system; Business; Environmental resource management; Economic growth; Economics; Geography; Engineering; Architecture; Civil engineering; 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":[0.00008297099,0.00007132743,0.0001254913,0.00003283553,0.0001772433,0.0000732273,0.0001086276,0.00002065177,0.0002043472],"category_scores_gemma":[0.00003898162,0.00004839995,0.00004634221,0.00003887959,0.00009713206,0.0003104013,0.00001668801,0.00008030172,0.000002170035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001950616,"about_ca_system_score_gemma":0.0001114302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005573563,"about_ca_topic_score_gemma":0.00002626268,"domain_scores_codex":[0.9993644,0.00002991225,0.0002802564,0.00005966897,0.0001606986,0.0001051073],"domain_scores_gemma":[0.9993348,0.00002253697,0.0002186102,0.00002797973,0.0003325506,0.00006348643],"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":[0.00008413276,0.00003612092,0.0007028687,0.00002862308,0.00008911247,0.00001772387,0.1138466,0.0002772077,0.0001942261,0.799208,0.08349407,0.002021301],"study_design_scores_gemma":[0.0001924009,0.0001106024,0.0001642257,0.000009288739,0.00001256882,0.000005873728,0.02190886,0.00009110856,0.0005775556,0.0007260751,0.9761235,0.00007789912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733501,0.001512773,0.008597053,0.01929937,0.0004733755,0.0001171846,0.000002705509,0.00006436579,0.09658311],"genre_scores_gemma":[0.9839708,0.000007065806,0.001257209,0.009436734,0.0008503632,0.000002135389,0.00000904338,0.000005466633,0.00446124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8926294,"threshold_uncertainty_score":0.2237459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654232160566858,"score_gpt":0.2070028728106137,"score_spread":0.1604605512049451,"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."}}