{"id":"W2094271539","doi":"10.5539/jsd.v5n9p58","title":"Towards Environmentally Sustainable Urban Regeneration: A Framework for Baghdad City Centre","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regeneration (biology); Dilemma; Environmental planning; Sustainability; Urban regeneration; Sustainable development; Urban planning; Business; Environmentally friendly; Environmental resource management; Environmental protection; Geography; Civil engineering; Environmental science; Ecology; 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":[0.006403148,0.0009764782,0.0006544187,0.003099377,0.0108413,0.01801204,0.004019892,0.006406152,0.005739793],"category_scores_gemma":[0.001494278,0.0004918824,0.0009337933,0.002422172,0.02625394,0.005290216,0.01310136,0.00413826,0.0006210107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02247137,"about_ca_system_score_gemma":0.02763126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07451203,"about_ca_topic_score_gemma":0.1448979,"domain_scores_codex":[0.9961587,0.002247905,0.00009757328,0.0003007992,0.0005172072,0.0006778297],"domain_scores_gemma":[0.998823,0.0002334808,0.00008419422,0.00006218805,0.0002747747,0.000522344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007088381,0.00002702877,0.0002229044,0.0001076848,0.000004418709,0.0003838128,0.004063889,0.002332484,0.0001047495,0.9843944,0.003349939,0.005001593],"study_design_scores_gemma":[0.00003745036,0.00007314768,0.001144386,0.001081784,0.00002649567,0.0004941099,0.04434967,0.007237344,0.0003511638,0.5679607,0.3771467,0.00009699629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04273904,0.01752272,0.1846261,0.1275336,0.001356806,0.001458813,0.0003828274,0.000329659,0.6240505],"genre_scores_gemma":[0.7415138,0.007239622,0.2006334,0.004305972,0.0002503148,0.001240557,0.0001430589,0.00008647695,0.04458675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07451203,"threshold_uncertainty_score":0.1630419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461913430283008,"score_gpt":0.2720627925477727,"score_spread":0.2474436582449426,"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."}}