{"id":"W2610813368","doi":"10.2495/dne-v12-n3-271-280","title":"Sustainable actions for urban and territorial re-generation","year":2017,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446263,0.00006200033,0.0000743673,0.00005109243,0.000276002,0.0002326005,0.000172491,0.0001014259,0.00001657133],"category_scores_gemma":[0.0002700404,0.00005421088,0.00003088623,0.0000130381,0.00004544885,0.0005691155,0.0000447825,0.0001607066,8.490439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024975,"about_ca_system_score_gemma":0.00002045682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003793501,"about_ca_topic_score_gemma":0.00003929101,"domain_scores_codex":[0.9994523,0.00002002947,0.0001510117,0.00009410092,0.0001961654,0.00008638942],"domain_scores_gemma":[0.9994777,0.00006234397,0.0002549507,0.00006842843,0.0000901838,0.0000463991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003046824,0.0006135673,0.291592,0.00005853168,0.001034268,0.0002231352,0.005881676,0.02784884,0.06773356,0.02555528,0.4822776,0.09413471],"study_design_scores_gemma":[0.006330942,0.001459362,0.1675545,0.0001207134,0.0003234857,0.000392759,0.0009057798,0.5730251,0.002919471,0.03466514,0.2115619,0.0007409078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065926,0.0003181735,0.08082873,0.004693386,0.005643417,0.0003273705,0.0000349498,0.00001249543,0.001548873],"genre_scores_gemma":[0.9921463,0.0000576143,0.005435161,0.00007471712,0.001258204,0.000002668462,0.00001238919,0.000005818869,0.001007126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451763,"threshold_uncertainty_score":0.2242972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048982013815984,"score_gpt":0.2998753340278278,"score_spread":0.269385513889668,"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."}}