{"id":"W917879778","doi":"10.3828/tpr.2015.21a","title":"Urban regeneration: new model and new practice The eighth annual International Association for China Planning conference, Guangzhou, China, 21–22 June 2014","year":2015,"lang":"en","type":"article","venue":"Town Planning Review","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanization; China; Urban planning; Economic growth; Industrialisation; Stakeholder; Prosperity; Political science; Public administration; Environmental planning; Geography; Civil engineering; Engineering; Public relations; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120979,0.0001692294,0.0002530945,0.00002007978,0.0001864035,0.0001455278,0.0002974627,0.00007358401,0.0002641869],"category_scores_gemma":[0.0002644252,0.0001114479,0.00004793388,0.0001003296,0.000008241153,0.0008275064,0.0001164974,0.0001381738,0.00008869178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296085,"about_ca_system_score_gemma":0.00008388588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004376534,"about_ca_topic_score_gemma":0.00005999549,"domain_scores_codex":[0.998689,0.00007526579,0.0003212931,0.0002911146,0.0003985396,0.0002248058],"domain_scores_gemma":[0.9991052,0.0001007206,0.0003831444,0.0001956455,0.00003819571,0.0001771612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002882771,0.00001585955,0.008240204,0.00007530644,0.00003995023,0.000002279505,0.002313929,0.007823908,0.000008021734,0.0001596345,0.9789854,0.002306654],"study_design_scores_gemma":[0.0006240649,0.00007052421,0.006432048,0.0009418286,0.0001618503,0.00003460216,0.0001246983,0.06339405,0.000008735407,0.000685186,0.9272619,0.0002604888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1580085,0.3267694,0.03685396,0.2549526,0.005705405,0.006732562,0.0004658552,0.0006185794,0.2098931],"genre_scores_gemma":[0.7846308,0.02949327,0.02137227,0.01903513,0.005968669,0.0003163603,0.001490199,0.0001585188,0.1375348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6266223,"threshold_uncertainty_score":0.4544714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960536862476823,"score_gpt":0.2945623841139695,"score_spread":0.2549570154892012,"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."}}