{"id":"W6987897991","doi":"","title":"Urban Meltdown: How Cities Malfunction","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Urban planning; Context (archaeology); Urban environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008369189,0.0006251929,0.0004037232,0.002362305,0.006848826,0.01118177,0.001409552,0.002394168,0.03912903],"category_scores_gemma":[0.004410182,0.0005694062,0.0004584092,0.008742061,0.002567609,0.005954593,0.004568681,0.00355897,0.007213796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142586,"about_ca_system_score_gemma":0.01770274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8230596,"about_ca_topic_score_gemma":0.9222305,"domain_scores_codex":[0.9989141,0.0001496126,0.00004137231,0.0001053772,0.000400642,0.0003889831],"domain_scores_gemma":[0.9980978,0.0001430598,0.0001293079,0.0001044492,0.0008703367,0.0006549184],"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":[0.00001626661,0.00001062398,0.009228439,0.0001071907,0.00001020837,0.000127463,0.008408701,0.0002678223,0.00004538189,0.0100368,0.9145427,0.05719848],"study_design_scores_gemma":[0.000006591175,0.000008064017,0.02462921,0.00041707,0.00001617997,0.00008998202,0.03676941,0.000335662,0.00008562929,0.003998873,0.9336133,0.00002994046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04493738,0.0248548,0.002260812,0.4002921,0.00655924,0.0001189359,0.03030413,0.00180835,0.4888643],"genre_scores_gemma":[0.4746118,0.04161193,0.00342108,0.03435173,0.001515148,0.0002274201,0.02567053,0.00279613,0.4157942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8230596,"threshold_uncertainty_score":0.3559648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007596692978628641,"score_gpt":0.1727397684837592,"score_spread":0.1651430755051305,"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."}}