{"id":"W4251658017","doi":"10.4324/9780203716465","title":"Great Cities of the World","year":2013,"lang":"en","type":"book","venue":"","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111761,0.00009739304,0.0001559645,0.00005284049,0.000172324,0.0000233311,0.0003780428,0.0001277388,0.01140662],"category_scores_gemma":[0.00001476903,0.00005292513,0.00009771579,0.00005785667,0.0004730468,0.00004681364,0.00007678747,0.0001241703,0.0002198268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000879162,"about_ca_system_score_gemma":0.0004547432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548665,"about_ca_topic_score_gemma":0.01751986,"domain_scores_codex":[0.999233,0.00004141707,0.0001313431,0.00009903654,0.0003533784,0.0001418434],"domain_scores_gemma":[0.9995839,0.00008734327,0.00009130729,0.0001372367,0.00006445258,0.00003574475],"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":[2.218706e-7,0.000001416099,0.00003848936,0.0000100591,0.00001341124,1.036453e-7,0.001435789,9.69084e-9,1.7433e-7,0.3364784,0.6609414,0.001080528],"study_design_scores_gemma":[0.00002334461,0.000002178346,0.0003959586,0.00008475415,0.000008237204,3.938815e-8,0.0005565761,5.087584e-8,0.000009558144,0.02345939,0.9753729,0.00008705087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001866693,0.0006553261,2.113061e-7,0.004038359,0.0006216606,0.0001805619,0.000002601399,0.00003331533,0.9944493],"genre_scores_gemma":[0.0004419773,0.00076601,0.00003674793,0.0001902889,0.0002612964,0.00000524311,0.000001964027,0.00000820907,0.9982883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3144314,"threshold_uncertainty_score":0.9894971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843020802795345,"score_gpt":0.2583427934228726,"score_spread":0.2199125853949191,"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."}}