{"id":"W6983274017","doi":"","title":"The Making of Urban Knowledge: Ideas, Cities, Gurus","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Making-of; Work (physics); Face (sociological concept); Creative city; Global city; Urban planning; Urban studies; Focus (optics); Place making","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001305068,0.0005204059,0.001311335,0.0003198217,0.001000227,0.0004129176,0.0008754437,0.0003471996,0.008707605],"category_scores_gemma":[0.0004783751,0.000559298,0.0006110236,0.0005902383,0.0004382368,0.0001640058,0.0003209021,0.0004247923,0.004788484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933636,"about_ca_system_score_gemma":0.0002830833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002884634,"about_ca_topic_score_gemma":0.0004316967,"domain_scores_codex":[0.9964498,0.00005121779,0.0015752,0.001082091,0.00008843369,0.0007532999],"domain_scores_gemma":[0.9964162,0.0002643297,0.001948681,0.001029647,0.0002694231,0.00007167859],"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":[0.0001188116,0.0002045545,0.00479143,0.0007481204,0.001397593,0.000009598505,0.1173361,0.00005953896,0.00001216932,0.242451,0.6272249,0.00564609],"study_design_scores_gemma":[0.0004520008,0.00004211822,0.001871067,0.0003314388,0.00008636389,0.000001877491,0.1600352,0.0006254421,0.00007423747,0.001218619,0.8346472,0.0006145209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0240764,0.1612425,0.00004139485,0.0002549368,0.02021553,0.0003663251,0.0003631464,0.00002226919,0.7934175],"genre_scores_gemma":[0.1714063,0.007755916,0.00009613274,0.00004847708,0.0003283236,0.00003883199,0.0001220653,0.00005643405,0.8201476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2412324,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314381479714553,"score_gpt":0.2860297135687282,"score_spread":0.2428858987715827,"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."}}