{"id":"W4416856308","doi":"10.5117/9789089649317-18","title":"Small-scale, Bottom-up","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Global Urban Networks and Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Global city; Quarter (Canadian coin); The Renaissance; Production (economics); Transformation processes","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":[0.00180003,0.001128157,0.0003887913,0.001082663,0.004047147,0.007390638,0.001458371,0.0007605256,0.02257316],"category_scores_gemma":[0.002977014,0.0004921301,0.0005908076,0.001487122,0.005638299,0.00325731,0.007344005,0.001783232,0.01042743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004726171,"about_ca_system_score_gemma":0.007406613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888986,"about_ca_topic_score_gemma":0.03404943,"domain_scores_codex":[0.9984103,0.0003052092,0.00004652772,0.0004277779,0.0004716023,0.0003385644],"domain_scores_gemma":[0.9974318,0.0003299056,0.0001430022,0.00090715,0.0006294614,0.0005585704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001242921,0.0004025708,0.02015552,0.0009513003,0.0001354997,0.001683305,0.03898552,0.008833996,0.01106338,0.3689328,0.1002702,0.4484616],"study_design_scores_gemma":[0.00003185477,0.0003266844,0.02351141,0.0003675699,0.00008319371,0.0003069434,0.01587357,0.005165091,0.003864149,0.1164734,0.8339168,0.00007924119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09523777,0.001454426,0.1120537,0.006655099,0.0006238167,0.00114675,0.0007235524,0.003150294,0.7789546],"genre_scores_gemma":[0.7212693,0.001799466,0.04561869,0.001802808,0.0002038334,0.0005824203,0.0008262814,0.001092452,0.2268047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02257316,"threshold_uncertainty_score":0.07551467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217540829703381,"score_gpt":0.2522720434470189,"score_spread":0.2305179604766808,"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."}}