{"id":"W1977391643","doi":"10.1007/s00168-012-0497-1","title":"Strangers in our midst: the usefulness of exploring polycentricity","year":2012,"lang":"en","type":"article","venue":"The Annals of Regional Science","topic":"Regional Economics and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Polycentricity; Economic geography; Economies of agglomeration; Metropolitan area; Prima facie; Scale (ratio); Empirical evidence; Economics; Economies of scale; Geography; Economic growth; Political science; Cartography; Microeconomics; Corporate governance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002951859,0.00029214,0.000598628,0.001519858,0.003155518,0.005525973,0.0009956141,0.001276319,0.0107793],"category_scores_gemma":[0.01929288,0.0002582264,0.0004242253,0.002366147,0.009486941,0.0103729,0.004104301,0.001511611,0.0006078427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609228,"about_ca_system_score_gemma":0.001001465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009109319,"about_ca_topic_score_gemma":0.01302243,"domain_scores_codex":[0.9979089,0.001408319,0.00003472952,0.0003488511,0.0001477698,0.0001514135],"domain_scores_gemma":[0.9883824,0.006440199,0.001785162,0.001444863,0.0009475569,0.000999818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002461807,0.00007055421,0.03442595,0.0001019915,0.00008854183,0.0003645214,0.02861737,0.003134931,0.0002661444,0.8941151,0.004453794,0.03411484],"study_design_scores_gemma":[0.00005629141,0.00006966032,0.01168382,0.00008601993,0.00005817253,0.0003781338,0.03291591,0.009704188,0.0001339222,0.9197376,0.02513706,0.00003921358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.721899,0.002223019,0.07592411,0.01125819,0.000242651,0.00004284682,0.000230102,0.00007390809,0.1881062],"genre_scores_gemma":[0.9945055,0.0002431022,0.003117093,0.0002320193,0.00004579798,0.00001449594,0.00003696457,0.00002798328,0.00177715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107793,"threshold_uncertainty_score":0.03606033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3524084917977849,"score_gpt":0.3058873407173157,"score_spread":0.04652115108046923,"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."}}