{"id":"W1840463354","doi":"10.22215/timreview/935","title":"Governance Solutions for Wicked Problems: Metropolitan Innovation Ecosystems as Frontrunners to Sustainable Well-Being","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Corporate governance; Metropolitan area; Spillover effect; Economics; Economic system; Phase (matter); Economic geography; Political science; Geography; Management; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003279199,0.0001745328,0.0003066342,0.001070071,0.000568738,0.00007654254,0.0004876897,0.0001364037,0.00004123862],"category_scores_gemma":[0.00119478,0.0001788244,0.00003660458,0.01087194,0.0001649993,0.0005180546,0.0001735415,0.0001128297,0.0002214783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395971,"about_ca_system_score_gemma":0.000285447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000879021,"about_ca_topic_score_gemma":0.0002250249,"domain_scores_codex":[0.9977667,0.00006814319,0.0007254274,0.0003423936,0.0004239772,0.0006733947],"domain_scores_gemma":[0.9978315,0.00002820614,0.0004231329,0.0003087033,0.001361396,0.00004703046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003895007,0.00002046718,0.0001239711,0.0006172381,0.00004135025,0.000001491466,0.0002245171,0.000002611077,0.000005443311,0.8295892,0.1622001,0.007169633],"study_design_scores_gemma":[0.0002492293,0.0000415289,0.00003293464,0.000550283,0.00002870312,7.470568e-7,0.003962776,0.000006339844,0.0000139455,0.1870808,0.8078581,0.0001745655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008394661,0.01032687,0.03805732,0.3229452,0.0008178426,0.01241296,0.000006819381,0.001130781,0.6059075],"genre_scores_gemma":[0.4804806,0.03704098,0.02856063,0.03510505,0.0008665971,0.009826017,0.0005597726,0.0001405649,0.4074198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.645658,"threshold_uncertainty_score":0.7292246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318941817888423,"score_gpt":0.3414500768084175,"score_spread":0.2982606586295333,"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."}}