{"id":"W4200049237","doi":"10.2478/quageo-2021-0039","title":"Proposals of European Citizens for Reviving the Future of Shrinking Areas","year":2021,"lang":"en","type":"article","venue":"Quaestiones Geographicae","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resizing; Political science; European commission; Theme (computing); Quarter (Canadian coin); Regional science; Public administration; Political economy; Sociology; Geography; European union; Business; Economic policy","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":[],"consensus_categories":[],"category_scores_codex":[0.001035664,0.00006222373,0.000130514,0.00006550392,0.0004248669,0.00003711944,0.000182812,0.00004558548,0.00007035419],"category_scores_gemma":[0.000413315,0.0000500627,0.0001110918,0.0007595246,0.0002096963,0.00006569525,0.0000311331,0.00007323201,0.000001505711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005344495,"about_ca_system_score_gemma":0.00007956466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006380856,"about_ca_topic_score_gemma":0.0003859232,"domain_scores_codex":[0.9988881,0.0003368067,0.0002402247,0.0001374411,0.0002522149,0.0001451894],"domain_scores_gemma":[0.9989429,0.0001975237,0.0001709842,0.0001658698,0.0004831531,0.00003962055],"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":[0.00001728665,0.0001159767,0.2666181,0.000165063,0.00007908134,0.000004890485,0.01380773,0.00006262644,0.001433139,0.684932,0.001874367,0.03088975],"study_design_scores_gemma":[0.0009319488,0.0001475551,0.4053307,0.001077211,0.0002566257,0.00001296436,0.05470326,0.0001997482,0.001653749,0.02619187,0.508911,0.0005834395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686672,0.01246997,0.01802543,0.03402136,0.00182145,0.001510789,0.00009551921,0.0003552583,0.06303306],"genre_scores_gemma":[0.9977594,0.000412149,0.001042263,0.000136252,0.0003308973,0.000006381791,0.00001738103,0.000009792508,0.0002854594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6587401,"threshold_uncertainty_score":0.3267775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741042382380603,"score_gpt":0.2803995145616703,"score_spread":0.2629890907378643,"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."}}