{"id":"W1518949471","doi":"10.1093/aepp/ppr006","title":"The Winners' Choice: Sustainable Economic Strategies for Successful 21st‐Century Regions","year":2011,"lang":"en","type":"preprint","venue":"Applied Economic Perspectives and Policy","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sustainability; Attractiveness; Productivity; Urbanization; Globalization; Corporate governance; Economics; Scale (ratio); Economic geography; Economic system; Business; Economic growth; Market economy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005936401,0.0004001815,0.0004476251,0.0002402479,0.002111568,0.0009674346,0.0008043601,0.0003767814,0.00008560409],"category_scores_gemma":[0.00004762604,0.0003585589,0.00022072,0.00006382329,0.001177865,0.0002913612,0.0004391879,0.0003580012,0.00006176473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434657,"about_ca_system_score_gemma":0.004748749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06680556,"about_ca_topic_score_gemma":0.009773358,"domain_scores_codex":[0.9977805,0.00007422193,0.0003839268,0.0007284269,0.00007894252,0.0009539816],"domain_scores_gemma":[0.9984193,0.000473285,0.0003650337,0.0004360921,0.00006052865,0.0002457266],"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":[0.00004453698,0.00001396419,0.00007462443,0.00003715684,0.0001621094,2.612296e-7,0.04728534,0.00005577846,9.093596e-7,0.9405488,0.01063149,0.001145047],"study_design_scores_gemma":[0.000217942,0.000009571027,0.0007613287,0.000007489255,0.0000225732,5.589197e-7,0.1586873,0.000007605758,0.000001711875,0.3849314,0.4550661,0.0002864056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06558932,0.00309187,0.00002810383,0.01933064,0.0006670808,0.002065148,0.0001167813,0.0001464269,0.9089646],"genre_scores_gemma":[0.9370649,0.03985439,0.0001176653,0.0003133552,0.005811167,0.0007441864,0.00004420617,0.00006137747,0.01598873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8929759,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064652635092862,"score_gpt":0.3144870655750722,"score_spread":0.2938405392241436,"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."}}