{"id":"W4207069780","doi":"10.4337/9781839106644","title":"A Research Agenda for Regional and Local Government","year":2021,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Government (linguistics); Public administration; Political science; Local government; Regional science; Business; 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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004385937,0.0002672273,0.0003743841,0.000180061,0.00120973,0.002463122,0.0007024962,0.0007223397,0.0001187765],"category_scores_gemma":[0.00107844,0.0002777645,0.0001904547,0.00009861842,0.0009648551,0.0004435055,0.0003756471,0.000991588,0.00002249473],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442521,"about_ca_system_score_gemma":0.006112681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008395404,"about_ca_topic_score_gemma":0.002766081,"domain_scores_codex":[0.9951369,0.0003378748,0.0003522779,0.0006564005,0.002681682,0.0008348462],"domain_scores_gemma":[0.9972188,0.001418753,0.0001638968,0.0002863963,0.0005558268,0.0003563552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001812241,0.000006734117,0.000006105822,0.00005612189,0.00005510603,0.00001371165,0.00438512,1.171057e-7,9.490411e-7,0.2907188,0.6773244,0.02741469],"study_design_scores_gemma":[0.0002515465,0.00003008755,0.00004456566,0.0002713354,0.00001631943,0.000004244313,0.001611433,0.000003054219,0.000005400246,0.04689553,0.9505635,0.000302935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004043545,0.0007329937,0.0001781973,0.01168925,0.0008393617,0.0006503241,0.00006364303,0.00007191292,0.9857339],"genre_scores_gemma":[0.0004326221,0.0002324952,0.000774565,0.001569426,0.003889168,0.0001402007,0.0001675575,0.00006240443,0.9927316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2732391,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334727449527696,"score_gpt":0.3736968654288055,"score_spread":0.2402241204760359,"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."}}