{"id":"W4392164709","doi":"10.1177/10780874241233535","title":"Landscapes of Remunicipalization: A Critical Literature Review","year":2024,"lang":"en","type":"article","venue":"Urban Affairs Review","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Scope (computer science); Viewpoints; Phenomenon; Sociology; Epistemology; Regional science; Political science; Positive economics; Economic geography; Geography; Economics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006598061,0.00009777829,0.0002988634,0.000027062,0.00007774201,0.00005909417,0.0001772983,0.00006260435,0.001070635],"category_scores_gemma":[0.0009547393,0.00007732321,0.0001437571,0.00106492,0.00008510556,0.0002765098,0.00002461874,0.00009011738,0.00008930123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880685,"about_ca_system_score_gemma":0.0001077185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001345342,"about_ca_topic_score_gemma":0.00002810803,"domain_scores_codex":[0.9986088,0.0002047436,0.0003476847,0.0001935126,0.0004604219,0.000184843],"domain_scores_gemma":[0.9994401,0.0001092881,0.00005460007,0.0001976276,0.0001245168,0.00007391236],"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":[0.000001046685,0.00002263113,0.00007130366,0.03509098,0.000009688137,0.00001690341,0.0007040192,1.72555e-7,0.000001063501,0.5356374,0.4214996,0.006945195],"study_design_scores_gemma":[0.00002160213,0.00001389244,0.000006039315,0.1344746,0.0000884913,0.000002570055,0.00004806486,0.00002374716,0.000003021396,0.0004865314,0.8647501,0.00008131341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001924933,0.9092911,0.000330995,0.01002297,0.000244125,0.0003417242,0.00001397207,0.00007143905,0.07968175],"genre_scores_gemma":[0.01578933,0.9805868,0.00009914119,0.001499636,0.0001696469,0.00002153715,0.00003303121,0.000009714689,0.001791185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5351509,"threshold_uncertainty_score":0.9998425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596154427109574,"score_gpt":0.3376379549924409,"score_spread":0.3216764107213452,"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."}}