{"id":"W4390577475","doi":"10.4018/978-1-6684-8963-5.ch006","title":"People-Centered Urban Governance in Latin America and the Caribbean","year":2024,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Corporate governance; Political science; Inclusion (mineral); Citizen journalism; Urban planning; Urbanization; Sustainable development; Environmental planning; Economic growth; Geography; Sociology; Business; Social science; Economics; Engineering","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":[0.002495171,0.0003535201,0.0005350618,0.000112571,0.0004008438,0.0002883071,0.0003361302,0.0003161022,0.00008043654],"category_scores_gemma":[0.001746409,0.0002558343,0.00007599458,0.0002779552,0.002891392,0.0004691135,0.0002920333,0.0009943519,0.000007001272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006156811,"about_ca_system_score_gemma":0.0007768506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003154964,"about_ca_topic_score_gemma":0.005358008,"domain_scores_codex":[0.997052,0.0003844501,0.0005733044,0.0007952729,0.0006105516,0.0005844861],"domain_scores_gemma":[0.997786,0.00114677,0.0003833496,0.0003086812,0.0002651826,0.0001100218],"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":[0.0003021525,0.0001144465,0.03711123,0.0005982574,0.00002758404,0.0000712106,0.0649944,2.898252e-7,2.12244e-8,0.8749371,0.0004849599,0.02135838],"study_design_scores_gemma":[0.0007627797,0.000085415,0.03382405,0.0002281446,0.00006739667,0.000004125899,0.02766585,0.00004235993,1.227588e-7,0.1596748,0.777187,0.0004578995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007028898,0.1121498,0.000001129115,0.1372138,0.0005790556,0.0047133,0.00002980129,0.0001182351,0.738166],"genre_scores_gemma":[0.8360649,0.02424468,0.00007864759,0.0002053562,0.0001684169,0.0002431507,0.000007930689,0.00003549464,0.1389515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8290359,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521008813337695,"score_gpt":0.2967746592092344,"score_spread":0.2815645710758575,"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."}}