{"id":"W4389196824","doi":"10.18280/ijsdp.181115","title":"The Village Fund Program and Indonesia’s 18th Sustainable Development Goal: A Bibliometric and Content Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Local Governance and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Business; Environmental planning; Environmental economics; Agricultural economics; Economic growth; Environmental resource management; Regional science; Economics; Political science; Environmental science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003727882,0.0001896293,0.0002466165,0.003860025,0.001375608,0.001049878,0.0003531606,0.00007166327,0.000005520435],"category_scores_gemma":[0.0005494889,0.0001390801,0.00002750211,0.004523317,0.0001585392,0.0006400398,0.0004052815,0.0002144302,0.000002751025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738194,"about_ca_system_score_gemma":0.001082642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002606603,"about_ca_topic_score_gemma":0.00007038934,"domain_scores_codex":[0.9971834,0.0001027415,0.0006236436,0.0002316072,0.001202682,0.0006559197],"domain_scores_gemma":[0.9977067,0.0003968203,0.0003767046,0.00005856821,0.001229735,0.0002315218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004088564,0.0002543944,0.5459375,0.00008756472,0.0006703013,0.007009672,0.1766473,0.00002123057,0.000008860376,0.01070411,0.00288653,0.2553637],"study_design_scores_gemma":[0.0007242866,0.000081283,0.4002022,0.00005540809,0.000008980426,0.0000244072,0.3562909,0.000006335212,0.00002219499,0.0001656559,0.2422786,0.0001397652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994701,0.00204129,0.00007930224,0.0009909164,0.0003045766,0.0006213763,5.611582e-7,0.00004523852,0.001215731],"genre_scores_gemma":[0.991144,0.001132901,0.000660278,0.00009566914,0.0001452777,0.00005724059,0.000003875393,0.00001379895,0.006746984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255224,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407915065711168,"score_gpt":0.3393757396689597,"score_spread":0.285296589011848,"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."}}