{"id":"W4416248466","doi":"10.47709/educendikia.v5i02.7100","title":"Model Desa Berbasis Riset di Desa Kesongo Kecamatan Tuntang Kabupaten Semarang Miniatur Penyelenggaraan Pemerintahan di Indonesia","year":2025,"lang":"","type":"article","venue":"Edu Cendikia Jurnal Ilmiah Kependidikan","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Empowerment; Documentation; Government (linguistics); Focus group; Local government; Corporate governance; Qualitative research; Data collection; Community development","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","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002972142,0.002091584,0.002348064,0.0009937366,0.004002184,0.001494847,0.003548503,0.001467046,0.0009089971],"category_scores_gemma":[0.000393999,0.002153824,0.001308274,0.003349704,0.001214527,0.002210354,0.00133474,0.002634178,0.0007345927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828627,"about_ca_system_score_gemma":0.004535912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004492237,"about_ca_topic_score_gemma":0.004876354,"domain_scores_codex":[0.9853636,0.001282252,0.002961512,0.00277992,0.003479464,0.004133235],"domain_scores_gemma":[0.9935997,0.0006537632,0.001628781,0.001675203,0.0006114296,0.001831122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004598652,0.004597314,0.5834083,0.001550862,0.004278445,0.002146107,0.07783432,0.00239678,0.004539782,0.05147838,0.07965899,0.183512],"study_design_scores_gemma":[0.009135398,0.0007322358,0.7276611,0.004381738,0.002265915,0.0001779342,0.02192986,0.01490254,0.009888277,0.00400663,0.197475,0.00744338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338839,0.006055037,0.001600912,0.005210549,0.006047707,0.002288125,0.0006236818,0.0004019054,0.04388819],"genre_scores_gemma":[0.9750486,0.007710102,0.001385012,0.001232945,0.001445754,0.0002399781,0.0001673746,0.0002077525,0.01256249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760687,"threshold_uncertainty_score":0.9998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019152364560929,"score_gpt":0.287409945989913,"score_spread":0.268257581428984,"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."}}