{"id":"W4400421154","doi":"10.31605/mandar.v6i2.3848","title":"Desa Yang Mandiri: Pengelolaan Keuangan Desa di Kecamatan Balige","year":2024,"lang":"id","type":"article","venue":"MANDAR Management Development and Applied Research Journal","topic":"Local Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business; Agricultural science; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004193485,0.0005732949,0.0004794307,0.0011815,0.002029687,0.00683748,0.0007802329,0.00114654,0.02347289],"category_scores_gemma":[0.006497823,0.0003411314,0.000639611,0.001395641,0.001567689,0.004337412,0.002755612,0.001968328,0.004191936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974269,"about_ca_system_score_gemma":0.005697119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007510272,"about_ca_topic_score_gemma":0.01471085,"domain_scores_codex":[0.9967273,0.001052355,0.0001799453,0.0004478737,0.001282925,0.0003096692],"domain_scores_gemma":[0.9952017,0.001894005,0.0004164955,0.0004174026,0.001626563,0.0004437938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00136984,0.0005841989,0.04820736,0.004259445,0.0002269383,0.001084952,0.03375433,0.0009642306,0.02623411,0.07672704,0.03703949,0.7695481],"study_design_scores_gemma":[0.00006395784,0.0007749826,0.05686468,0.00193922,0.0002648588,0.0007482472,0.03190121,0.0007167844,0.02081796,0.02354643,0.8622177,0.0001439887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3746334,0.04012733,0.02349029,0.03286367,0.001892568,0.0007190901,0.002091616,0.000617022,0.523565],"genre_scores_gemma":[0.7513357,0.02216312,0.01829856,0.004116341,0.0003634492,0.0005149707,0.001035428,0.0002477834,0.2019246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02347289,"threshold_uncertainty_score":0.07852459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318642440786531,"score_gpt":0.3475099694123127,"score_spread":0.2943235450044474,"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."}}