{"id":"W4389338660","doi":"10.37695/pkmcsr.v6i0.1872","title":"PENINGKATAN KOMPETENSI EMKM DAN BUMDES: PELATIHAN DAN PENDAMPINGAN AKUNTANSI KEUANGAN DI WILAYAH CIGANITRI, KABUPATEN BANDUNG","year":2023,"lang":"id","type":"article","venue":"Prosiding Konferensi Nasional Pengabdian Kepada Masyarakat dan Corporate Social Responsibility (PKM-CSR)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; Mathematics; Art","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01369242,0.002897443,0.003399516,0.001782134,0.01035418,0.003975935,0.002851352,0.002039597,0.0002224444],"category_scores_gemma":[0.01685554,0.003211603,0.001671477,0.008615862,0.003365589,0.003125597,0.002559925,0.003776416,0.0006640294],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799126,"about_ca_system_score_gemma":0.008285687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009450796,"about_ca_topic_score_gemma":0.003681959,"domain_scores_codex":[0.9743571,0.006437819,0.003856708,0.004897899,0.005409563,0.005040887],"domain_scores_gemma":[0.982397,0.007361729,0.003324817,0.001808161,0.002707943,0.00240033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01080318,0.001826331,0.755366,0.001932869,0.001520705,0.004493783,0.08215549,0.00006245964,0.08639699,0.03034134,0.009818813,0.01528205],"study_design_scores_gemma":[0.005354788,0.00107346,0.8483036,0.00259865,0.0007897879,0.0001397742,0.08920731,0.001782184,0.01127208,0.008246743,0.02384624,0.007385359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726769,0.0004080978,0.00002825307,0.004230801,0.004678763,0.003726945,0.00060602,0.001960714,0.0116835],"genre_scores_gemma":[0.9837846,0.0003693655,0.0003583756,0.0004576336,0.002472728,0.0001940308,0.002218026,0.0005656474,0.009579613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09293763,"threshold_uncertainty_score":0.9993467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904018777326089,"score_gpt":0.3030410450656092,"score_spread":0.2126391673330004,"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."}}