{"id":"W4411825788","doi":"10.63545/juan.v1.i1.1","title":"EDUKASI MANAJEMEN BISNIS GUNA MENGOPTIMALKAN PENGELOLAAN BUMDES DI KECAMATAN BRANG ENE KABUPATEN SUMBAWA BARAT","year":2024,"lang":"en","type":"article","venue":"JUAN Jurnal Pengabdian Nusantara","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business administration; Business","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":[0.0004505226,0.0006538153,0.0004614805,0.0006280261,0.002684727,0.002158542,0.0004659487,0.0007416727,0.02782062],"category_scores_gemma":[0.0004140283,0.0003119349,0.0002359101,0.0008335953,0.0005956469,0.001063896,0.001305878,0.0009872566,0.004245137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130539,"about_ca_system_score_gemma":0.002350625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891348,"about_ca_topic_score_gemma":0.02983457,"domain_scores_codex":[0.9997913,0.00003973797,0.00001053392,0.00004695374,0.00004825103,0.00006325696],"domain_scores_gemma":[0.9997858,0.00003877035,0.00001792243,0.00001198644,0.00005652755,0.00008903589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001795122,0.002371289,0.06532293,0.004082502,0.000106176,0.00858987,0.03621986,0.001865363,0.06948122,0.02545726,0.05113164,0.7335768],"study_design_scores_gemma":[0.00008230034,0.0005555472,0.1171396,0.0007163086,0.00008196361,0.001889836,0.03576419,0.001394904,0.01569979,0.002542323,0.8240607,0.00007260195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7533356,0.005795944,0.004038601,0.00392727,0.000670039,0.0004733947,0.0006145145,0.0004036055,0.230741],"genre_scores_gemma":[0.7869807,0.003793376,0.01001136,0.0003217881,0.00005924255,0.0002234652,0.0006074333,0.00009688256,0.1979057],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02782062,"threshold_uncertainty_score":0.09306926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451843576954985,"score_gpt":0.298817963161234,"score_spread":0.2742995273916842,"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."}}