{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001736028,0.0004855316,0.0004686064,0.0004464453,0.001244594,0.00192365,0.000853878,0.0002328207,0.0007288607],"category_scores_gemma":[0.0002484974,0.0004736237,0.0003091533,0.001022934,0.0003327584,0.001682044,0.0002090984,0.0006498198,0.0003801959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201312,"about_ca_system_score_gemma":0.0006669456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455606,"about_ca_topic_score_gemma":0.002917913,"domain_scores_codex":[0.995891,0.0003729401,0.0006846646,0.0007818821,0.001024934,0.001244553],"domain_scores_gemma":[0.9981887,0.0005238125,0.0001458622,0.0003573709,0.0001281911,0.0006560151],"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":[0.0005437923,0.0006070475,0.3217179,0.001067236,0.001349173,0.003512176,0.09292679,0.00009477262,0.003955197,0.05828125,0.08281925,0.4331254],"study_design_scores_gemma":[0.001098681,0.0002338175,0.4129021,0.001233235,0.0002180968,0.0000916159,0.02260862,0.0009449904,0.0009348001,0.00250458,0.5548605,0.002368874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6847685,0.001589419,0.00005107057,0.002347008,0.001339597,0.0004410072,0.0000330372,0.0005356807,0.3088947],"genre_scores_gemma":[0.9920234,0.0009204889,0.000303024,0.0003017212,0.001329631,0.00003679609,0.00006693834,0.00009120219,0.004926774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4720413,"threshold_uncertainty_score":0.9997715,"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."}}