{"id":"W4382241874","doi":"10.31540/jpm.v5i2.2029","title":"UPGRADING KESIAPAN BISNIS UMKM GULA SEMUT DI DESA SENDANG BARU LAMPUNG TENGAH MELALUI PELAKSANAAN PERIZINAN DAN SERTIFIKASI","year":2023,"lang":"id","type":"article","venue":"JURNAL CEMERLANG Pengabdian pada Masyarakat","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005161638,0.0008200094,0.0005388131,0.001261511,0.001484055,0.001984356,0.0007703908,0.0008614381,0.02500767],"category_scores_gemma":[0.0005588367,0.0003257807,0.0008375029,0.0010887,0.0004181307,0.001457021,0.001575701,0.001171884,0.007233075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276812,"about_ca_system_score_gemma":0.001982668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00893727,"about_ca_topic_score_gemma":0.02210937,"domain_scores_codex":[0.9994749,0.00005614057,0.00002651832,0.0001044131,0.0002224775,0.0001155403],"domain_scores_gemma":[0.9996947,0.00003209275,0.00003354284,0.00002586133,0.0001544462,0.00005945217],"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":[0.001748892,0.001220056,0.02351213,0.003741132,0.000181904,0.002537857,0.003110566,0.00493923,0.4105007,0.009616686,0.01320151,0.5256894],"study_design_scores_gemma":[0.0001129757,0.002674831,0.08365355,0.001201408,0.0004819349,0.001778588,0.009456732,0.006926622,0.254426,0.005670782,0.6334206,0.0001959951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613933,0.008945337,0.03364332,0.001953596,0.0009674933,0.0006483393,0.002435712,0.001431037,0.1885818],"genre_scores_gemma":[0.7565466,0.006058042,0.03016167,0.0005993146,0.00006564689,0.0002505255,0.00192534,0.0004752625,0.2039176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02500767,"threshold_uncertainty_score":0.08365899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401216343236611,"score_gpt":0.2803633282017637,"score_spread":0.2463511647693976,"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."}}