{"id":"W4414814100","doi":"10.51574/patikala.v1i4.413","title":"PENINGKATAN PROMOSI PRODUK UMKM MELALUI PENGURUSAN IZIN USAHA","year":2022,"lang":"id","type":"article","venue":"PATIKALA Jurnal Pengabdian Kepada Masyarakat","topic":"Management and Optimization Techniques","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Product (mathematics); Headlamp; Marketing communication","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003236215,0.001360708,0.001210962,0.001658843,0.003872059,0.002552102,0.002556466,0.0002531786,0.04320503],"category_scores_gemma":[0.0004669245,0.001531077,0.0006185073,0.002902703,0.0002638003,0.003364014,0.003123211,0.002226192,0.001994164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000548126,"about_ca_system_score_gemma":0.0002827125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006943717,"about_ca_topic_score_gemma":0.0002665502,"domain_scores_codex":[0.991364,0.0004940172,0.001863938,0.001924624,0.002526217,0.001827191],"domain_scores_gemma":[0.9956349,0.0001706485,0.001857184,0.00153955,0.0005862509,0.0002114429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001238799,0.003315483,0.108776,0.004153625,0.001062803,0.001782092,0.002606566,0.001391342,0.001315995,0.02946153,0.808893,0.0360027],"study_design_scores_gemma":[0.002355187,0.0004125112,0.007057367,0.0003236145,0.0007492623,0.0000551836,0.002558334,0.009958874,0.0005665507,0.001417751,0.9718676,0.002677797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1454726,0.007972923,0.003540757,0.02122875,0.01092384,0.01457055,0.0003751347,0.003846393,0.7920691],"genre_scores_gemma":[0.922009,0.0004814152,0.002030387,0.004259507,0.002899316,0.001057345,0.0009984992,0.0004332351,0.06583133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765364,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530506877803228,"score_gpt":0.2152436539758389,"score_spread":0.1999385851978066,"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."}}