{"id":"W4384134508","doi":"10.37676/ekombis.v11i1.3187","title":"PEMANFAATAN DIGITAL MARKETING SEBAGAI PELUANG USAHA OLEH UMKM DI WILAYAH PERBATASAN","year":2023,"lang":"id","type":"article","venue":"EKOMBIS REVIEW Jurnal Ilmiah Ekonomi dan Bisnis","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science; Business administration; Business; Humanities; 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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006937633,0.0013631,0.00203072,0.0005940029,0.002218093,0.003037944,0.002160424,0.0004780791,0.0003330344],"category_scores_gemma":[0.005176702,0.001378364,0.001374708,0.004089254,0.0008440017,0.003071649,0.001453859,0.001167248,0.002568381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008660821,"about_ca_system_score_gemma":0.001063943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254538,"about_ca_topic_score_gemma":0.00008283849,"domain_scores_codex":[0.9893108,0.001443538,0.002633674,0.001884577,0.00197235,0.002755089],"domain_scores_gemma":[0.9938044,0.001993126,0.001443521,0.00108291,0.0004061647,0.00126988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000267445,0.0003322454,0.449433,0.005621384,0.0006107345,0.0005176595,0.003527201,0.00001098242,0.00004363687,0.0004402407,0.1712127,0.3679827],"study_design_scores_gemma":[0.0008881964,0.0001147832,0.1962969,0.01200866,0.0003105547,0.00007079114,0.004238613,0.0001546705,0.00002144351,0.00001881641,0.7840195,0.001857026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6120331,0.05995488,0.00001116632,0.009463769,0.003562804,0.002360872,0.0003345474,0.0009114367,0.3113675],"genre_scores_gemma":[0.7896461,0.1903561,0.00002786449,0.002056757,0.002034363,0.0001575448,0.0007798173,0.0002902182,0.0146512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6128068,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304436194903109,"score_gpt":0.2949074117984882,"score_spread":0.2644637923081773,"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."}}