{"id":"W4287859343","doi":"10.17977/um078v3i32021p243-251","title":"PELATIHAN PEMBUATAN BROWNIES UBI JALAR DAN BRANDING SEBAGAI UPAYA DIVERSIFIKASI PANGAN BAHAN LOKAL DESA SUMBANGTIMUN","year":2021,"lang":"id","type":"article","venue":"Jurnal Graha Pengabdian","topic":"Food and Agricultural Sciences","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Agricultural science; Philosophy; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008380293,0.0009105107,0.0009283454,0.00008969945,0.003206349,0.001831019,0.001449775,0.0005171639,0.001753923],"category_scores_gemma":[0.000285795,0.0004240462,0.0009045634,0.002310904,0.0006405467,0.001500426,0.0006880306,0.001157656,0.0006010602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221812,"about_ca_system_score_gemma":0.0001536358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314473,"about_ca_topic_score_gemma":0.0144965,"domain_scores_codex":[0.9935459,0.0007380217,0.0009157685,0.001511385,0.001430364,0.001858514],"domain_scores_gemma":[0.9970419,0.0005085662,0.0004992165,0.0002919888,0.0004083289,0.001249962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002123327,0.00109256,0.4197848,0.0001799219,0.0004858059,0.001407963,0.005491132,0.00003349534,0.4891139,0.001480308,0.01909418,0.06162356],"study_design_scores_gemma":[0.0008444454,0.001052981,0.8627417,0.0005216466,0.0002544519,0.0003539819,0.02466701,0.0000918183,0.02452646,0.0002561752,0.08290236,0.001786937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769356,0.002910814,0.000001481174,0.01053049,0.001875312,0.0004100596,0.0002373643,0.0001665165,0.006932394],"genre_scores_gemma":[0.9856775,0.001187823,0.00009198828,0.0004651723,0.002107005,0.0000118232,0.000491739,0.00001060547,0.009956296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645875,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467576920688631,"score_gpt":0.2179086831221611,"score_spread":0.1932329139152748,"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."}}