{"id":"W4388076348","doi":"10.52266/taroa.v2i2.1120","title":"Pemberdayaan Masyarakat Melalui Inovasi Pengolahan Pangan Berbasis Gula Jawa di Desa Jatirejo, Kaligesing, Purworejo","year":2023,"lang":"id","type":"article","venue":"Taroa Jurnal Pengabdian Masyarakat","topic":"Food and Agricultural Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; 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","insufficient_payload"],"category_scores_codex":[0.002544459,0.001822711,0.001721236,0.0003442224,0.003585037,0.002134739,0.003304898,0.0009264247,0.002743889],"category_scores_gemma":[0.000515214,0.0008816113,0.001367973,0.006766121,0.001147098,0.001759044,0.001104165,0.001877609,0.006824264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963207,"about_ca_system_score_gemma":0.0002451463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314379,"about_ca_topic_score_gemma":0.006141937,"domain_scores_codex":[0.9879754,0.001181448,0.001895053,0.002587744,0.002629281,0.003731037],"domain_scores_gemma":[0.9948135,0.0009587915,0.001043492,0.0006444013,0.0004958293,0.002043983],"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":[0.0005562466,0.001377973,0.07440443,0.0004490585,0.000733271,0.001789682,0.004546528,0.0002401131,0.4875063,0.003483701,0.1836885,0.2412242],"study_design_scores_gemma":[0.0009674754,0.001917798,0.7090371,0.0006751808,0.0003321948,0.0003494436,0.008226506,0.0004567094,0.01460328,0.0007228318,0.2596398,0.003071654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621815,0.002198125,0.000001189704,0.01698612,0.002815602,0.001319957,0.0003771439,0.000823077,0.0132973],"genre_scores_gemma":[0.9532548,0.001942502,0.0001119917,0.0009532048,0.00380205,0.00009818975,0.0006616543,0.00003696499,0.03913867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346327,"threshold_uncertainty_score":0.9994518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286018494436989,"score_gpt":0.2364949015052068,"score_spread":0.2078930520615079,"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."}}