{"id":"W4293916301","doi":"10.37339/jurpikat.v3i2.965","title":"Bagaimana Mempertahankan Kualitas Produksi UMKM Wilayah Kelurahan Krendang Kecamatan Tambora, Jakarta Barat.","year":2022,"lang":"id","type":"article","venue":"JURPIKAT (Jurnal Pengabdian Kepada 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.007268949,0.0017616,0.001842311,0.001083554,0.008055566,0.00250261,0.003653356,0.0005201609,0.01225706],"category_scores_gemma":[0.001539961,0.001970129,0.001098699,0.004053746,0.0010198,0.002690042,0.002248205,0.003067388,0.001918991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971523,"about_ca_system_score_gemma":0.003273703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365337,"about_ca_topic_score_gemma":0.003175046,"domain_scores_codex":[0.9825937,0.003428035,0.002638021,0.002743275,0.004770546,0.003826411],"domain_scores_gemma":[0.9930599,0.001319136,0.001508185,0.001647079,0.0005297153,0.001935977],"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":[0.00247124,0.00319378,0.1597088,0.001154983,0.002082933,0.004212769,0.1005182,0.0002443884,0.003462098,0.01990678,0.6384487,0.06459539],"study_design_scores_gemma":[0.002441795,0.0008788699,0.03326325,0.0004112161,0.0003629905,0.0002206995,0.05778592,0.000303636,0.000587746,0.001230394,0.898874,0.003639429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6152847,0.004214195,0.00001460338,0.00894638,0.006804917,0.002324297,0.0005291341,0.00057327,0.3613085],"genre_scores_gemma":[0.9371864,0.0004140314,0.0002681404,0.002656074,0.002597296,0.0003771484,0.0004559729,0.0003051005,0.05573982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3219017,"threshold_uncertainty_score":0.999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217011183329302,"score_gpt":0.2689436017799087,"score_spread":0.2467734899466157,"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."}}