{"id":"W4283465332","doi":"10.31540/jpm.v4i2.1606","title":"PENINGKATAN KETERAMPILAN MENAPIS DENGAN PAPAN TEKANG BAGI PENGRAJIN PEMULA DI DESA NEGERI KATON PROVINSI LAMPUNG","year":2022,"lang":"id","type":"article","venue":"JURNAL CEMERLANG Pengabdian pada Masyarakat","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Art; Humanities","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":[],"category_scores_codex":[0.003924499,0.001183949,0.001172552,0.0006451969,0.005779463,0.00187019,0.002107258,0.0003391747,0.001747826],"category_scores_gemma":[0.0008514489,0.00129563,0.0007042935,0.001932661,0.0004820964,0.001499085,0.001472587,0.002438704,0.0003095569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155585,"about_ca_system_score_gemma":0.001496628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331006,"about_ca_topic_score_gemma":0.002512852,"domain_scores_codex":[0.9886633,0.002507741,0.001551626,0.001680487,0.002964421,0.002632395],"domain_scores_gemma":[0.995442,0.001130668,0.001076773,0.0008682445,0.0002713609,0.001210974],"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":[0.002282673,0.001786514,0.6857767,0.001184343,0.00132,0.004439265,0.1225143,0.0002107151,0.01492604,0.008318598,0.06645434,0.09078646],"study_design_scores_gemma":[0.003010109,0.001001347,0.08923054,0.0005001759,0.000362298,0.0003148828,0.07347742,0.0006193034,0.001289221,0.0003378439,0.826085,0.003771902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867458,0.002293398,0.00002542842,0.002596132,0.003866212,0.001774152,0.0001474286,0.0004609231,0.1020905],"genre_scores_gemma":[0.9568427,0.0002553014,0.0003088025,0.001039585,0.001365941,0.0002320593,0.0003870255,0.0002285496,0.03933999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7596306,"threshold_uncertainty_score":0.9998627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184431298186208,"score_gpt":0.2560732934304007,"score_spread":0.2342289804485386,"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."}}