{"id":"W4390364872","doi":"10.31540/jpm.v6i1.2608","title":"PEMBERDAYAAN KADER SARISEJAYA DALAM PEMBUATAN PENCIL BOX BAMBOO DENGAN MOTIF BATIK DURIAN SEBAGAI UPAYA MELESTARIKAN BUDAYA LOKAL LUBUKLINGGAU","year":2023,"lang":"id","type":"article","venue":"JURNAL CEMERLANG Pengabdian pada Masyarakat","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Bamboo; Humanities; Art; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004502432,0.0008751887,0.0008903552,0.0005106357,0.001407192,0.00224273,0.0006062695,0.001093731,0.02345653],"category_scores_gemma":[0.000520922,0.0005318403,0.000746589,0.0005317387,0.0008133507,0.002328547,0.001163487,0.001864794,0.006891841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923015,"about_ca_system_score_gemma":0.001140002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010971,"about_ca_topic_score_gemma":0.004852411,"domain_scores_codex":[0.9996625,0.00004260855,0.00001921427,0.0001100117,0.00009401407,0.00007167555],"domain_scores_gemma":[0.9996089,0.00007240731,0.00006015086,0.00005326189,0.000110861,0.00009446008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000706572,0.0001522318,0.002408764,0.00135193,0.00006675646,0.0008403548,0.0009718377,0.0002496602,0.9438174,0.005018907,0.002249675,0.04216595],"study_design_scores_gemma":[0.00005763154,0.0007597267,0.02008846,0.0003890854,0.0001752969,0.002145839,0.003017186,0.000940665,0.6177304,0.004684978,0.3498806,0.0001301286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7208951,0.03557102,0.06316977,0.005147738,0.002459469,0.0004363676,0.003036164,0.001887984,0.1673965],"genre_scores_gemma":[0.7297443,0.01170553,0.04415926,0.001584727,0.0002105534,0.0003061863,0.002541417,0.0006192505,0.2091288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02345653,"threshold_uncertainty_score":0.07846987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737689524207438,"score_gpt":0.2237799712908222,"score_spread":0.2064030760487478,"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."}}