{"id":"W4381833021","doi":"10.37695/pkmcsr.v5i0.1651","title":"PELATIHAN DAN PENDAMPINGAN YANG STRATEGIS BAGI UMKM MAKANAN DAN MINUMAN SKALA RUMAH TANGGA","year":2022,"lang":"id","type":"article","venue":"Prosiding Konferensi Nasional Pengabdian Kepada Masyarakat dan Corporate Social Responsibility (PKM-CSR)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00157334,0.001178609,0.0006653278,0.001071979,0.003388179,0.006894514,0.001439747,0.001757419,0.04197044],"category_scores_gemma":[0.001919201,0.000536169,0.0007069747,0.0009860388,0.001539798,0.00529294,0.005074237,0.002102143,0.01422491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090191,"about_ca_system_score_gemma":0.006179104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0076954,"about_ca_topic_score_gemma":0.01620061,"domain_scores_codex":[0.9984422,0.0003275983,0.000082937,0.0003612624,0.0004628198,0.0003231761],"domain_scores_gemma":[0.9989157,0.0001674455,0.0001110198,0.0001272179,0.0003759311,0.0003028076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008476766,0.0007447854,0.02473215,0.00421624,0.0002064171,0.003100882,0.02870446,0.002676051,0.04500576,0.1339081,0.07345863,0.6823989],"study_design_scores_gemma":[0.00002609579,0.0003625502,0.01296205,0.0009209302,0.0001282901,0.0007445108,0.01869988,0.001457744,0.01317677,0.01252701,0.9388895,0.0001045431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.149386,0.01291487,0.05615295,0.01576644,0.00183246,0.000914445,0.0009557818,0.00184275,0.7602342],"genre_scores_gemma":[0.4973901,0.01046409,0.04337896,0.003081519,0.0002792742,0.0005584567,0.001017059,0.0005325215,0.4432981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04197044,"threshold_uncertainty_score":0.1404051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975705383518351,"score_gpt":0.2948562847360583,"score_spread":0.2150992309008748,"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."}}