{"id":"W4390598427","doi":"10.31764/jp-publik.v3i2.20902","title":"PENYULUHAN STRATEGI PEMASARAN UMKM DESA PINANG SEBATANG TIMUR KABUPATEN SIAK","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengabdian Publik (JP-Publik)","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business","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":[0.008395742,0.0014604,0.00147378,0.002206996,0.003572944,0.01160343,0.003319166,0.001129354,0.005345148],"category_scores_gemma":[0.00347147,0.001518641,0.0009629509,0.008562604,0.0009224375,0.009051573,0.001235397,0.00224057,0.006722413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106581,"about_ca_system_score_gemma":0.004208125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259161,"about_ca_topic_score_gemma":0.00343452,"domain_scores_codex":[0.9862292,0.001430016,0.002236687,0.002155964,0.003487303,0.00446084],"domain_scores_gemma":[0.9925607,0.001407425,0.001251164,0.001153307,0.001214409,0.002412938],"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":[0.0006288794,0.00101116,0.282562,0.001068154,0.001162109,0.002217539,0.02751492,0.00003570198,0.0007114155,0.02591726,0.5912086,0.06596232],"study_design_scores_gemma":[0.003253415,0.0004824938,0.4239368,0.0009788725,0.0002418868,0.0001112529,0.05060562,0.001082057,0.000142007,0.004067247,0.5112665,0.003831826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4491915,0.001033028,0.00003311545,0.02119824,0.006321354,0.001552743,0.0002773636,0.001468829,0.5189238],"genre_scores_gemma":[0.9194592,0.0009270404,0.0001912227,0.0009829329,0.002994091,0.0001151223,0.0008657228,0.000260761,0.07420386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4702677,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804037210062233,"score_gpt":0.2944984513770403,"score_spread":0.2464580792764179,"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."}}