{"id":"W4361244655","doi":"10.25157/ag.v5i1.10005","title":"EDUKASI DAN PENDAMPINGAN KEGIATAN PRODUKSI SAMILER DALAM UPAYA MENINGKATKAN MUTU PRODUKSI DAN PEMASARAN DIGITAL","year":2023,"lang":"id","type":"article","venue":"Abdimas Galuh","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; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003116784,0.00115247,0.001070218,0.0005792952,0.00212068,0.003008556,0.001760764,0.0005043704,0.000285246],"category_scores_gemma":[0.003230232,0.001186852,0.0005346496,0.00363247,0.001073243,0.002905968,0.001133645,0.0009035832,0.001905169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539199,"about_ca_system_score_gemma":0.001288329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457782,"about_ca_topic_score_gemma":0.0002699964,"domain_scores_codex":[0.9904317,0.0004925115,0.001460737,0.002303605,0.002450498,0.002860915],"domain_scores_gemma":[0.9959961,0.0007514561,0.0007126402,0.001187632,0.0004554474,0.0008966806],"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":[0.0003926845,0.0009512602,0.7750186,0.0008258082,0.0007417359,0.0005461921,0.08162751,0.00001735706,0.00157666,0.01006213,0.04771942,0.08052063],"study_design_scores_gemma":[0.001855887,0.0004402097,0.3306322,0.001044823,0.0002023248,0.00004146799,0.04074027,0.0002109741,0.001191467,0.001227895,0.6192108,0.003201585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6180441,0.0003309846,0.000009079991,0.003556732,0.003243336,0.001617836,0.00005351335,0.001235159,0.3719093],"genre_scores_gemma":[0.9128687,0.0002562558,0.0001973706,0.0001967308,0.001959302,0.0001275733,0.0005959653,0.0002228946,0.08357517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714914,"threshold_uncertainty_score":0.9991784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950443018284239,"score_gpt":0.2829716159614599,"score_spread":0.2534671857786175,"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."}}