{"id":"W4382540330","doi":"10.52072/abdine.v3i1.547","title":"Pelatihan Pembuatan Produk Pangan Potensi Tersimpan Beku Bagi UMKM Di Desa Keboananom, Gedangan, Sidoarjo","year":2023,"lang":"id","type":"article","venue":"ABDINE Jurnal Pengabdian Masyarakat","topic":"SMEs Development and Digital Marketing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; Humanities; Philosophy","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"],"category_scores_codex":[0.004415181,0.001276028,0.001285127,0.001072679,0.002922156,0.001719032,0.001771312,0.0006261689,0.0008635926],"category_scores_gemma":[0.002646949,0.001313035,0.000785394,0.004233925,0.0009791879,0.002009179,0.0008830499,0.001519497,0.005313284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007296283,"about_ca_system_score_gemma":0.001179637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007486375,"about_ca_topic_score_gemma":0.00202275,"domain_scores_codex":[0.9899118,0.001070164,0.00162208,0.001829286,0.002334809,0.003231884],"domain_scores_gemma":[0.9946796,0.001232827,0.0008649929,0.001010301,0.0005671683,0.001645084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009084858,0.0007290759,0.6771175,0.0007350665,0.001125042,0.00332257,0.04232443,0.00007015312,0.006101332,0.003581762,0.1753545,0.08863014],"study_design_scores_gemma":[0.002549336,0.0006004121,0.735218,0.001049771,0.0004179677,0.0001438442,0.02805172,0.0006093526,0.001307783,0.001584489,0.2250129,0.003454457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738118,0.0007543354,0.00001194983,0.0119711,0.003355077,0.001450045,0.0001176451,0.0008297834,0.1076982],"genre_scores_gemma":[0.9326525,0.0008579472,0.0001828179,0.0007753554,0.00272336,0.00005321052,0.0003083154,0.0002289131,0.06221756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08517568,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810686681706949,"score_gpt":0.2723602731436282,"score_spread":0.2442534063265587,"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."}}