{"id":"W4389111029","doi":"10.35326/pkm.v6i2.3231","title":"PENDAMPINGAN PERIZINAN PIRT DAN SERTIFIKASI HALAL PRODUK BAKPIA DAN MAKANAN RINGAN PELAKU UMKM DUSUN LOPATI, TRIMURTI, SRANDAKAN, BANTUL","year":2022,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":2,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00554366,0.002336786,0.002661776,0.001090461,0.01107481,0.002113453,0.004303231,0.0007161481,0.005256926],"category_scores_gemma":[0.0008637663,0.002562166,0.001518426,0.003765316,0.001814975,0.001886853,0.001817218,0.00538653,0.0005711563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004315,"about_ca_system_score_gemma":0.003698072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004687781,"about_ca_topic_score_gemma":0.00569244,"domain_scores_codex":[0.9794122,0.00409431,0.003120041,0.004088955,0.004755911,0.004528575],"domain_scores_gemma":[0.9914545,0.0003954025,0.001882443,0.002886807,0.0007857383,0.00259506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007933476,0.01445311,0.1706914,0.002908487,0.003175793,0.02044884,0.2686895,0.0006359314,0.1668723,0.01149531,0.06939201,0.2633039],"study_design_scores_gemma":[0.004155107,0.001835361,0.05107246,0.0003738331,0.001154041,0.0008179275,0.04013763,0.0002809914,0.00901827,0.00009949342,0.8866407,0.004414184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495866,0.003308505,0.00001598997,0.01441137,0.009160284,0.004455958,0.000499643,0.0006277893,0.01793386],"genre_scores_gemma":[0.9545546,0.0005883159,0.0001807601,0.001626878,0.003238362,0.0006952992,0.0003160404,0.0005048657,0.03829487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8172487,"threshold_uncertainty_score":0.9989371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630606328347144,"score_gpt":0.2749805786826258,"score_spread":0.2486745153991544,"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."}}