{"id":"W4414028718","doi":"10.61860/jigp.v4i2.263","title":"Strategi Kebijakan Akselerasi Sertifikasi Halal Bagi Usaha Mikro, Kecil, dan Menengah (UMKM) di Provinsi Kalimantan Timur Menyongsong Ibu Kota Negara (IKN) Nusantara","year":2025,"lang":"id","type":"article","venue":"JURNAL ILMIAH GEMA PERENCANA","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business; Business administration; Agricultural science; Biology","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":[0.002058474,0.001637021,0.001835879,0.0006804898,0.003520075,0.002551215,0.002738865,0.0009967197,0.001497591],"category_scores_gemma":[0.0002969232,0.001587488,0.0007864526,0.002536194,0.001484388,0.00175266,0.0006408352,0.002572896,0.0005226682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291774,"about_ca_system_score_gemma":0.005412153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03043276,"about_ca_topic_score_gemma":0.04328122,"domain_scores_codex":[0.9881755,0.001381981,0.002264185,0.002688037,0.002392711,0.003097624],"domain_scores_gemma":[0.9944404,0.0002833279,0.0009417575,0.001740589,0.001115477,0.001478388],"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":[0.001661316,0.006935033,0.3818914,0.002140627,0.003793055,0.003191922,0.05661653,0.0001287801,0.05120794,0.03465191,0.06739766,0.3903839],"study_design_scores_gemma":[0.005830924,0.001557868,0.4116538,0.002460919,0.003918893,0.0001966271,0.05220163,0.001022933,0.01002114,0.00109051,0.5039033,0.006141443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175875,0.003988119,0.00002301612,0.006848315,0.004042747,0.002357312,0.0002219322,0.0003042019,0.0646269],"genre_scores_gemma":[0.953945,0.001695973,0.0001574028,0.0008843626,0.00148492,0.0001779051,0.0001154321,0.0001537299,0.04138522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4365056,"threshold_uncertainty_score":0.9997282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075759414370443,"score_gpt":0.3075256223372448,"score_spread":0.2767680281935404,"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."}}