{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019453,0.0007167141,0.0004424523,0.0008661812,0.002642785,0.008639071,0.001018805,0.002008807,0.04044645],"category_scores_gemma":[0.002297098,0.0004618019,0.000647767,0.001585484,0.001703747,0.00272281,0.002690504,0.001987619,0.007442847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005936492,"about_ca_system_score_gemma":0.0136628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03072574,"about_ca_topic_score_gemma":0.04996912,"domain_scores_codex":[0.9983892,0.0005432966,0.00007455436,0.0002510902,0.0003201561,0.0004217618],"domain_scores_gemma":[0.9986717,0.0003277917,0.0002015435,0.0001131559,0.0003275074,0.0003584105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005979426,0.0005922798,0.05549606,0.004084003,0.0003802234,0.001644059,0.009055465,0.009006692,0.01192611,0.4459787,0.1400093,0.3212292],"study_design_scores_gemma":[0.00007438198,0.0002421673,0.03693577,0.001288935,0.0001640805,0.0004352627,0.01253701,0.003302056,0.004332055,0.03641759,0.9041498,0.000120907],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1257513,0.01806084,0.0164575,0.04435126,0.001281596,0.0004965823,0.002757995,0.0004610017,0.790382],"genre_scores_gemma":[0.652858,0.01605608,0.01013756,0.003190021,0.00023211,0.0003085418,0.001288218,0.000151062,0.3157784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04044645,"threshold_uncertainty_score":0.1353069,"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."}}