{"id":"W4410706813","doi":"10.29303/abdiinsani.v12i5.2471","title":"PENDAMPINGAN PEMENUHAN PERSYARATAN PENGAJUAN SERTIFIKAT HALAL UNTUK PRODUK OLAHAN IKAN YANG DIHASILKAN OLEH POKLAHSAR PUTRI BAHARI DI KAWASAN KONSERVASI GILI MATRA","year":2025,"lang":"id","type":"article","venue":"Jurnal Abdi Insani","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics; 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","insufficient_payload"],"category_scores_codex":[0.003024576,0.001545086,0.001671235,0.0007634393,0.006265267,0.002229552,0.002891338,0.0009082952,0.001650042],"category_scores_gemma":[0.0005201101,0.001545676,0.0009367106,0.002947979,0.00143456,0.001757093,0.0008977583,0.002767896,0.0009727677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124449,"about_ca_system_score_gemma":0.002592924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005031,"about_ca_topic_score_gemma":0.01243074,"domain_scores_codex":[0.9883561,0.001534947,0.002086641,0.002739437,0.002116425,0.003166516],"domain_scores_gemma":[0.9947308,0.0002407298,0.0008943913,0.001918057,0.0009370042,0.001279021],"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":[0.001691048,0.008655756,0.5712682,0.002728506,0.00261003,0.002103758,0.1290617,0.00003952676,0.0852774,0.04441745,0.03855357,0.1135931],"study_design_scores_gemma":[0.004283651,0.00133838,0.3271922,0.002473981,0.00218393,0.0001748281,0.07453341,0.0003099977,0.01520905,0.001075155,0.5664022,0.004823204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237201,0.003368509,0.0000482525,0.03643876,0.006229014,0.003313489,0.0002370947,0.0005090147,0.02613574],"genre_scores_gemma":[0.951363,0.0009222467,0.0001622246,0.001086164,0.001867187,0.0001453647,0.000107899,0.0001790317,0.04416694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5278486,"threshold_uncertainty_score":0.9998051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298816015348919,"score_gpt":0.3132964091716589,"score_spread":0.283414807636767,"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."}}