{"id":"W4408844093","doi":"10.18280/ijsse.150208","title":"Prioritizing Risks in Production Activities: A Study of Salt Processing Enterprises in the Central Region of Vietnam","year":2025,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Business; Environmental planning; Environmental protection; Risk analysis (engineering); Environmental health; Environmental science; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001923694,0.0002764493,0.0002686465,0.0007108048,0.002802131,0.001773463,0.0005505872,0.0004859341,0.001151621],"category_scores_gemma":[0.002590953,0.0003282546,0.000165044,0.001083346,0.001440112,0.001507901,0.001468371,0.0005894916,0.0000770016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002885907,"about_ca_system_score_gemma":0.005106154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03545386,"about_ca_topic_score_gemma":0.06111532,"domain_scores_codex":[0.9988788,0.000431785,0.00005997408,0.0001314943,0.0001639759,0.0003339176],"domain_scores_gemma":[0.9968358,0.001374764,0.0006951051,0.00006191636,0.0003642676,0.0006683371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006475473,0.0003350241,0.1863399,0.0003338883,0.000021472,0.005775395,0.7889643,0.0003928971,0.002403108,0.001106299,0.0003657403,0.01389718],"study_design_scores_gemma":[0.000003066787,0.0001031593,0.06012438,0.00007611427,0.000006361511,0.0003110339,0.9363199,0.0002804761,0.0002483565,0.000136319,0.0023808,0.000009958705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992635,0.00003558419,0.0001170942,0.0001072452,9.193107e-7,0.0000182145,0.000008078489,4.478261e-7,0.0004488281],"genre_scores_gemma":[0.9990795,0.0001497546,0.0002039241,0.00004864097,0.000001123808,0.00001499467,0.00001040057,9.346277e-7,0.000490647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03545386,"threshold_uncertainty_score":0.07049501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080424701835078,"score_gpt":0.2560216458346061,"score_spread":0.2452173988162553,"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."}}