{"id":"W3177057885","doi":"10.5267/j.uscm.2021.4.004","title":"Risk management and logistical performance: A case of the fishery supply chain north central coast of Vietnam","year":2021,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supply chain; Business; Supply chain risk management; Production (economics); Supply chain management; Risk management; Industrial organization; Fishery; Finance; Service management; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009088508,0.0006135177,0.0007068556,0.0005021681,0.0005525982,0.0002042648,0.0008408087,0.0001274871,0.0004440119],"category_scores_gemma":[0.00009357709,0.0004790071,0.0003300727,0.001693908,0.0005758232,0.0004692081,0.002104991,0.0003619558,0.00002681731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245472,"about_ca_system_score_gemma":0.00003948944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131438,"about_ca_topic_score_gemma":0.001887414,"domain_scores_codex":[0.9957209,0.0001317805,0.001101935,0.001002031,0.0009820495,0.001061298],"domain_scores_gemma":[0.9975702,0.0001323892,0.0006821901,0.001289059,0.0002476517,0.00007854649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002464312,0.0008845726,0.8393655,0.005144907,0.0008085073,0.002752942,0.0006764912,0.01117027,0.00001536111,0.04654951,0.01590627,0.07647917],"study_design_scores_gemma":[0.00634211,0.0001756014,0.7895064,0.001183541,0.002256595,0.0002185127,0.03221383,0.06120432,0.0002436421,0.004062948,0.1007201,0.001872425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779163,0.0006768742,0.001654702,0.001430238,0.0009933509,0.002285758,0.0001038712,0.0001157935,0.01482311],"genre_scores_gemma":[0.9925635,0.001895532,0.001487447,0.001170888,0.0003274462,0.0001679584,0.0001139855,0.00006400402,0.002209225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08481379,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059986943687512,"score_gpt":0.2162439904313168,"score_spread":0.2056441209944417,"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."}}