{"id":"W7116971707","doi":"10.1016/j.foodchem.2025.147713","title":"Insight into the shell discoloration on black tiger shrimp (Penaeus monodon) induced by water change under frozen storage","year":2025,"lang":"en","type":"article","venue":"Food Chemistry","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Central Public-interest Scientific Institution Basal Research Fund, Chinese Academy of Fishery Sciences; Chinese Academy of Fishery Sciences; Zhanjiang Science and Technology Bureau; Natural Science Foundation of Hainan Province","keywords":"Bound water; Shrimp; Free water; Penaeus monodon; Shell (structure); Significant difference; Prawn; Water content","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":[0.00006782119,0.0001678749,0.0001217157,0.0001807878,0.0002049164,0.0002109901,0.0001409066,0.0002160557,0.00210384],"category_scores_gemma":[0.00008864055,0.00009512666,0.0001794852,0.0001203736,0.0003341613,0.0002586562,0.0002135743,0.0003473606,0.0001418826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192536,"about_ca_system_score_gemma":0.000152834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348365,"about_ca_topic_score_gemma":0.001885045,"domain_scores_codex":[0.9999682,0.000003338215,0.000001987377,0.000009941633,0.000006353132,0.00001020291],"domain_scores_gemma":[0.9999367,0.000007715037,0.00001895485,0.000006006586,0.00001660825,0.00001407792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005348999,0.00003049838,0.00706877,0.00003434395,0.000006836761,0.0001770951,0.0001243032,0.00005165013,0.9900984,0.00006092481,0.00004751114,0.001764649],"study_design_scores_gemma":[0.00002822374,0.0009494825,0.541784,0.00001495875,0.00005917984,0.000577771,0.001594178,0.001093841,0.4520323,0.0003654141,0.001469792,0.00003092047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999032,0.0001147344,0.0001778438,0.00002637447,0.0000089542,0.000004054874,0.00008714417,0.000005033976,0.0005438689],"genre_scores_gemma":[0.9985546,0.0000857765,0.000136157,0.00003681079,0.00000373332,0.000004715615,0.00009422619,0.000003379384,0.001080648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210384,"threshold_uncertainty_score":0.007038057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285583745983008,"score_gpt":0.2219538846265988,"score_spread":0.1990980471667688,"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."}}