{"id":"W3041012391","doi":"10.1080/23311932.2020.1783176","title":"Synergistic effect of gamma irradiation and proper packaging for the control of insects in smoked shrimps (Penaeus notialis) from three different water bodies in Ghana","year":2020,"lang":"en","type":"article","venue":"Cogent Food & Agriculture","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Gamma irradiation; Food science; Toxicology; Shrimp; Penaeus; Biology; Irradiation; Animal science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002464071,0.0003778893,0.0006307897,0.0003160694,0.0002903919,0.0003911934,0.0002740178,0.0002770625,0.001089335],"category_scores_gemma":[0.0002991936,0.0002281246,0.0003967376,0.0003213042,0.0002838799,0.0002235389,0.0004021226,0.0002844499,0.00009982907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231405,"about_ca_system_score_gemma":0.0003003113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366193,"about_ca_topic_score_gemma":0.005227285,"domain_scores_codex":[0.9998228,0.00004705891,0.00001792545,0.00004214614,0.00003989578,0.00003027161],"domain_scores_gemma":[0.9998041,0.00004146086,0.00006194127,0.00001020797,0.00003188627,0.00005040729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006181004,0.0009231684,0.01925129,0.001072003,0.0002154423,0.0005564528,0.0008130001,0.0007185348,0.944025,0.00005706023,0.0001354778,0.02605164],"study_design_scores_gemma":[0.0004325875,0.08587579,0.4050967,0.0002824638,0.001359063,0.001064635,0.003566992,0.001672101,0.4943781,0.0001885099,0.006002376,0.00008060542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999052,0.000588993,0.0001015834,0.0000250432,0.000009152958,0.00001453241,0.00002558293,0.000003882495,0.0001792508],"genre_scores_gemma":[0.9977926,0.0007950904,0.0007907695,0.00003738304,0.000009593913,0.00001683442,0.00005905835,0.000003969809,0.0004946084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001366193,"threshold_uncertainty_score":0.003644168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527903098573226,"score_gpt":0.1877850385843559,"score_spread":0.1725060075986236,"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."}}