{"id":"W4390142661","doi":"10.7759/cureus.50991","title":"The Diversity of Forensic Entomofauna Associated With Decaying Chicken Liver in the Tropical Region of Kerala, India","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Fauna; Forensic entomology; Entomology; Abiotic component; Ecology; Insect; Biology; Ecological succession; Forensic science; Larva","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":[],"consensus_categories":[],"category_scores_codex":[0.0001830662,0.00005922975,0.0001130073,0.000006726522,0.0002509799,0.000005812548,0.0002105278,0.00005379535,0.000006256531],"category_scores_gemma":[0.0001166741,0.00001523356,0.00004513492,0.0003440561,0.0002685248,0.00003503098,0.0001470685,0.00008317574,0.000002071564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001061194,"about_ca_system_score_gemma":0.000002959717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000385926,"about_ca_topic_score_gemma":0.005705071,"domain_scores_codex":[0.9994055,0.0001000704,0.0001040471,0.00009324505,0.0001478971,0.0001492667],"domain_scores_gemma":[0.9993002,0.0005184819,0.0000812129,0.00004532771,0.00004201609,0.00001276948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004914062,0.00004251488,0.9910427,0.000002693896,0.0000407047,0.00002278881,0.001843409,0.00000157052,0.0001507566,0.00208681,0.001014689,0.003702243],"study_design_scores_gemma":[0.0001217673,0.0001726205,0.9971839,0.00002022949,0.00001346761,0.000002521709,0.001119263,0.00001063188,0.0001879678,0.001014357,0.000115702,0.00003759783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984392,0.0001994586,2.760959e-7,0.000675879,0.00004841936,0.00009641767,0.000004806589,0.00001315186,0.0005223774],"genre_scores_gemma":[0.9997002,0.0001487258,0.000002337165,0.00006676429,0.00002019695,0.000003612963,0.000009523575,2.792987e-7,0.000048286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006141195,"threshold_uncertainty_score":0.3183563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03300988095668489,"score_gpt":0.2238052870523922,"score_spread":0.1907954060957073,"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."}}