{"id":"W3138323292","doi":"10.3390/insects12040280","title":"Impact of Comingled Heterospecific Assemblages on Developmentally Based Estimates of the Post-Mortem Interval—A Study with Lucilia sericata (Meigen), Phormia regina (Meigen) and Calliphora vicina Robineau-Desvoidy (Diptera: Calliphoridae)","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor; Government of Ontario; Ontario Innovation Trust","keywords":"Calliphoridae; Phormia regina; Calliphora vicina; Lucilia; Biology; Forensic entomology; Instar; Larva; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004128034,0.000300062,0.0002443563,0.0002875345,0.000264724,0.0003404907,0.0002138215,0.0001997895,0.0004965843],"category_scores_gemma":[0.0007892013,0.0001292414,0.0003208768,0.0001351792,0.0002708812,0.0002268711,0.0002983877,0.0002580413,0.0001076062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406759,"about_ca_system_score_gemma":0.0001356754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759069,"about_ca_topic_score_gemma":0.01325515,"domain_scores_codex":[0.9996141,0.000104284,0.00002755771,0.000138136,0.00007186092,0.00004417413],"domain_scores_gemma":[0.9993592,0.0001345824,0.0002839084,0.00005250335,0.00007501174,0.00009474202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002959516,0.0007180717,0.8798059,0.0001416031,0.000253682,0.0004355589,0.0011485,0.0003767838,0.09900317,0.00004847752,0.00009739937,0.01501136],"study_design_scores_gemma":[0.000003509857,0.001045053,0.9959431,0.000003161211,0.00003089804,0.00009052118,0.0002204416,0.0001476993,0.002414528,0.000005190682,0.00009164073,0.000004102476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99981,0.00003872503,0.00003396479,0.00000260659,0.000001047747,0.000002978986,0.00003329289,0.000001264393,0.00007613721],"genre_scores_gemma":[0.9996029,0.00003203214,0.0001537817,0.000009011708,0.000001504176,0.000005557155,0.00008090545,9.294804e-7,0.000113395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003759069,"threshold_uncertainty_score":0.007474363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695201690518645,"score_gpt":0.2409202403581649,"score_spread":0.2239682234529785,"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."}}