{"id":"W3137797303","doi":"10.3390/insects12030261","title":"Small Bait Traps May Not Accurately Reflect the Composition of Necrophagous Diptera Associated to Remains","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Ecology; Forensic entomology; Colonization; Entomology; Zoology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588845,0.0001060853,0.0001838531,0.000008141165,0.0002276732,0.00002886575,0.0001445401,0.00008249041,0.0001201932],"category_scores_gemma":[0.0001246836,0.00003731107,0.00008865929,0.000346162,0.00007594369,0.00003403186,0.00007781997,0.0001076153,0.00002527362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002127968,"about_ca_system_score_gemma":0.00001007716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001718781,"about_ca_topic_score_gemma":0.003264771,"domain_scores_codex":[0.9991283,0.0001605053,0.0001834996,0.0001976175,0.000121849,0.0002082152],"domain_scores_gemma":[0.9993398,0.0003376739,0.00007475334,0.00006227847,0.0001393539,0.00004619998],"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":[0.000138229,0.0001924887,0.005894094,0.000008370158,0.00009252932,0.0001032783,0.000842264,0.00001390703,0.9646569,0.0009460454,0.00175603,0.02535586],"study_design_scores_gemma":[0.000227671,0.0004628944,0.8448717,0.0000511463,0.00002877927,0.00002829023,0.0001970996,0.000008243761,0.1501777,0.0003818599,0.003404425,0.000160234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905593,0.0001656063,0.000001966489,0.005906556,0.0002170631,0.0001150097,0.00003830389,0.00003558674,0.002960657],"genre_scores_gemma":[0.9970761,0.00002492192,0.00004749193,0.002410913,0.00007690141,0.000009876208,0.00005096829,7.747656e-7,0.0003020517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8389776,"threshold_uncertainty_score":0.1821819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801543155697547,"score_gpt":0.2760628645609209,"score_spread":0.1959085489911662,"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."}}