{"id":"W3015214463","doi":"10.1371/journal.pone.0231207","title":"Impact of confinement in vehicle trunks on decomposition and entomological colonization of carcasses","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"British Columbia Institute of Technology","keywords":"Phormia regina; Calliphoridae; Calliphora; Biology; Colonization; Forensic entomology; Trunk; Larva; Lucilia; Insect; Zoology; Chrysomya megacephala; Veterinary medicine; Anatomy; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003731264,0.0000443602,0.0001445203,0.000006255248,0.00001843705,0.000002351057,0.0000305252,0.00003620462,0.00008866491],"category_scores_gemma":[0.00005146098,0.00001743664,0.00002098844,0.00009995635,0.00006000481,0.00001729137,0.00002280247,0.0000349742,0.000001133939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006978918,"about_ca_system_score_gemma":0.000002405057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000134333,"about_ca_topic_score_gemma":0.00006681072,"domain_scores_codex":[0.999627,0.00003353024,0.0001151196,0.00008803463,0.00007342872,0.00006289707],"domain_scores_gemma":[0.9997872,0.00009438924,0.00004731589,0.00001169233,0.0000349789,0.00002439214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687193,0.0005655828,0.6111916,0.00001512966,0.00003790376,0.00000207234,0.0001811891,0.000007496077,0.3864185,0.0002585991,0.00002008879,0.00113305],"study_design_scores_gemma":[0.0001949235,0.002294397,0.9438356,0.00002925316,0.00001264721,2.519725e-7,0.00004494514,0.0001456467,0.05329585,0.0001110324,0.000001363604,0.00003408483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986634,0.00006923615,3.486771e-7,0.0008899816,0.000003527709,0.00009612705,0.00001436924,0.000006621072,0.0002564264],"genre_scores_gemma":[0.999791,0.00004170348,0.00003850757,0.00009214262,0.00001360647,0.000003482317,0.00001652903,1.855529e-7,0.000002804839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3331227,"threshold_uncertainty_score":0.09708185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05868819134245318,"score_gpt":0.2646811283490683,"score_spread":0.2059929370066151,"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."}}