{"id":"W4200466075","doi":"10.3390/insects13010011","title":"Is Forensic Entomology Lost in Space?","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forensic entomology; Calliphoridae; Biology; Entomology; Ecology; Forensic science; Spatial ecology; Ecological succession; Evolutionary biology; Larva","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000628087,0.00008509994,0.0001423985,0.00001033735,0.00005619628,0.00001219099,0.00006950718,0.00009214333,0.0009812242],"category_scores_gemma":[0.00005142027,0.00003433457,0.00004970514,0.0002720974,0.00008398371,0.00003987861,0.00008167103,0.00009451,0.0002281391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001404729,"about_ca_system_score_gemma":0.000007735949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003324145,"about_ca_topic_score_gemma":0.007805128,"domain_scores_codex":[0.9993119,0.00004973304,0.0001105036,0.0002197556,0.00007289639,0.0002352673],"domain_scores_gemma":[0.9997218,0.0001285303,0.00002509895,0.00004236419,0.0000451703,0.00003707978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006485207,0.0002597392,0.8369437,0.00001595634,0.00005000403,0.001443367,0.001104746,0.000002226612,0.06893532,0.01533893,0.02020965,0.05563154],"study_design_scores_gemma":[0.0002816242,0.0001580588,0.9228796,0.00002322757,0.000006429077,0.0001149345,0.0002461645,0.000007557163,0.04280171,0.01535945,0.01794453,0.0001767452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787697,0.0007341212,3.642901e-7,0.005238976,0.0002676884,0.00004361099,0.000007434091,0.0000196307,0.01491847],"genre_scores_gemma":[0.996002,0.00005118684,0.00005123469,0.002443786,0.00009292457,0.000004117422,0.00001584728,3.878832e-7,0.001338487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08593591,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590646208278345,"score_gpt":0.2406720816716484,"score_spread":0.2147656195888649,"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."}}