{"id":"W4407791686","doi":"10.1038/s41598-025-90522-1","title":"Baited traps as flawed proxies for carcass colonization","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Colonization; Biology; Ecology","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":[0.0004992597,0.00008766779,0.0001311257,0.00002641401,0.0006793714,0.000120715,0.00008183489,0.00007078954,0.00008414037],"category_scores_gemma":[0.0003068092,0.00003477132,0.00007440022,0.0005411673,0.0002503045,0.00007738514,0.00004402562,0.00003823829,0.000007633247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744891,"about_ca_system_score_gemma":0.00002542833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000569877,"about_ca_topic_score_gemma":0.000504115,"domain_scores_codex":[0.9989747,0.00002624767,0.0002347241,0.0004216665,0.0001333848,0.0002092405],"domain_scores_gemma":[0.9994634,0.00009889103,0.00009466484,0.00008608311,0.0002232595,0.00003374511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000168872,0.0003483967,0.1202027,0.00009859938,0.0001637382,0.0001552693,0.001063605,0.00001200934,0.3543734,0.02458421,0.3560123,0.1428169],"study_design_scores_gemma":[0.0002076164,0.0002072136,0.07161438,0.00005757454,0.00005637504,0.00005879264,0.0005915146,0.00008129142,0.07151145,0.1289104,0.7264312,0.0002722166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878892,0.000226178,0.00001897581,0.001898967,0.00417543,0.0004682342,0.000005256166,0.00008412032,0.005233598],"genre_scores_gemma":[0.9821204,0.000002878871,0.0001193738,0.0001767257,0.00004959886,0.00008003297,0.000171484,3.947299e-7,0.01727911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3704189,"threshold_uncertainty_score":0.5225244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383898471103682,"score_gpt":0.2508872902558253,"score_spread":0.2370483055447885,"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."}}