{"id":"W2186215352","doi":"","title":"Insect Faunal Succession and Development of Forensically Important Flies on Deer Carcasses in Southwest Virginia","year":2012,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Forensic entomology; Ecology; Geography; Biology; Forestry; Larva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001209561,0.0001432963,0.0001135112,0.0008738875,0.0003647562,0.0003784955,0.0001771685,0.0001263238,0.0004514225],"category_scores_gemma":[0.0002416446,0.0001154457,0.0001120009,0.0003588362,0.0001774875,0.000123691,0.0002368867,0.0001359727,0.0001153373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562673,"about_ca_system_score_gemma":0.0002684148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03785046,"about_ca_topic_score_gemma":0.1356432,"domain_scores_codex":[0.9998829,0.00001617834,0.000009912499,0.00003336238,0.00001841388,0.0000392219],"domain_scores_gemma":[0.9997244,0.00002433318,0.0001181239,0.000009975114,0.00006411532,0.00005895112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001753471,0.00006478351,0.9787191,0.00001310964,0.00002292011,0.000185308,0.0004575211,0.0000662614,0.01583902,0.00002428691,0.00008260603,0.004349831],"study_design_scores_gemma":[7.126782e-7,0.00005205326,0.9990707,0.000002872912,0.000002844309,0.00006023486,0.000250616,0.00003319022,0.0004437737,0.000002041224,0.0000800483,0.000001025827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997573,0.00002928254,0.000009590198,0.000002278412,3.661637e-7,0.000001626484,0.00007900732,7.387243e-7,0.0001197301],"genre_scores_gemma":[0.9993673,0.00006004348,0.00006489667,0.000006185787,7.522016e-7,0.000002295469,0.0002337716,6.132486e-7,0.0002642944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03785046,"threshold_uncertainty_score":0.07526028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823696187846011,"score_gpt":0.246067910925885,"score_spread":0.2278309490474249,"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."}}