{"id":"W4380203715","doi":"10.1016/j.foreco.2023.121158","title":"Horse fly and deer fly (Diptera: Tabanidae) species and abundance following logging in northwestern Ontario","year":2023,"lang":"en","type":"article","venue":"Forest Ecology and Management","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Natural Resources and Forestry; Canadian Forest Service; University of Guelph; Trent University","funders":"","keywords":"Biology; Abundance (ecology); Ecology; Species richness; Taiga; Habitat; Herbivore; Logging; Relative species abundance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001997505,0.0001390623,0.0002010805,0.00004210922,0.0002773939,0.00003990549,0.00006641258,0.00007507196,0.00003131392],"category_scores_gemma":[0.000005909804,0.00006934694,0.00002840783,0.0001206764,0.0001620124,0.0001159351,0.0003005583,0.00009619928,0.00001539796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002153529,"about_ca_system_score_gemma":0.000002240536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203636,"about_ca_topic_score_gemma":0.6549336,"domain_scores_codex":[0.9991169,0.00002851548,0.0001547414,0.0003244501,0.00006009693,0.0003152853],"domain_scores_gemma":[0.9997707,0.0001008409,0.00003554087,0.0000377621,0.000007606319,0.00004755631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002190109,0.00002052272,0.9911565,0.00002241785,0.00004816029,0.0002111884,0.0008080502,0.00000728604,0.00003761508,0.00281731,0.0004369486,0.004412158],"study_design_scores_gemma":[0.0003111301,0.0001408034,0.9810122,0.00002403942,0.00002396795,0.000008570043,0.0007522599,0.0000279972,0.000003450661,0.002007506,0.01555769,0.0001303355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964926,0.0002831466,0.000001601132,0.001069268,0.0002449975,0.0002168124,0.000003457215,0.00004517019,0.00164297],"genre_scores_gemma":[0.9957646,0.0005513849,0.0000462246,0.0004027474,0.00003453464,0.00003845056,0.00002497906,9.970541e-7,0.003136111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6527299,"threshold_uncertainty_score":0.351363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367490509903866,"score_gpt":0.2057372457622224,"score_spread":0.1920623406631837,"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."}}