{"id":"W2187332063","doi":"10.21083/jeso.v145i0.3733","title":"New range records, and a comparison of sweep netting and malaise trap catches of horse flies and deer flies (Diptera: Tabanidae) in northern Ontario","year":2016,"lang":"en","type":"article","venue":"The Journal of the Entomological Society of Ontario","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Trent University","funders":"Trent University; Ministry of Natural Resources","keywords":"Netting; Malaise; Biology; Range (aeronautics); Ecology; Zoology; Fishery","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":[0.0006244023,0.0001238455,0.0003655302,0.00001097131,0.00007384917,0.00001039258,0.0002271145,0.00008149755,0.001349516],"category_scores_gemma":[0.00003614744,0.0000575299,0.0001256878,0.00007457713,0.0005863185,0.000109291,0.0002248037,0.0002135888,8.786565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058984,"about_ca_system_score_gemma":0.00004339763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1234979,"about_ca_topic_score_gemma":0.7337518,"domain_scores_codex":[0.9989287,0.0000788201,0.0004499496,0.000103369,0.000273601,0.0001655689],"domain_scores_gemma":[0.999167,0.0001690747,0.0004569224,0.0001128614,0.00002220581,0.0000719655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436624,0.00007763448,0.9669492,0.00001094328,0.00003319573,5.74435e-7,0.02305633,0.000006764434,0.006071335,0.00001141701,0.0004779571,0.003160938],"study_design_scores_gemma":[0.0008600516,0.0002446086,0.9920274,0.00007583737,0.00005566096,0.00003204709,0.003724136,0.000004240436,0.001625483,0.0002970966,0.0009807762,0.0000726732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975073,0.0006342199,0.00003824268,0.001433172,0.00004679495,0.0001093978,0.000005172426,0.000002033643,0.0002236173],"genre_scores_gemma":[0.9988493,0.0002498113,0.0003383108,0.00005437958,0.00001217814,6.301486e-7,3.692147e-7,0.000003697012,0.0004913585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102539,"threshold_uncertainty_score":0.9995634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182917512149023,"score_gpt":0.2425167985832352,"score_spread":0.2106876234617449,"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."}}