{"id":"W2170470362","doi":"10.3897/zookeys.316.5132","title":"History of tachinid classification (Diptera, Tachinidae)","year":2013,"lang":"en","type":"article","venue":"ZooKeys","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Tachinidae; Townsend; Context (archaeology); Biology; Taxon; Zoology; Ecology; Natural enemies; Parasitoid; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006087114,0.0002920598,0.0002485389,0.00263584,0.0009365567,0.001147465,0.0004805439,0.0003406173,0.007092512],"category_scores_gemma":[0.001517044,0.0001133269,0.0001170293,0.003793277,0.001317428,0.001526289,0.0006464777,0.0009647057,0.001722966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122574,"about_ca_system_score_gemma":0.0009757636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00822138,"about_ca_topic_score_gemma":0.009212042,"domain_scores_codex":[0.9994745,0.0001180204,0.00007313259,0.0001235102,0.0001724979,0.00003831645],"domain_scores_gemma":[0.9988543,0.0003297336,0.0001910129,0.00007247308,0.0004859044,0.00006658868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009510455,0.00003104127,0.009591813,0.001081389,0.0000176775,0.0001856192,0.002016914,0.0002291568,0.002013468,0.03938908,0.03865216,0.9066966],"study_design_scores_gemma":[0.000002491191,0.00006060579,0.02115314,0.0008060576,0.00001414075,0.0005540214,0.000668546,0.00009328801,0.0004405086,0.003198262,0.9729901,0.00001887679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04308817,0.5684633,0.009637936,0.007244046,0.007767114,0.0001752139,0.001406396,0.0002048778,0.362013],"genre_scores_gemma":[0.3346654,0.5298693,0.0265145,0.003970057,0.004465347,0.0003267122,0.004660225,0.0001361396,0.09539247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00822138,"threshold_uncertainty_score":0.02372682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501659966884423,"score_gpt":0.1968639848320905,"score_spread":0.1618473851632463,"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."}}