{"id":"W6967708531","doi":"10.5281/zenodo.10010937","title":"Bunites distigma","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Seta; Instar; Mandible (arthropod mouthpart); Anterior surface; Dorsum","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002621155,0.0000686103,0.00007258201,0.00002892152,0.002031863,0.0001792384,0.0003731706,0.00003628396,0.008047212],"category_scores_gemma":[0.0003138133,0.00003199672,0.00003296412,0.0006053005,0.0001804891,0.00007753399,0.0005822097,0.00008991768,0.01340143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561938,"about_ca_system_score_gemma":2.175815e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001638509,"about_ca_topic_score_gemma":0.00000183011,"domain_scores_codex":[0.9992313,0.0001033711,0.0000944737,0.0001970778,0.0001359368,0.0002378743],"domain_scores_gemma":[0.9996545,0.00004243503,0.0000285851,0.00006220285,0.0001422764,0.00007004895],"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":[0.00003289681,0.00006294781,0.0001163381,0.00001320162,0.00002988019,0.00002379123,0.0004987215,0.00000712162,0.01781777,0.0126143,0.5505503,0.4182328],"study_design_scores_gemma":[0.00007588742,0.0001316822,0.02549706,0.00000680974,0.000003622677,0.00002048159,0.000349134,0.00003567123,0.0002572505,0.000999992,0.972539,0.0000834054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488249,0.00008507659,0.00001831038,0.005171541,0.0001464898,0.0001966558,0.0002305233,0.001921214,0.1434052],"genre_scores_gemma":[0.9961936,0.00006639158,0.00001436506,0.0001574392,0.0001332883,2.127745e-8,0.001793286,0.00002887201,0.001612773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219888,"threshold_uncertainty_score":0.9992673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689989001295683,"score_gpt":0.2372489211601402,"score_spread":0.1903490311471834,"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."}}