{"id":"W7077494722","doi":"10.5281/zenodo.16911995","title":"Figure Į. Taxon identification tree: a neighbor-joining tree with bootstrap support based on 1000 random replications. The COI dataset included 658 positions. Distances were computed using the Kimura 2-parameter method. Individual specimen codes indicate location of collection site: \"SV\"= Svalbard, Norway; \"IS\" = Iceland; \"OSF\"= Oslofjord, Norway; \"CHIR CH\" and \"HLC\" = Churchill, Manitoba, Canada; \"SEG5\" - 7 = Nevada, USA; \"SEG59\"= Minnesota, USA; \"SEG36\" – 38 = Maryland, USA; \"Finnmark\"= northern Norway. in Phenotypic and genetic variation within the Cricotopus sylvestris speciesgroup (Diptera, Chironomidae), across a Nearctic - Palaearctic gradient","year":2012,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Tree (set theory); Random tree; Pattern recognition (psychology); Random forest","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001792789,0.0005553309,0.0005577476,0.000561523,0.002823594,0.001347062,0.002105289,0.000219034,0.0008880351],"category_scores_gemma":[0.0003133791,0.0004058307,0.00006420433,0.001755735,0.0006964743,0.0004126018,0.0008685765,0.0008288953,0.0001384804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000652809,"about_ca_system_score_gemma":0.0001819111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01979013,"about_ca_topic_score_gemma":0.06011334,"domain_scores_codex":[0.9949749,0.001351979,0.0008974092,0.001154368,0.001016645,0.0006046958],"domain_scores_gemma":[0.9956973,0.0005880935,0.001445028,0.00175651,0.0003565522,0.0001565003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007582701,0.003485824,0.03615606,0.002579183,0.003606298,0.0001622658,0.04654412,0.03246756,0.004971084,0.006318487,0.6003273,0.2557991],"study_design_scores_gemma":[0.007026688,0.001093576,0.648973,0.0006905691,0.0006109201,0.0003533561,0.001379576,0.1188469,0.0002535868,0.0001530701,0.2190809,0.001537787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592208,0.001592744,0.2942181,0.01019408,0.001185353,0.01324331,0.006297417,0.0006998875,0.01334835],"genre_scores_gemma":[0.9836587,0.0001395725,0.008536581,0.0003551701,0.0002221089,0.00001554185,0.00449064,0.0008213148,0.001760402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.612817,"threshold_uncertainty_score":0.9998394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608118997145066,"score_gpt":0.2402005341347876,"score_spread":0.214119344163337,"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."}}