{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003495899,0.002048782,0.002258898,0.006807654,0.004845159,0.003217964,0.001984284,0.001636832,0.02992719],"category_scores_gemma":[0.01042631,0.0007138565,0.0009528565,0.01254124,0.0008075894,0.001620907,0.0009089918,0.002464329,0.02017433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297764,"about_ca_system_score_gemma":0.003233864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066104,"about_ca_topic_score_gemma":0.01110198,"domain_scores_codex":[0.9980561,0.0006439482,0.0002079227,0.0006032989,0.0003641751,0.0001245138],"domain_scores_gemma":[0.995923,0.001306018,0.0005048066,0.0004971936,0.001446299,0.0003226301],"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":[0.005383872,0.001174869,0.1043505,0.01293449,0.002164023,0.003562247,0.01013451,0.01873665,0.03165885,0.01533366,0.5497752,0.2447912],"study_design_scores_gemma":[0.001129908,0.0007523354,0.1720759,0.004873026,0.001432527,0.001582375,0.01349658,0.04991312,0.003216827,0.01477111,0.7363462,0.0004100344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2008196,0.005733905,0.05084472,0.003371654,0.002695667,0.005903891,0.650165,0.006314388,0.07415117],"genre_scores_gemma":[0.2412899,0.00223637,0.2260915,0.0006901303,0.0002415811,0.002174471,0.5161193,0.001346104,0.009810623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9933896,"threshold_uncertainty_score":0.1001164,"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."}}