{"id":"W4328114227","doi":"10.1177/15501906231159033","title":"Subfossil Insect Collections From the Arctic of Northeast Asia and Northwest North America","year":2023,"lang":"en","type":"article","venue":"Collections A Journal for Museum and Archives Professionals","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Subfossil; Pleistocene; Arctic; Cenozoic; Fauna; Archaeology; Geography; Neogene; Quaternary; Geology; Ecology; Physical geography; Oceanography; Holocene; Paleontology; Structural basin; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004367001,0.0005144103,0.0003622905,0.005515061,0.003160368,0.0005845315,0.0006189437,0.000151322,0.01610685],"category_scores_gemma":[0.0004164078,0.0003235392,0.0002026853,0.005704239,0.00028522,0.0003394506,0.001087009,0.0002612461,0.003278544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008222167,"about_ca_system_score_gemma":0.002626159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1571406,"about_ca_topic_score_gemma":0.5036423,"domain_scores_codex":[0.9997229,0.00001600817,0.00005118325,0.00006080255,0.0001046924,0.00004453895],"domain_scores_gemma":[0.9990508,0.00005024768,0.0001355597,0.0001029351,0.0004533947,0.000207105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006656738,0.0003206371,0.4765937,0.00128081,0.0001774337,0.002656316,0.02932488,0.0002760492,0.05544738,0.000888708,0.06304795,0.3693204],"study_design_scores_gemma":[0.00001311219,0.00005474875,0.88027,0.0001280587,0.00004577227,0.0006198456,0.003944247,0.00004896048,0.001780532,0.00006503578,0.1130122,0.00001750872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073285,0.003925998,0.001943645,0.0001855059,0.0001367183,0.0008797807,0.09501603,0.0002885876,0.0902952],"genre_scores_gemma":[0.5999466,0.01326087,0.02714337,0.0004659472,0.0002271803,0.001501797,0.2553601,0.0003831955,0.1017111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571406,"threshold_uncertainty_score":0.3124518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880897882739826,"score_gpt":0.2729680106928087,"score_spread":0.2441590318654104,"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."}}