{"id":"W6908107094","doi":"10.25384/sage.25470132","title":"sj-jpg-7-hol-10.1177_09596836241236326 – Supplemental material for Lepidopteran scales in lake sediments as a reliable proxy for spruce budworm outbreak events in the boreal forest of Eastern Canada","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spruce budworm; Taiga; Choristoneura fumiferana; Outbreak; Boreal; Proxy (statistics); Lepidoptera genitalia","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001249569,0.001422566,0.001088748,0.004293631,0.002683033,0.004335043,0.002716332,0.001366933,0.6215712],"category_scores_gemma":[0.00582405,0.001250841,0.0007339095,0.008052521,0.0008085172,0.001464115,0.002497054,0.00144538,0.4116402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006922289,"about_ca_system_score_gemma":0.01606223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7952825,"about_ca_topic_score_gemma":0.901024,"domain_scores_codex":[0.9985121,0.00004357111,0.00009703341,0.0001756236,0.0007583933,0.0004134003],"domain_scores_gemma":[0.991479,0.001182301,0.0005273969,0.0009396488,0.004428675,0.001442996],"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":[0.0001168647,0.00004529315,0.002097625,0.0001745527,0.00001945953,0.00002520268,0.00006161719,0.0001131418,0.0003526715,0.0003591954,0.9907996,0.005834611],"study_design_scores_gemma":[0.0003197273,0.00002873611,0.04568228,0.0002128247,0.00003204864,0.00004206026,0.0003104651,0.0003070014,0.001513297,0.0006838983,0.9507979,0.00006985835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000424834,0.00003404273,0.000277586,0.0001474711,0.00008799832,0.00004775474,0.978213,0.001557339,0.01920999],"genre_scores_gemma":[0.003086158,0.00009069434,0.001043505,0.000171165,0.00004085019,0.00009942678,0.9434086,0.002426227,0.04963337],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6215712,"threshold_uncertainty_score":0.5397826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000292146739207,"score_gpt":0.3146099538320253,"score_spread":0.2846070323646332,"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."}}