{"id":"W4238113353","doi":"10.1080/15230430.2000.12003387","title":"The Distribution of Freshwater Chironomidae (Insecto: Diptera) across Treeline near the Lower Lena River, Northeast Siberia, Russia","year":2000,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tundra; Subfossil; Ecology; Transect; Ecotone; Environmental science; Chironomidae; Moss; Physical geography; Ecosystem; Geology; Geography; Oceanography; Shrub; Biology; Holocene","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"category_scores_codex":[0.001139244,0.0001690404,0.0001932126,0.00001321867,0.002227406,0.0001584073,0.0005182439,0.00007911873,0.00577849],"category_scores_gemma":[0.00005361869,0.00009646077,0.00008566958,0.0002692392,0.004713091,0.0002312218,0.0004940593,0.0004199427,0.0007388554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225133,"about_ca_system_score_gemma":0.00003019916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700955,"about_ca_topic_score_gemma":0.0136637,"domain_scores_codex":[0.9978231,0.0002928759,0.0002734392,0.0003798476,0.0004396779,0.0007911119],"domain_scores_gemma":[0.9990561,0.0002705023,0.00005084523,0.0004437795,0.00003419075,0.0001446005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002368742,0.0009867618,0.8592051,0.0001049094,0.0002647604,0.00006663506,0.008997943,0.0009278115,0.001405459,0.0005538719,0.02222852,0.1028895],"study_design_scores_gemma":[0.001321592,0.000833213,0.7538405,0.00003474398,0.00003267534,0.00005084635,0.0006900901,0.01010661,0.0004818162,0.001711712,0.2306213,0.0002749293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933231,0.0001517021,0.0000178637,0.00554836,0.00009589385,0.000305854,0.00009232832,0.00001339209,0.0004515371],"genre_scores_gemma":[0.9965709,0.0006695226,0.00004992139,0.000170709,0.00007024613,0.00001616009,0.00005418435,0.0000122144,0.002386078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083927,"threshold_uncertainty_score":0.9990715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618608278774871,"score_gpt":0.2547293704805551,"score_spread":0.2385432876928064,"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."}}