{"id":"W2897601850","doi":"10.1016/j.atmosenv.2018.10.012","title":"Assessment for paleoclimatic utility of biomass burning tracers in SE-Dome ice core, Greenland","year":2018,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Ice core; Levoglucosan; Biomass (ecology); Geology; Biomass burning; Climatology; Environmental science; Physical geography; Atmospheric sciences; Deposition (geology); Dome (geology); Oceanography; Meteorology; Paleontology; Aerosol; Geography; Sediment","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":[0.0008058544,0.0001978545,0.0001648226,0.0008971837,0.0003632685,0.0006771881,0.0002547087,0.0002187673,0.0002254325],"category_scores_gemma":[0.0009026196,0.0001257788,0.0002092379,0.0007582547,0.0003081973,0.0004232893,0.000302545,0.0001459362,0.00005394304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149099,"about_ca_system_score_gemma":0.0007947372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1855169,"about_ca_topic_score_gemma":0.4123658,"domain_scores_codex":[0.9998802,0.00002195574,0.000007832905,0.00003834199,0.00002601008,0.0000256701],"domain_scores_gemma":[0.9996536,0.00007407612,0.00006417299,0.00004111825,0.0001175335,0.00004952552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687355,0.00001666343,0.9707333,0.00001742362,0.0001003691,0.00007803236,0.0002691101,0.002205929,0.02022897,0.0001083273,0.00007527113,0.005997983],"study_design_scores_gemma":[0.000003587421,0.00001788218,0.992721,0.000007828336,0.00002028588,0.00002645588,0.0002144418,0.004216294,0.002276814,0.00003349498,0.0004563577,0.000005534444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989603,0.0001480839,0.0001795205,0.00001813158,0.000001428235,0.000003241749,0.0002587576,0.000008150899,0.0004224749],"genre_scores_gemma":[0.9989892,0.00006978578,0.0003555992,0.00001265055,0.000001102631,0.000003053683,0.0004479291,0.000004613954,0.0001161634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855169,"threshold_uncertainty_score":0.3688741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159161394065723,"score_gpt":0.2531398773793482,"score_spread":0.2372237379727759,"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."}}