{"id":"W3020428333","doi":"","title":"High resolution EPICA ice core dust fluxes: intermittency, extremes and Holocene stability","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Climatology; Interglacial; Geology; Milankovitch cycles; Glacial period; Ice core; Atmospheric sciences; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004388153,0.0001050342,0.0001600112,0.00005703414,0.0002953305,0.00001861579,0.0001788369,0.0001522666,0.003982419],"category_scores_gemma":[0.0001791536,0.00008412563,0.00002459051,0.0001381954,0.0009818084,0.0001292213,0.00003287713,0.0002050624,0.0007104916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001137169,"about_ca_system_score_gemma":0.00003533962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222698,"about_ca_topic_score_gemma":0.00669701,"domain_scores_codex":[0.9988914,0.0001512325,0.0001610828,0.0003185805,0.0001204515,0.0003572969],"domain_scores_gemma":[0.9992608,0.000266696,0.0000423396,0.0002408162,0.0000755566,0.0001138189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000882626,0.00001263122,0.9960818,0.00001353764,0.000009796775,0.00001883676,0.0001896013,0.000002638391,0.00001748857,0.0001229052,0.0004336208,0.003008885],"study_design_scores_gemma":[0.0002136486,0.0002833156,0.9943731,0.000009960024,0.000009181897,0.00007422247,0.0001405309,0.002100508,0.0001917198,0.001870693,0.0006343032,0.00009874498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911228,0.0006710818,0.00002270343,0.0009003201,0.0003004463,0.000111456,0.00002308271,0.00004214073,0.006805961],"genre_scores_gemma":[0.9987454,0.00009331064,0.0004318685,0.000216941,0.0001204213,0.000001278798,0.00006000685,0.000001818007,0.0003289397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007622608,"threshold_uncertainty_score":0.9969281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870118649296423,"score_gpt":0.2635997450916806,"score_spread":0.2148985585987164,"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."}}