{"id":"W4313641911","doi":"10.4138/atlgeo.2022.015","title":"Devonian palynoevents in the circum-Arctic region","year":2022,"lang":"en","type":"article","venue":"Atlantic Geoscience","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Devonian; Palynology; Paleontology; Geology; Arctic; The arctic; Oceanography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002908718,0.0002107132,0.000159643,0.003187646,0.0005242584,0.0005942361,0.0001913895,0.00009148274,0.001408109],"category_scores_gemma":[0.0006657696,0.00009420427,0.0001188224,0.001857566,0.000296292,0.0002901276,0.0005600354,0.0001148606,0.000236924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924207,"about_ca_system_score_gemma":0.0003817493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03369844,"about_ca_topic_score_gemma":0.1176568,"domain_scores_codex":[0.999864,0.00002011652,0.00002302522,0.00003318462,0.00002658852,0.00003315565],"domain_scores_gemma":[0.9995564,0.00007519107,0.0001670761,0.00002908475,0.0001193559,0.00005286399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154769,0.00001339162,0.8970403,0.0001497908,0.00005656514,0.0005956419,0.005822446,0.00035873,0.005853167,0.0007297268,0.0007649666,0.08839985],"study_design_scores_gemma":[7.269155e-7,0.000007816882,0.9947431,0.00001747295,0.000005756996,0.0001305935,0.0004631798,0.00006825093,0.0002356134,0.00003218291,0.00429332,0.000001941855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940905,0.0008905543,0.0002509853,0.00001564548,0.00001035966,0.000005300917,0.001428745,0.00001243945,0.003295491],"genre_scores_gemma":[0.9942611,0.001061338,0.0004748803,0.000007037625,0.00001003546,0.00001047717,0.002256203,0.00000954469,0.001909291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03369844,"threshold_uncertainty_score":0.06700456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976080319779623,"score_gpt":0.2064595655573269,"score_spread":0.1766987623595306,"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."}}