{"id":"W4388920856","doi":"10.1016/j.quascirev.2023.108401","title":"Refining the history of extreme coastal events in southern Newfoundland, NW Atlantic, with lake sediment archives","year":2023,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Narodowe Centrum Nauki","keywords":"Oceanography; Sediment; Geology; Peninsula; Storm; Physical geography; Archaeology; Geography; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003668432,0.0002261506,0.0001544505,0.002453157,0.001018815,0.001006974,0.0004429169,0.000200989,0.00118001],"category_scores_gemma":[0.0009084109,0.0001840617,0.0001482307,0.002748806,0.0003674692,0.0004264127,0.0007925539,0.0002148572,0.0001991704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005210048,"about_ca_system_score_gemma":0.003971864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8912873,"about_ca_topic_score_gemma":0.9819677,"domain_scores_codex":[0.999799,0.00001414072,0.00002755156,0.00004721679,0.00003883992,0.00007334424],"domain_scores_gemma":[0.9988223,0.00007893643,0.0003502412,0.00006768701,0.0005267794,0.0001540009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002132606,0.000009224629,0.9910738,0.00002318678,0.00002065834,0.000149341,0.0005869607,0.0001431339,0.0009935687,0.00003027124,0.0005394688,0.006409091],"study_design_scores_gemma":[5.604952e-7,0.000002236378,0.9986528,0.000008927732,0.000005572741,0.00001530924,0.0003353593,0.00009131341,0.00006100044,0.000002302121,0.0008231542,0.000001499291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947749,0.000381532,0.0001602755,0.00008772747,0.00000490581,0.00001707862,0.002629092,0.00001294743,0.00193159],"genre_scores_gemma":[0.9932379,0.0003420911,0.0009282017,0.0000650326,0.000007649945,0.0000203611,0.003771471,0.000008009302,0.001619314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087127,"threshold_uncertainty_score":0.2187058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07072152769184797,"score_gpt":0.2712915061130624,"score_spread":0.2005699784212144,"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."}}