{"id":"W4221046801","doi":"10.1017/qua.2021.75","title":"Reconstructing postglacial hydrologic and environmental change in the eastern Kenai Peninsula lowlands using proxy data and mass balance modeling","year":2022,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Holocene; Geology; Isotopes of oxygen; Deglaciation; Diatom; Physical geography; Macrofossil; Glacier; Oceanography; Geomorphology; Geography; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003156526,0.0002908674,0.0001812735,0.001038699,0.000333322,0.0007532434,0.0004304364,0.0003543583,0.0008622097],"category_scores_gemma":[0.0006771245,0.0002649889,0.0002297526,0.0006505424,0.0002495592,0.0005145187,0.0003923384,0.000192709,0.0001410061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161686,"about_ca_system_score_gemma":0.0005958978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08261059,"about_ca_topic_score_gemma":0.1449529,"domain_scores_codex":[0.9999475,0.00001441641,0.000003751732,0.00002084398,0.000005454367,0.000008059802],"domain_scores_gemma":[0.9998347,0.0000487723,0.0000451379,0.00002198956,0.00002624455,0.00002317251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009392743,0.00008030362,0.8450541,0.00002981751,0.0002057338,0.0001194054,0.0001959661,0.1382739,0.003241195,0.0007825305,0.0005506322,0.01137252],"study_design_scores_gemma":[0.00002618717,0.00001815938,0.300683,0.00001763085,0.00005445662,0.00002260985,0.000267408,0.6962998,0.0008668247,0.0007660443,0.0009615177,0.00001635387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981182,0.00004466283,0.000886886,0.00005727229,0.000001645683,0.000002829963,0.0004786486,0.00004468438,0.0003651996],"genre_scores_gemma":[0.9984353,0.00002831607,0.0008950602,0.000008416238,0.000001750601,0.000004390308,0.0005057042,0.000005663958,0.0001152843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08261059,"threshold_uncertainty_score":0.1642595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923570963226402,"score_gpt":0.3441488563770608,"score_spread":0.1517917600544205,"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."}}