{"id":"W3129402878","doi":"10.1007/s10933-020-00171-9","title":"Cyclostratigraphy and paleoenvironmental inference from downhole logging of sediments in tropical Lake Towuti, Indonesia","year":2021,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Brown University; Deutsche Forschungsgemeinschaft; Genome British Columbia; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Geology; Cyclostratigraphy; Marine isotope stage; Drilling; Paleoclimatology; Geochronology; Facies; Radiometric dating; Interglacial; Paleontology; Borehole; Scientific drilling; Stadial; Sedimentology; Logging; Glacial period; Tephra; Structural basin; Climate change; Oceanography; Volcano","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000165339,0.0002062794,0.0001271446,0.001389374,0.000323649,0.0004972061,0.0001832682,0.0001081554,0.0008719878],"category_scores_gemma":[0.000484476,0.0001553071,0.0001792363,0.001364361,0.0002513554,0.0003405926,0.0004117243,0.000103101,0.0001396892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709912,"about_ca_system_score_gemma":0.0003149048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03721471,"about_ca_topic_score_gemma":0.07524033,"domain_scores_codex":[0.9999248,0.000009792876,0.00001286362,0.00002131526,0.00001444049,0.00001679797],"domain_scores_gemma":[0.9998056,0.00002974145,0.00007975866,0.00001722476,0.0000473486,0.00002033028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000484915,0.0000223178,0.9754005,0.00003507716,0.00002311099,0.0002569345,0.0008577144,0.0006037285,0.008664204,0.00005293104,0.00007028869,0.01396487],"study_design_scores_gemma":[9.805857e-7,0.000008153203,0.9974861,0.000006230103,0.00001078757,0.00005502964,0.0003611966,0.00132555,0.0005413465,0.00001867612,0.0001826851,0.000003128274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991065,0.00004045541,0.0001380349,0.000005667511,8.91189e-7,0.000004155874,0.0001676203,0.000007796567,0.0005289348],"genre_scores_gemma":[0.9995065,0.00003480164,0.0001859049,0.000002550929,8.392888e-7,0.000003669242,0.000131056,0.000002272434,0.0001324453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03721471,"threshold_uncertainty_score":0.07399619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131881028409596,"score_gpt":0.2411822718654531,"score_spread":0.2279941690244935,"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."}}