{"id":"W4395098108","doi":"10.1016/b978-0-323-99931-1.00189-6","title":"Physical properties of lake sediments","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Regina","funders":"","keywords":"Diagenesis; Geology; Stratigraphy; Sediment; Bulk density; Context (archaeology); Proxy (statistics); Geochemistry; Geomorphology; Paleontology; Soil science; Soil water","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":[0.00006303882,0.0001643031,0.0001036765,0.0003305039,0.0001503257,0.0003789911,0.0001311839,0.0001018696,0.007217755],"category_scores_gemma":[0.0002230335,0.0001364307,0.00006874622,0.0004513629,0.0001172569,0.0003446803,0.000206751,0.000139411,0.001150063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475433,"about_ca_system_score_gemma":0.0001206476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871584,"about_ca_topic_score_gemma":0.002233138,"domain_scores_codex":[0.9999681,0.000003150957,0.000001886568,0.000004857759,0.0000188225,0.000003183487],"domain_scores_gemma":[0.9999638,0.00001379629,0.000005444768,0.000003590894,0.000009843774,0.000003466418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003020521,0.0001228404,0.0584955,0.0008797322,0.00008180548,0.0006469147,0.0007101093,0.0185694,0.3274497,0.01690365,0.02032778,0.5555105],"study_design_scores_gemma":[0.00001881974,0.0003495127,0.6268194,0.0001118524,0.00006990515,0.001468798,0.0005624425,0.02378704,0.1178105,0.01949083,0.2094514,0.00005945142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6600165,0.03267644,0.02535259,0.0007700095,0.0001586928,0.00005854535,0.006133933,0.0006517049,0.2741815],"genre_scores_gemma":[0.8874266,0.007080495,0.002387691,0.00004862398,0.00007778825,0.00002586349,0.001767343,0.00009635154,0.1010894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007217755,"threshold_uncertainty_score":0.02414584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600225979191703,"score_gpt":0.2387761328749827,"score_spread":0.2127738730830657,"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."}}