{"id":"W2150246693","doi":"10.1016/s0341-8162(03)00022-5","title":"New classification systems for tropical organic-rich deposits based on studies of the Tasek Bera Basin, Malaysia","year":2003,"lang":"en","type":"article","venue":"CATENA","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Universiti Malaya; University of South Carolina","keywords":"Peat; USDA soil taxonomy; Loss on ignition; Organic matter; Soil water; Soil texture; Environmental science; Soil science; Geology; Environmental chemistry; Soil classification; Ecology; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000956926,0.0006292472,0.0002715797,0.007116676,0.0007927581,0.001475997,0.0006453653,0.0002049754,0.002017097],"category_scores_gemma":[0.002581394,0.0001863036,0.0004498323,0.003072306,0.0004740045,0.001025951,0.0008741532,0.0003511814,0.0005574524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858725,"about_ca_system_score_gemma":0.002286384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05155082,"about_ca_topic_score_gemma":0.08591289,"domain_scores_codex":[0.9996798,0.00004529761,0.0000818691,0.00006461167,0.00007722406,0.00005123829],"domain_scores_gemma":[0.9978154,0.0002400703,0.0004137399,0.0001302869,0.00123074,0.0001697949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005142561,0.0001247238,0.7056044,0.0006557074,0.0002048043,0.0003681884,0.002803765,0.005755422,0.01267839,0.004320045,0.006209961,0.2607603],"study_design_scores_gemma":[0.00007018314,0.000256333,0.9252513,0.0003290342,0.0004493458,0.000530882,0.007059154,0.02916612,0.007474217,0.004090108,0.02525231,0.00007096278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452561,0.001936921,0.02565493,0.0003387376,0.0001413232,0.0006721835,0.007240247,0.0004734937,0.01828618],"genre_scores_gemma":[0.9479825,0.0005196608,0.04232666,0.00002506851,0.00002366187,0.0001792036,0.005253957,0.00004918762,0.003640278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05155082,"threshold_uncertainty_score":0.1025016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985207825103306,"score_gpt":0.2687011446556903,"score_spread":0.2188490664046572,"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."}}