{"id":"W1492841142","doi":"","title":"International Year of Planet Earth 4. Utilizing Paleosols in Quaternary Climate Change Studies","year":2009,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Paleosol; Geology; Loess; Weathering; Quaternary; Aeolian processes; Interglacial; Pedogenesis; Paleontology; Horizon; Bioturbation; Glacial period; Sedimentary rock; Earth science; Soil water; Physical geography; Geochemistry; Soil science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003728122,0.00008062479,0.0001606815,0.0001076905,0.00008434878,0.00000897432,0.0003364793,0.00004054992,0.000368571],"category_scores_gemma":[0.00006066511,0.00006844349,0.00001225883,0.00020762,0.0001823928,0.000186946,0.00001777101,0.0001318998,0.00002241365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002467082,"about_ca_system_score_gemma":0.0001346675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2248783,"about_ca_topic_score_gemma":0.9146271,"domain_scores_codex":[0.9988431,0.00005976549,0.0001863218,0.000208895,0.000290079,0.0004118555],"domain_scores_gemma":[0.9996082,0.0001177414,0.00005832742,0.0001120511,0.00003142718,0.00007228156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002162178,0.000005253488,0.9968411,0.000007834808,0.000003229462,0.0001028737,0.0001442092,0.00004871111,0.000005677348,0.0001308871,0.00006845979,0.002620082],"study_design_scores_gemma":[0.0001418875,0.00007284716,0.9964182,0.00002309346,0.000001421076,0.00002661469,0.0005759682,0.001200091,0.00002099888,0.0001521617,0.001291347,0.00007535228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901069,0.0006509771,6.150254e-7,0.001175315,0.0005217305,0.00009571654,0.000101601,0.000007545199,0.007339609],"genre_scores_gemma":[0.9987352,0.0005601182,0.0001362154,0.0004401142,0.00003516698,0.000001008939,0.00004714966,6.593045e-7,0.00004438997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6897488,"threshold_uncertainty_score":0.7802833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05126586623643917,"score_gpt":0.2802756377811614,"score_spread":0.2290097715447222,"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."}}