{"id":"W4361205879","doi":"10.1002/ppp.2185","title":"Yedoma sediments with gravel and rock debris inclusions: Characteristics and origin","year":2023,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Scientific Research Foundation of Graduate School of Harbin Medical University: Sino Russian Special Fund; Lomonosov Moscow State University","keywords":"Geology; Permafrost; Colluvium; Shore; Debris; Pleistocene; Thermokarst; Outcrop; Frost weathering; Geomorphology; Aeolian processes; Radiocarbon dating; Geochemistry; Alluvium; Physical geography; Paleontology; Oceanography; Soil water","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117352,0.0001744643,0.0001777904,0.00004134985,0.0004585788,0.00008834601,0.00006745971,0.00007560817,0.0003107703],"category_scores_gemma":[0.00003339545,0.0001238494,0.000008557283,0.0003244597,0.0001556418,0.0001819009,0.0002643547,0.0001170695,0.00006664549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001333224,"about_ca_system_score_gemma":0.00001958484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132867,"about_ca_topic_score_gemma":0.00007863851,"domain_scores_codex":[0.9990764,0.00002001446,0.0001434086,0.0003220017,0.0001867293,0.0002513952],"domain_scores_gemma":[0.9996335,0.00004595338,0.00005569934,0.00007847863,0.00001485736,0.0001715422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741643,0.00006224281,0.9744928,0.000316262,0.00003602197,0.00004637695,0.008402131,0.00003013485,0.008931798,0.00006599282,0.0004113293,0.007030706],"study_design_scores_gemma":[0.001938052,0.000505691,0.8977451,0.0001821295,0.000130018,0.000179732,0.001387698,0.005109339,0.001242586,0.001620476,0.0889287,0.001030524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976076,0.000422195,0.00002665543,0.0002439276,0.00006705894,0.0001691118,0.00009316016,0.00005053819,0.001319677],"genre_scores_gemma":[0.99558,0.002789581,0.00009889018,0.0001755436,0.00007276045,0.00002013281,0.00007984329,0.00001898384,0.00116429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08851737,"threshold_uncertainty_score":0.5050433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214741855377685,"score_gpt":0.2370360699262848,"score_spread":0.2248886513725079,"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."}}