{"id":"W4281295957","doi":"10.1002/gj.4475","title":"Indicators for identification of lacustrine sandstones of sandy debris‐flow origin: A case study of Es1 Member, Palaeogene Shahejie Formation, Nanpu Sag, Bohai Bay Basin, China","year":2022,"lang":"en","type":"article","venue":"Geological Journal","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Science Foundation of Heilongjiang Province; National Natural Science Foundation of China","keywords":"Geology; Facies; Clastic rock; Debris flow; Paleogene; Geochemistry; Lithology; Fluvial; Sedimentary rock; Petrology; Geomorphology; River mouth; Source rock; Diagenesis; Structural basin; Debris; Sediment","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001347353,0.0001482049,0.000403395,0.0002655193,0.0005564824,0.0000254262,0.0003471407,0.00007216454,0.00529742],"category_scores_gemma":[0.0002409675,0.00009996094,0.0001321538,0.0006888721,0.0001264262,0.0002798515,0.00005412754,0.000254151,0.000002972779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007951368,"about_ca_system_score_gemma":0.00007473088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003292144,"about_ca_topic_score_gemma":0.0002087427,"domain_scores_codex":[0.9977519,0.000241891,0.0011208,0.000173919,0.000455888,0.0002556277],"domain_scores_gemma":[0.9982592,0.0002498638,0.0009871948,0.0001611804,0.0002230084,0.0001195401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003365133,0.0006852178,0.9153457,0.0001150059,0.00009521905,0.0000830502,0.002168748,0.05090356,0.00006158184,0.00006209571,0.0005236366,0.02961974],"study_design_scores_gemma":[0.003107117,0.005843461,0.9474002,0.00002289375,0.0002242278,0.004999298,0.01362575,0.01591893,0.001179988,0.004325321,0.002999094,0.0003536904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963449,0.0006736987,0.00175312,0.0001681581,0.0001875677,0.0004185096,0.0002670278,0.00001300735,0.0001740092],"genre_scores_gemma":[0.9987543,0.0001377297,0.0008633694,0.00003371625,0.0000450654,0.00001344569,0.0001118798,0.000002479707,0.00003797503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03498463,"threshold_uncertainty_score":0.9956118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752378998657017,"score_gpt":0.2610206666202172,"score_spread":0.233496876633647,"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."}}