{"id":"W7162337699","doi":"10.3997/2214-4609.202510179","title":"Depositional Environments and Reservoirs Prediction via Sequence Stratigraphy Principles, Dnieper-Donets Basin, Eastern Ukraine","year":2025,"lang":"","type":"article","venue":"","topic":"Geological Formations and Processes Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Sedimentary depositional environment; Sequence (biology); Sequence stratigraphy; Stratigraphy; Paleozoic","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":[0.00007867078,0.0001131842,0.0001213299,0.001059024,0.0002195044,0.0003941533,0.0001072724,0.00007201503,0.0005445199],"category_scores_gemma":[0.0002085698,0.0001051379,0.0001281528,0.0007127125,0.0001291621,0.0001696003,0.0002492672,0.00005433199,0.00007071153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006001396,"about_ca_system_score_gemma":0.0007027381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07011966,"about_ca_topic_score_gemma":0.07881699,"domain_scores_codex":[0.9999706,0.000003802754,0.000002860367,0.00000849627,0.000005575403,0.000008730563],"domain_scores_gemma":[0.9999527,0.000008139202,0.00001259585,0.000003733733,0.00001493606,0.000007890319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004689061,0.00002096654,0.9274485,0.00003038213,0.0000470868,0.0003451331,0.0004150862,0.04328096,0.003878004,0.0008324474,0.0002494695,0.0234052],"study_design_scores_gemma":[0.000004824137,0.00001678033,0.9212922,0.00001670651,0.00001897748,0.00009351892,0.0006230446,0.07492733,0.001118366,0.0004939536,0.001387916,0.000006327929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986173,0.00003926429,0.0005507611,0.00001380723,4.823183e-7,0.000003106057,0.0002049236,0.00001318036,0.0005571695],"genre_scores_gemma":[0.9993532,0.00002614397,0.0002318408,0.000001036501,3.543603e-7,0.000001419368,0.0001618832,0.000001559178,0.0002225716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07011966,"threshold_uncertainty_score":0.1394231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165348059183595,"score_gpt":0.2245414111668487,"score_spread":0.1928879305750127,"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."}}