{"id":"W4406657413","doi":"10.1016/j.jafrearsci.2025.105558","title":"Characterization and evolution of a retrograding-prograding deltaic system, NE Sirte Basin, north-central Libya — Sequence stratigraphic architecture and controlling factors","year":2025,"lang":"en","type":"article","venue":"Journal of African Earth Sciences","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"storbyuniversitetet","keywords":"Geology; Sequence (biology); Structural basin; Architecture; Paleontology; Sequence stratigraphy; Geochemistry; Geomorphology; Sedimentary depositional environment; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004888268,0.0001068681,0.0002577141,0.0003559558,0.0003231006,0.0001517296,0.0001604014,0.00004210027,0.00001103374],"category_scores_gemma":[0.0001127352,0.00006868684,0.00004953077,0.00101654,0.0004387914,0.000544014,0.00000773664,0.0001425764,1.338253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003464809,"about_ca_system_score_gemma":0.0001366708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154061,"about_ca_topic_score_gemma":0.0004543605,"domain_scores_codex":[0.9988708,0.00007959633,0.0004114208,0.0001393147,0.0002736232,0.000225265],"domain_scores_gemma":[0.9991227,0.0001645712,0.0004340793,0.00004532421,0.0001215233,0.0001117765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002509051,0.000006449118,0.9895144,0.00007433076,0.00001460179,0.000001853523,0.0003295537,0.001122301,0.0005131826,0.0004370692,4.630977e-7,0.007960748],"study_design_scores_gemma":[0.0001638315,0.0004807916,0.9859377,0.0001530007,0.00003090639,0.00004506572,0.001411191,0.0110977,0.0001205973,0.000394591,0.00009075767,0.00007387832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942795,0.001094192,0.004010135,0.0001967448,0.0001301358,0.0001032647,0.00002884125,0.00001087646,0.0001463124],"genre_scores_gemma":[0.9985433,0.0001546997,0.001248424,0.00001516507,0.00002759631,2.235566e-7,0.000004854476,7.751442e-7,0.00000492398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009975397,"threshold_uncertainty_score":0.2800968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311665241476249,"score_gpt":0.2053056452480105,"score_spread":0.192188992833248,"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."}}