{"id":"W4405229066","doi":"10.1130/g52776.1","title":"The reconstruction of coastal carbonate sequence stratigraphy: A modern-systems approach","year":2024,"lang":"en","type":"article","venue":"Geology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Geology; Carbonate; Sequence stratigraphy; Sequence (biology); Stratigraphy; Paleontology; Sedimentary depositional environment; Tectonics","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":[0.000371062,0.0002621303,0.0002223517,0.001476775,0.0003402186,0.001248302,0.0004689304,0.0003513249,0.002189448],"category_scores_gemma":[0.001209531,0.0002182645,0.0004411385,0.001489052,0.0003698631,0.0006471592,0.0005673868,0.0002564481,0.0002923228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202938,"about_ca_system_score_gemma":0.0007829301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03172398,"about_ca_topic_score_gemma":0.03832399,"domain_scores_codex":[0.999867,0.00004933526,0.000009669065,0.00004510756,0.0000177762,0.00001113506],"domain_scores_gemma":[0.9997682,0.0000530413,0.00004051372,0.00004870301,0.00007097168,0.00001860714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00008464562,0.0001052791,0.2212341,0.0001931641,0.0003670248,0.0003941413,0.0004894696,0.5438388,0.005396197,0.03141158,0.001985044,0.1945005],"study_design_scores_gemma":[0.0000117954,0.00003974334,0.05250068,0.00003144947,0.00004880112,0.00008164158,0.0002694392,0.9253058,0.0007249656,0.01448735,0.006477562,0.00002086282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6151382,0.001478836,0.3660672,0.0008627427,0.00006271731,0.0001158983,0.002331235,0.001056528,0.01288679],"genre_scores_gemma":[0.9434284,0.0003607804,0.05478613,0.00002791501,0.00001970432,0.00002048415,0.000579927,0.00004498653,0.0007317298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03172398,"threshold_uncertainty_score":0.06307864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884413146394063,"score_gpt":0.2428508379707436,"score_spread":0.214006706506803,"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."}}