{"id":"W7081648923","doi":"10.17632/3gbjwd7w3c.1","title":"Identifying marine transgressive-regressive depositional cycles in distal shelf mudstones from the Western Interior Seaway of North America using high-resolution (500 um) chemostratigraphy of the Upper Cretaceous Mancos Shale-Datasets","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sedimentary depositional environment; Siliciclastic; Facies; Chemostratigraphy; Cretaceous; Lithology; Oil shale; Sedimentary rock","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":[0.0001779627,0.0001732049,0.0001272575,0.001274122,0.0002597462,0.0003572521,0.0001819989,0.0001969851,0.0003689022],"category_scores_gemma":[0.000405281,0.0001781102,0.0001560871,0.0007471417,0.0002892466,0.0002121417,0.000408993,0.0000866818,0.0000825317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004392404,"about_ca_system_score_gemma":0.0003084045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04982797,"about_ca_topic_score_gemma":0.1905694,"domain_scores_codex":[0.9999164,0.00000744204,0.00001022297,0.00003452205,0.0000143021,0.00001707845],"domain_scores_gemma":[0.9997609,0.0000330902,0.00007523659,0.00002197612,0.00006573358,0.00004304767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004974769,0.000009461213,0.9862687,0.00001072061,0.00002281315,0.00009224288,0.0005224261,0.0001480031,0.0081793,0.0000215565,0.00002875525,0.004646262],"study_design_scores_gemma":[7.84957e-7,0.000006732351,0.9993826,0.000001256371,0.000003937468,0.00002027368,0.0001252929,0.000198847,0.0001988377,0.000004788817,0.00005549091,0.000001050003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9997955,0.0000198322,0.00003923444,0.000001996842,2.262402e-7,0.000001848688,0.00005601635,0.00000261732,0.00008276059],"genre_scores_gemma":[0.9994617,0.00002459242,0.0001733708,0.000002617087,6.596348e-7,0.000003560943,0.000209259,0.00000170049,0.0001224474],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04982797,"threshold_uncertainty_score":0.09907585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575910333101251,"score_gpt":0.2701694933392621,"score_spread":0.2444103900082496,"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."}}