{"id":"W2117637011","doi":"10.2110/jsr.2010.089","title":"Chemostratigraphic Applications to Low-Accommodation Fluvial Incised-Valley Settings: An Example from the Lower Mannville Formation of Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Geology; Fluvial; Accommodation; Paleontology; Physical geography; Geomorphology; Geochemistry; Archaeology; Earth science; Geography; Structural basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00112576,0.00008417167,0.0001401112,0.0000798617,0.0003085432,0.00005010437,0.0004842271,0.00003941201,0.003102894],"category_scores_gemma":[0.00002751081,0.0000583705,0.00005573647,0.0003948763,0.00006828317,0.0004091674,0.00002527011,0.0004227616,0.00001113648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001552217,"about_ca_system_score_gemma":0.0002303829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8369631,"about_ca_topic_score_gemma":0.9083987,"domain_scores_codex":[0.9983146,0.00009256377,0.0004174503,0.0001278508,0.0008308365,0.0002166954],"domain_scores_gemma":[0.998818,0.0003175027,0.0001823475,0.0002382817,0.0002448264,0.0001990489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002096278,0.001185175,0.4447709,0.0001717935,0.000661906,0.00004211391,0.01105744,0.01086691,0.299034,0.00005537141,0.1122738,0.1177842],"study_design_scores_gemma":[0.003047895,0.002078556,0.4836197,0.0001966094,0.0002524704,0.0001160752,0.04315735,0.02554799,0.3099321,0.002475245,0.1287485,0.0008275714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961494,0.00003301268,0.00005000449,0.002789951,0.00009497575,0.0001899181,0.00007404474,0.000001629346,0.0006170212],"genre_scores_gemma":[0.9983647,0.00001234114,0.0005183254,0.0003562188,0.0002986022,0.000003062588,0.0004108399,0.000002127989,0.00003371991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169566,"threshold_uncertainty_score":0.9978084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684724935543801,"score_gpt":0.2687481690041835,"score_spread":0.2419009196487455,"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."}}