The Significance of Palynofloral Assemblages from the Lower Cretaceous McMurray Formation and Associated Strata, Surmont and Surrounding Areas in North-central Alberta
Bibliographic record
Abstract
Abstract Palynofloral assemblages associated with strata of the McMurray Formation, Wabiskaw Member, and Clearwater Formation can be placed into a classification scheme based primarily on dinocyst content. Although most of the palynofloral assemblages are dominated by terrestrially derived pollen and spores, the dinocysts can be used to characterize fresh water through a marine continuum in which to place these diverse paleoenvironments. Freshwater and slightly brackish paleoenvironments are most characteristic of the McMurray Formation, whereas stressed, shoreface, and nearshore paleoenvironments are most characteristic of the Wabiskaw Member and Clearwater Formation strata. Dinocyst assemblages from the McMurray Formation are characterized by the freshwater algae Hurlandsia rugara and rare Holmewoodinium sp., with varying abundances of Nyktericysta spp. group dinocysts. The relative abundance and diversity of these Nyktericysta spp. dinocysts can be correlated with increased brackish influence. Locally within the McMurray Formation, the presence of Vesperopsis spp. may indicate significant brackish influence.Within the overlying Wabiskaw Member and Clearwater Formation, dinocyst assemblages are indicative of the southward-transgressing Clearwater Sea. Assemblages may be dominated by species of Circulodinium (C. deflandrei and C. brevispinosum), Odontochitina operculata, Oligosphaeridium spp., Palaeoperidinium cretaceum plus a host of accessory taxa indicative of stressed paleoenvironments, including several new undescribed species. Significantly, the distribution and nature of the palynofloral assemblages do not validate the historic threefold division of the McMurray Formation into lower, middle, and uppermembers, nor do the palynofloral assemblages reflect a gradual upward increase in marine influence. Instead, the palynofloral assemblages indicate much more regionally diverse paleoenvironments, with brackish influence recognized throughout.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".