Errata: An epeiric ramp: low‐energy, cool‐water carbonate facies in a Tertiary inland sea, Murray Basin, South Australia
Bibliographic record
Abstract
Unfortunately, the quality of Figure 6 in this paper, which was published in volume 47, issue 4, on pp. 851–881, was affected during typesetting and printing. Please find the figure reproduced at a higher quality below. The publisher apologizes for this error. (a and b) Large foraminiferan–bryozoan facies. (a) Bioclastic grainstone. Fragmented bryozoans and clypeasterid echinoids with crab claws, coralline red algae and abundant large benthic foraminiferans (mostly Operculina and Amphistegina). Facies FB-1, Glenforslan Formation, Noll Road (section 14). Coin approximately 1 cm diameter. (b) Bryozoan rudstone pod, facies FB-2, Glenforslan Formation, Blanchetown (section 12). Coin is 1·5 cm in diameter. (c and d) Echinoid–bryozoan facies. (c) Echinoid–bryozoan floatstone facies (EB-4a) with abundant infaunal echinoids. Lower Mannum Formation, Devon Downs (section 5). Hammer head is approximately 15 cm in length. (d) Thalassinoides burrows (arrow) filled with echinoids (Lovenia, Monostychia, Eupatagus), pectinid bivalves and bryozoans. Facies EB-4b, upper Mannum Formation, Devon Downs (section 5). Coin is 1·5 cm in diameter.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.037 | 0.011 |
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".