Crash, bang, crustal nuclei?
Bibliographic record
Abstract
The early Archean Earth was very different to our modern planet, arguably more akin to present day Venus, with, for some period, a stagnant-, squishy-, sluggish lid, and a high impact flux. Two non-mutually exclusive scenarios exist to produce crustal nuclei on our young planet: A/ bottom-up melting produced in plumes or some other return of fractionated products of greenstone drips; and B/ top-down melts produced via impacts. Zircons from the oldest dated felsic crust, the Idiwhaa gneiss of the Acasta Gneiss Complex, Canada have been used to provide important constraints on early Earth's felsic crust. However, these zircon grains have been affected by multiple stages of overprinting metamorphism, which renders understanding of primary versus secondary processes challenging. Ion imaging of these zircon grains helps to better understand their primary isotopic signatures. Although ion images reveal pervasive recrystallization fronts, pockets of amorphous, but nonetheless concordant, c. 4.0 Ga zircon have escaped post-magmatic fluid-mediated modification. Primary oxygen isotope signatures from these ancient zircon cores preserve two components—one at the heavy end of mantle values and another isotopically lighter than mantle. The isotopically-light component demands interaction with fluids either directly, or via partial melting of low-?18O rocks that themselves had previously undergone high-temperature hydrothermal alteration by surface waters. Globally, a similar secular pattern with oscillations between normal and non-normal distributions of zircon oxygen isotopes supports an interpretation of periodic enhanced surficial melting. A c. 190 Ma periodicity of asymmetric oxygen isotope distributions corresponds to predicted higher impact flux, based on an astronomical galactic arm solar system transit model. Furthermore, this periodicity correlates with step changes in zircon Hf isotopes from most Archean Cratons, consistent with enhanced rates of crust production and reworking during both entry into and exit from the galactic spiral arms. A similar periodicity in hypervelocity impact craters on the more modern Earth gives credence to the interpretation that episodic shallow melting from impacts modified the lithosphere and spawned Earth’s early crustal nuclei during the voyage of the solar system through the Milk Way.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.109 | 0.025 |
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".