Bibliographic record
Abstract
Tectonics and Source Regions. Comparison of Proterozoic and Phanerozoic rift-related basaltic-granitic magmatism (I. Haapala, O. Tapani Ramo, S. Frindt). TTGs and adakites: are they both slab melts? (K.C. Condie). Ilmenite, magnetite, and peraluminous Mesoproterozoic anorogenic granites of Laurentia and Baltica (J. Lawford Anderson, J. Morrison). Source regions of granites and their links to tectonic environment: examples from the western United States (E.Y. Anthony). Source contributions to Devonian granite magmatism near the Laurentian border, New Hampshire and Western Maine, USA (P.B. Tomascak et al.). Petrogenesis of the Paleoproterozoic rapakivi A-type granites of the Archean Carajas metallogenic province, Brazil (R. Dall'Agnol). The granite-upper mantle connection in terrestrial planetary bodies: an anomaly to the current granite paradigm? (B. Bonin, J. Bebien). Continental rift systems and anorogenic magmatism (J.W. Sears, G.M. St. George, J.C. Winne). Petrologic Processes. Mafic magmatic enclaves and mafic rocks associated with some granitoids of the central Sierra Nevada batholith, California: nature, origin, and relations with the hosts (B. Barbarin). Pervasive assimilation of carbonate and silicate rocks in the Hortavaer igneous complex, north-central Norway (C.G. Barnes et al.). Quartz and feldspar zoning in the eastern Erzgebirge volcano-plutonic complex (Germany, Czech Republic): evidence of multiple magma mixing (A. Muller et al.). Prolonged postcollisional shoshonitic magmatism in the southern Svecofennian domain a case study of the Ava granitelamprophyre ring complex (O. Eklund, A. Shebanov). Origin of chemically distinct granites in a composite intrusion in east-central Sweden: geochemical and geothermal constraints (A. Lindh). The effect of water on accessory phase solubility in subaluminous and peralkaline granitic melts (R.L. Linnen). Fractionated Granites and Pegmatites. Granitic pegmatites: an assessment of current concepts and directions for the future (D. London). The Greer Lake leucogranite, Manitoba, and the origin of lepidolite-subtype granitic pegmatites (P. Cerny et al.). Textural and chemical evolution of a fractionated granitic system: the Podlesi stock, Czech Republic (K. Breiter et al.). Petrological and geochemical evolution of the Kymi stock, a topaz granite cupola within the Wiborg rapakivi batholith, Finland (I. Haapala, S. Lukkari). Sn-polymetallic greisen-type deposits associated with late-stage rapakivi granites, Brazil: fluid inclusion and stable isotope characteristics (J.S. Bettencourt et al.). Solubility of cassiterite in evolved granitic melts: effect of T, fO2, and additional volatiles (P. Bhalla et al.).
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
Direct model labels (unvalidated)
Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.
| Model arm | Categories | Study design | Confidence |
|---|---|---|---|
| gemma | no category Domain: not available · Genre: Other About the Canadian research system: no · About a Canadian topic: no | Not applicable | low |
| gpt | no category Domain: not available · Genre: Other About the Canadian research system: no · About a Canadian topic: no | Other design | low |
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.207 | 0.048 |
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, unvalidatedLabeled directly by 2 models reading the full record.
The models disagree on parts of this classification; every voice is preserved in the section at the end of the page.
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".