Fieldwork photographs Billefjorden July 2021
Bibliographic record
Abstract
Fieldwork photographs of July 2021 excursion to Billefjorden. Day 0: boat journey onboard Polargirl (company: Polar Charter) from Longyearbyen to Diabasodden and then Pyramiden. Day 1: trip by zodiac boat from Pyramiden to Retrettøya, detailed fieldwork in Proterozoic basement rocks in Retrettøya, and return to Pyramiden by zodiac boat; Day 2: trip by zodiac boat from Pyramiden to Asvindalen, Brimerpynten, Alvrekdalen, and Narveneset. Landing site: Narveneset. Then walking away from the shore from Narveneset to Alvrekdalen and then Asvindalen. Return by foot along the shore in Brimerpynten. Day 3: trip by zodiac boat from Pyramiden to southern Ebbadalen. Then walk along southern Ebbadalen to Proterozoic basement rocks in the east. Day 4: trip by zodiac boat from Pyramiden to northern Narveneset. Hike up and down the slope to the Devonian-Permian unconformity. Then zodiac trip to Lykteneset in the afternoon. Walk upstream all the way up to the footwall of the Balliolbreen Fault into Devonian sedimentary rocks and back downstream. Day 5: trip to Mimerdalen by car (courtesy of Arktikugol) from Pyramiden. Then hike to and along the southern flank of Reuterskiöldfjellet and walk back along northern shore of Muninelva and to Pyramiden. Day 6: trip to Estheriahaugen by car (courtesy of Arktikugol) from Pyramiden. Then hike to and along the crest of Planteryggen all the way to the Permian. Walk down the northeastern flank of Planteryggen and towards two presumed landslides of Permian rocks on the southwestern side of Munindalen, and walk back to Estheriahaugen. Return journey by car from Estheriahaugen to Pyramiden (courtesy of Arktikugol). Day 7: trip to south of Estheriahaugen by car (courtesy of Arktikugol) from Pyramiden. Then hike to Blåvatnet and Fiskekløfta. Return to Pyramiden by car (courtesy of Arktikugol). Day 8: boat journey onboard Polargirl from Pyramiden to Nordenskiöldbreen and then Longyearbyen.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.642 | 0.351 |
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".