Petroleum geologists' award to novelist Crichton is inappropriate
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The American Association of Petroleum Geologists (AAPG) announced in February that the group had given novelist Michael Crichton its 2006 Journalism Award for his novels Jurassic Park and State of Fear . AAPG states that the Journalism Award is intended to acknowledge those who have contributed to the public understanding of geology. The Council of the American Quaternary Association (AMQUA),a professional organization of scientists who study the recent (Quaternary) period of geologic time in which mankind has flourished, feels it was inappropriate for AAPG to give a journalism award for State of Fear for two reasons. The novel is not journalism. Furthermore, it is fiction that presents a distorted view of global warming as a scientific hoax, and Crichton is using his prominence as a novelist and movie director to push his views into the scientific debate on global warming and its consequences.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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 it