Parc Jarry (tall grass), 12.04.17
Bibliographic record
Abstract
Red-winged Blackbirds awaking in the tall grasses and trees around the pond of Parc Jarry in Montreal. Overhead, an atmospheric cacophony of gulls flying and crying in the dark gray cloud-covered sky. In the background, the constant traffic of St. Laurent Blvd that runs along the park. Sounds like being at home. Recorded with an MS pair of Sennheiser MKH50/MKH30 into a Sound Devices 633, on the early morning of April 12th, 2017. /// Carouges à épaulettes se réveillant dans les hautes herbes et les arbres entourant l'étang du Parc Jarry à Montréal. Au dessus, une cacophonie enveloppante de mouettes volant et criant dans le ciel gris couvert de nuages foncés. En arrière-plan, le traffic incessant du Boulevard Saint-Laurent qui longe le parc. C'est comme ça que ça sonne, quand je suis chez moi. Enregistré avec une paire MS de Sennheiser MKH50/MKH30 dans un Sound Devices 633, tôt le matin du 12 avril 2017.
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
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.695 | 0.072 |
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; both teacher heads agree on what is shown here.
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".