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
Carson, A. 'The Burners: A Reading of Bacchylides' Third Epinician Ode.' Phoenix 38 (1984) Clay, D. 'Fragmentum Adespotum 976.' Transactions of the American Philological Association 101 (1970) Compton, T. 'The Barbed Rose: Sappho as a Satirist.' Favonius 1 (1987) Dougherty, C. 'Archaic Greek Foundation Poetry: Questions of Genre and Occasion.' Journal of Hellenic Studies 114 (1994) Felson, N. 1999. 'Vicarious Transport: Fictive Deixis in Pindar'sPythian Four.' Harvard Studies in Classical Philology 99 (1999) Harvey, A.E. 'The Classification of Greek Lyric Poetry.' Classical Quarterly 5 (1955) Hubbard, T.K. 'The Theban Amphiaraion and Pindar's Vision on the Road to Delphi.' Museum Helveticum 50 (1993) Kurke, L. 'Pindar's Sixth Pythian and the Tradition of Advice Poetry.' Transactions of the American Philological Association 120 (1990) Miller, A.M. 'Pindar, Archilochus and Heiron.' Transactions of the American Philological Association 111 (1981) Petropoulos, J. 'Sappho the Sorcoress - Another look at Fr. 1 (LP).' Zeitschrift fur Papyrologie und Epigraphik 97 (1993) Power, T.C. 'A Chorus of Parthenoi in Bacchylides 13' Harvard Studies in Classical Philology 100 (2000) Rosen, R.M. 'Hipponax, Boupalos, and the Conventions of the Psogos.' Transactions of the American Philological Association 118 (1988) Schein, S.L. 'Unity and Meaning in Pindar's Sixth Pythian Ode.' METIS: Revue d'Anthropologie du Monde Grec Ancien 2 (1987) Segal, C. 'Messages to the Underworld: An Aspect of Poetic Immortalization in Plindar.' American Journal of Philology 106 (1985) Sfyroeras, P. 'Fireless Sacrifices: Pindar's Olympian 7 and the Panathenaic Festival.' American Journal of Philology 114 (1993) Sider, D. 'The Blinding of Steischorus.' Hermes 117 (1989) Stehle, E. 'Help me to sing, Muse, of Plataea.' Arethusa 29 (1996) Wickersham, J.M. 'The Corpse Who Calls Theognis.' Transactions of the American Philological Association 116 (1986) Yatromanolakis, D. 'Simonades Fr. Eleg. 22 W2: To Sing or to Mourn?' Zeitschrift fur Papyrologie und Epigraphik 120 (1998) List of Recommended Readings
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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