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.
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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.007 | 0.012 |
| Science and technology studies | 0.006 | 0.024 |
| Scholarly communication | 0.014 | 0.014 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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 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".