Bibliographic record
Abstract
Bibliography (in English) for 2020 David Bratman (bio) Primary Sources Tolkien, J.R.R. [Letters to Mary Fairburn, 24 May and 4 Sept. 1968]. Borne on the Wind: Memoirs of an Artist. By Mary Fairburn. Castlemaine [Vic.]: Kelly & Rose, 2020. 320, [436–37]. ———, trans. Sir Gawain and the Green Knight, Pearl and Sir Orfeo. Ed. Christopher Tolkien. Rev. ed. London: HarperCollins, 2020. Books Cirilla, Anthony G., and Vincent E. Rone, ed. Mythopoeic Narrative in The Legend of Zelda. New York: Routledge, 2020. Doyle, Mark. Utopian and Dystopian Themes in Tolkien's Legendarium. Lanham, MD: Lexington Books, 2020. Garth, John. The Worlds of J.R.R. Tolkien: The Places that Inspired Middle-earth. Princeton: Princeton UP, 2020. Glyer, Diana Pavlac, ed. Journey Back Again: Reasons to Revisit Middle-earth. Azusa, CA: Azusa Pacific University, Honors College, 2020. ———. A Merrier World: Unsung Virtues in Tolkien's Middle-earth. Azusa, CA: Azusa Pacific University, Honors College, 2020. Halsall, Michael John. Creation and Beauty in Tolkien's Catholic Vision: A Study in the Influence of Neoplatonism in J.R.R. Tolkien's Philosophy of Life as "Being and Gift." Eugene, OR: Lutterworth Press, 2020. Hilder, Monika B., Sara L. Pearson, and Laura N. Van Dyke, ed. The Inklings and Culture: A Harvest of Scholarship from the Inklings Institute of Canada. Newcastle upon Tyne: Cambridge Scholars, 2020. Hooker, Mark T. Tolkienian Glôssology: Or a Study of the Primitive Elvish Vocabulary of Tolkien's Qenya Lexicon and Gnomish Lexicon from the Late 1910s, the Precursors of Quenya and Sindarin. North Haven, CT: Llyfrawr, 2020. Jahosky, Michael T. The Good News of the Return of the King: The Gospel in Middle-earth. Eugene, OR: Wipf & Stock, 2020. McBride, Sam. Tolkien's Cosmology: Divine Beings and Middle-earth. Kent, OH: Kent State UP, 2020. Neubauer, Łukasz, ed. Middle-earth, or There and Back Again. Zurich: Walking Tree, 2020. Snyder, Christopher A. Hobbit Virtues: Rediscovering Virtue Ethics through J.R.R. Tolkien's The Hobbit and The Lord of the Rings. New York: Pegasus, 2020. Vink, Renée. Gleanings from Tolkien's Garden: Selected Essays. Beverwijk [Netherlands]: IJmond, 2020. Widdicombe, Toby. J.R.R. Tolkien: A Guide for the Perplexed. London: Bloomsbury Academic, 2020. Articles and Book Chapters Abalea, Gaelle. "Death as a Gift in J.R.R. Tolkien's Work and Buffy the Vampire Slayer." Journal of Tolkien Research 10.1 (2020). Alvarez, Carla. "Melchizedek, Bombadil, and the Numinous in The Lord of the Rings." An Unexpected Journal 3.1 (Spring 2020): 75–92. Anderson, Brendan. "The Girl in the Woods: "On Fairy Stories" and the Virgin Horror." Journal of Tolkien Research 10.1 (2020). Anderson, Douglas A. "Index to The Journal of Tolkien Research, Volume 1 through Volume 9 issue 1." Journal of Tolkien Research 9.2 (2020). Annear, Lucas. "Vowel Category and Meanings of Size in Tolkien's Early Lexicons." Journal of Tolkien Research 9.2 (2020). Armstrong, Jensen. "A Narrative Quest." Glyer, Journey 19–41. Badger, Keith. "In Search of Bombadil: Tracking J.R.R. Tolkien's Keeper of the Forest." Parabola 45.3 (Fall 2020): 103–9. Beal, Jane. "Saint Galadriel? J.R.R. Tolkien as the Hagiographer of Middle-earth." Journal of Tolkien Research 10.2 (2020). Beech, Martin. "In the Moon Gleaming." Mallorn 60 (Summer 2020): 24–27. Birks, Annie. "Game of Thrones Seen through the Prism of Tolkien's Theory on Fairy Stories." Hither Shore 14 (2017 [2020]): 235–49. Blackham, Bob. "Tolkien in King's Heath." Mallorn 61 (Winter 2020): 35–37. Błaszkiewicz, Bartłomiej. "On the Concept of Hope in the Work of J.R.R. Tolkien." Kwartalnik Neofilologiczny 67 (Jan. 2020): 23–39. ———. "J.R.R. Tolkien's The Fall of Arthur in the Context of the Medieval Tradition of Romance." Neubauer 71–82. Borowiec, Łukasz. "From Wilderland to East End and Back Again: On the Links Between Harold Pinter's The Dwarfs: A Novel and J.R.R. Tolkien's The Hobbit." Roczniki Humanistyczne 68.11 (2020): 65–80. Bowman, Nathaniel. "Courage." Glyer, Merrier 137–51. Boyd, Craig A. "Augustine, Aquinas, & Tolkien: Three Catholic Views on Curiositas." Heythrop Journal 61.2 (Mar. 2020): 222–33. Bradley, Jacob L. "Providence...
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.009 | 0.012 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.730 | 0.710 |
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".