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
Part I: Critic/Purpose * Must We All Be 'Rhetorical Critics'? Barnet Baskerville * Criticism Ephemeral and Enduring, Karlyn Kohrs Campbell * Another Shooting in Cowtown, Thomas W. Benson * Rhetoric, Society and the Critical Response, Philip Wander and Steven Jenkins * Rhetorical Criticism as Moral Action, James F. Klumpp and Thomas A. Hollihan * Communication, Social Justice, and Joyful Commitment, Stephen John Hartnett * Leff in Context: What is a Critic's Role? Barbara Warnick * The Critic as Empath: Moving Away from Totalizing Theory, Celeste Michelle Condit * Criticism and Authority in the Artistic Mode, Bonnie J. Dow * Rethinking Critical Voice: Materiality and Situated Knowledges, Julia T. Wood and Robert Cox *Voice and Voicelessness in Rhetorical Studies, Eric King Watts * Performing Critical Interruptions: Stories, Rhetorical Inventions, and Environmental Justice Movement, Phaedra C. Pezzullo Part II: Object/Method * Gettsyburg and Silence, Edwin Black * Words the Most Like Things: Iconicity and the Rhetorical Text, Michael Leff and Andrew Sachs * Text, Context, and the Fragmentation of Contemporary Culture, Michael Calvin McGee * Object and Method in Rhetorical Criticism: From Wichelns to Leff and McGee, Dilip Parameshwar Gaonkar * Literature as Equipment for Living, Kenneth Burke * Accidental Rhetoric: The Root Metaphors of Three Mile Island, Thomas B. Farrell and G. Thomas Goodnight * Fantasy and Rhetorical Vision: The Rhetorical Criticism of Social Reality, Ernest G. Bormann * Refitting Fantasy: Psychoanalysis, Subjectivity, and Talking to the Dead, Joshua Gunn * The Rhetoric of the American Western Myth, Janice Hocker Rushing * Spaces of Remembering and Forgetting: The Reverent Eye/I at the Plains Indian Museum, Greg Dickinson, Brian L. Ott, and Eric Aoki * Memory and Reconciliation at the Birmingham Civil Rights Institute, Victoria J. Gallagher * Show/Down Time: Race, Gender, Sexuality, and Popular Culture, Thomas K. Nakayama * From Public Sphere to Public Screen: Democracy, Activisim, and the Violence of Seattle, Kevin Michael DeLuca and Jennifer Peeples Part III: Theory/Practice * On Viewing Rhetoric as Epistemic, Robert Scott * Rhetoric as a Way of Being, Thomas W. Benson * Critical Models in the Analysis of Discourse, Thomas B. Farrell * Knowledge Claims in Rhetorical Criticism, David Zarefsky * Rhetorical Theory as Heuristic and Moral: A Pedagogical Justification, Barry Brummett * Constitutive Rhetoric: The Case of the Peuple Quebecois, Maurice Charland * Critical Rhetoric: Theory and Praxis, Raymie E. McKerrow * The Critique of Vernacular Discourse, Kent A. Ono and John M. Sloop * The Materiality of Discourse as Oxymoron: A Challenge to Critical Rhetoric, Dana L. Cloud * Another Materialist Rhetoric, Ronald Walter Greene * Nietzsche and the Aesthetics of Rhetoric, Steve Whitson and John Poulakos * Cinema and Choric Connection: Lost in Translation as Sensual Experience, Brian L. Ott and Diane Keeling Part IV: Audience/Consequentiality * The Second Persona, Edwin Black * The Third Persona: An Ideological Turn in Rhetorical Theory, Philip C. Wander * Contextual Twilight/Critical Liminality: J.M Barrie's Courage at St. Andrews, 1922, Charles E. Morris III * The Rhetorical Limits of Polysemy, Celeste Michelle Condit * Polysemy: Multiple Meanings in Rhetorical Criticism, Leah Ceccareli * The Spectacular Consumption of True African America Culture: Wassup with the Budweiser Guys? Eric King Watts and Mark P. Orbe * Vernacular Dialogue and the Rhetoricality of Public Opinion, Gerard A. Hauser * Out-Law Discourse: The Critical Politics of Material Judgment, John M. Sloop and Kent A. Ono * Enacting Red Power: The Consummatory Function in Native American Protest Rhetoric, Randall Lake * Creating Discursive Space through a Rhetoric of Difference: Chicana Feminists Craft a Homeland, Lisa A. Flores * Reflections on Criticism and Bodies: Parables from Public Places, Carole Blair * No Time for Mourning: The Rhetorical Production of the Melancholic Citizen-Subject in the War on Terror, Barbara Biesecker * The Rhetorical Ritual of Citizenship: Women's Voting as Public Performance, 1868-1875, Angela G. Ray
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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