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
Kesper-Biermann, Sylvia, Staat und Schule in Kurhessen 1813-1866 (Vandenhoeck & Ruprecht, 2001). Lehning, James, To Be a Citizen. The Political Culture of the Early French Third Republic (Cornell University Press, 2001). Reddy, William, The Navigation of Feeling (Cambridge University Press, 2001). Romani, Roberto, National Character and Public Spirit in Britain and France, 1750-1914 (Cambridge University Press, 2002). Rose, James, Duquesne and the Rise of Steel Unionism (University of Illinois Press, 2001). Rosenfeld, Sophia, A Revolution in Language. The Problem of Signs in Late Eighteenth-Century France (Stanford University Press, 2001). Ruble, Blair, Second Metropolis. Pragmatic Pluralism in Gilded Age Chicago, Silver Age Moscow, and Meiji Osaka (Cambridge University Press, 2001). Ruff, Julius, Violence in Early Modem Europe (Cambridge University Press, 2001). Rumbaut, Ruben and Portes, Alejandro (eds), Ethnicities. Children of Immigrants in America (University of California Press, 2001). Sautman, Francesca Canada and Sheingorn, Pamela (eds), Same Sex Love and Desire among Women in the Middle Ages (Palgrave, 2001). Scranton, Philip (ed.), The Second Wave. Southern Industrialization from the 19405 to the 19705 (University of Georgia Press, 2001). Lilley, Keith, Urban Life in the Middle Ages 1000-1430 (Palgrave, 2001). McCarthy, Justin, The Ottoman Peoples and the End of Empire (Arnold, 2001). Mendie, Michael (ed.), The Putney Debates of 1647. The Army, the Levellers, and the English State (Cambridge University Press, 2001). Michels, George, At War with the Church. Religious Dissent in Seventeenth-century Russia (Stanford University Press, 2001). Mills, Dennis, Rural Community History from Trade Directories (Local Population Studies, 2001). Packer, Ian, Lloyd George, Liberalism and the Land. The Land Issue and Party Politics in England, 1906-1914 (Royal Historical Society, 2001). Parrott, David, Richelieu's Army. War, Government and Society in France, 1624-1642 (Cambridge University Press, 2001). Popkin, Jeremy, Press, Revolution and Social Identities in France, 1830-1835 (Penn State University Press, 2001). Rasmussen, Birgit Brander, Klinenberg, Eric, Nexica, Irene and Wray, Matt (eds), The Making and Unmaking of Whiteness (Duke University Press, 2001). Schechter, Patricia, Ida B. Wells-Bamett and American Reform, 1880-1930 (University of North Carolina Press, 2001). Schulten, Susan, The Geographical Imagination in America, 1880-1930 (University of Chicago Press, 2001). Scott, Tom, Society and Economy in Germany, 1300-1600 (Palgrave, 2001). Shackel,Paul (ed.), Myth, Memory, and the Making of the American Landscape (University Press of Florida, 2001). Smith, John (ed.), When Did Southern Segregation Begin? (Palgrave, 2002). Sokoll, Thomas (ed.), Essex Pauper Letters 1731-1831 (Oxford University Press, 2001). Spraggs, Gillian, Outlaws and Highway men.The Cult of the Robber in England from the Middle Ages to the Nineteenth Century (Pimlico, 2001). Steffen, Lisa, Defining a British State. Treason and National Identity, 1608-1820 (Palgrave, 2001). Stengers, Jean and van Neck, Anne, Masturbation. The History of a Great Terror (St Martin's Press, 2001). Sweeney, Regina, Singing Our Way to Victory. French Cultural Politics and Music during the Great War (Wesleyan University Press, 2001). Veenendaal, Augustus, Railways in the Netherlands. A Brief History, 1834-1994 (Stanford University Press, 2001). Vickeiy, Amanda (ed.), Women, Privilege and Power. British Politics, 1750 to the Present (Oxford University Press, 2001). Vigarello, Georges, A History of Rape. Sexual Violence in France from the 16th to the 20th Century (Polity Press, 2001). Vinson, Ben, Bearing Arms for His Majesty. The Free-Colored Militia in Colonial Mexico (Stanford University Press, 2001). Waldinger, Roger (ed.), Strangers at the Gates. New Immigrants in Urban America (University of California Press, 2001). Worobec, Christine, Possessed. Women, Witches and Demons in Imperial Russia (Northern Illinois University Press, 2001). Xu, Xiaoqun, Chinese Professionals and the Republican State. The Rise of Professional Associations in Shanghai 1912-1937 (Cambridge University Press, 2000). Aron, Cindy, Working at Play. A History of Vacations in the United States (Oxford University Press, 2001). Baron, Samuel, Bloody Saturday in the Soviet Union. Novocherkassk, 1962 (Stanford University Press, 2001). Bielenberg, Andy (ed.), The Irish Diaspora (Longman, 2000). Blok, Anton, Honour and Violence (Polity Press, 2001). Braddick, Michael, State Formation in Early Modem England, c. 1550-1700 (Cambridge University Press, 2001). Brading,D. A.,Mexican Phoenix. Our Lady of Guadalupe:Image andTradition across Five Centuries (Cambridge University Press, 2001). Carney, Judith, Black Rice. The African Origins of Rice Cultivation in the Americas (Harvard University Press, 2001). Carter, Ian, Railways and Culture in Britain. The Epitome of Modernity (Manchester University Press, 2001). Cayton, Andrew and Gray, Susan (eds), The American Midwest. Essays on Regional History (Indiana University Press, 2001). Charle, Christophe, La Crise des sociétés impériales. Allemagne, France, Grande-Bretagne. Essai d'histoire sociale comparée (Seuil, 2001). Chojnacka, Monica, Working Women in Early Modem Venice (Johns Hopkins University Press, 2001). Cohen, Deborah, The War Come Home. Disabled Veterans in Britain and Germany, 1914-1939 (University of California Press, 2001). Cook, James, The Arts of Deception. Playing with Fraud in the Age of Burman (Harvard University Press, 2001). Cowling, Maurice, Religion and Public Doctrine in Modern England, vol. 3 (Cambridge University Press, 2001). Crubaugh, Anthony, Balancing the Scales of Justice. Local Courts and Rural Society in Southwest France, 1730-1800 (Penn State University Press, 2001). Dalley, Bronwyn and Phillips, Jock (eds), Going Public.The Changing Face of New Zealand History (Auckland University Press, 2001). Delaney, Enda, Demography, State and Society. Irish Migration to Britain, 1921-1971 (Liverpool University Press, 2000). Doyle, William (ed.), Old Regime France (Oxford University Press, 2001). Elazar, Dahlia, The Making of Fascism. Class, State, and Counter-Revolution, Italy 1919-1922 (Greenwood Publishing, 2001). Epstein, Steven, Speaking of Slavery. Color, Ethnicity and Human Bondage in Italy (Cornell University Press, 2001). Feldman, Gerald, Allianz and the German Insurance Business, 1933-1943 (Cambridge University Press, 2001). Foot, John, Milan Since the Miracle. City, Culture and Identity (Berg, 2001). Fragnito, Gigliola (ed.), Church, Censorship and Culture in Early Modem Italy (Cambridge University Press, 2001). Jones, Emrys (ed.), The Welsh in London, 1300-2000 (University of Wales Press, 2001). Karpat, Kemal, The Politicization of Islam. Reconstructing Identity, State, Faith, and Community in the Late Ottoman State (Oxford University Press, 2001). Gayot, Gérard and Minard, Philippe (eds), Les ouvriers qualifiés de l'industrie (XVF-XX si碬e) (Revue du Nord, 2001). Gildart, Keith, North Wales Miners. A Fragile Unity, 1943-1996 (University of Wales Press, 2001). Gonick, Cy, A Very Red Life. The Story of Bill Walsh (Canadian Committee on Labor History, 2001). Halliday, Stephen, Underground to Everywhere. London's Underground Railway in the Life of the Capital (Sutton, 2001). Hatcher, John and Bailey, Mark, Modelling the Middle Ages. The History and Theory of England's Economic Development (Oxford University Press, 2001). Hewitt, Nancy, Southern Discomfort. Women's Activism in Tampa, Florida, 18805-19205 (University of Illinois Press, 2001). Heywood, Colin, A History of Childhood (Polity, 2001). Johansen, Shawn, Family Men. Middle-Class Fatherhood in Early Industrializing America (Routledge, 2001). Johnson, Patricia, Hidden Hands. Working-Class Women and Victorian Social-Problem Fiction (University of Ohio Press, 2001).
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.055 | 0.004 |
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