Bibliographic record
Abstract
Volume 1: John Stuart Mill Anne Romilly, Romilly-Edgeworth Letters 1813-1818 [excerpt] Thomas Moore, 'Ode to the Sublime Porte', The Times [James Lorimer], 'Mr Mill on Representative Government', North British Review W D Christie, 'Mr John Stuart Mill for Westminster', Macmillan's Magazine George Fitzhugh, 'John Stuart Mill on Political Economy', DeBow's Review William White, Illustrated Times 'Mr Mill's Speech on Capital Punishment', Westminster Review Lord Dufferin, Mr Mill's Plan for the Pacification of Ireland Examined Frances Power Cobbe, 'The Subjection of Women', Theological Review: [Margaret Oliphant], 'Mill on the Subjection of Women', Edinburgh Review [Bonamy Price], 'Mr Mill on Land', Blackwood's Edinburgh Magazine [Abraham Hayward], 'John Stuart Mill', The Times W T Thornton, 'His Career at India House', in H R Fox Bourne (ed), John Stuart Mill: Notices of His Life and Works Millicent Garret Fawcett, 'His Influence as a Practical Politician', in H R Fox Bourne (ed), John Stuart Mill: Notices of His Life and Works John Morley, 'The Death of Mr Mill', Fortnightly Review [Herbert Cowell], 'John Stuart Mill: An Autobiography', Blackwood's Edinburgh Magazine [Henry Reeve], 'Autobiography of John Stuart Mill', Edinburgh Review Charles W Dilke, 'John Stuart Mill, 1869-1873', Cosmopolis: An International Review Frederic Harrison, 'John Stuart Mill', Nineteenth Century George Jacob Holyoake, Bygones worth Remembering [excerpt] Thomas Hardy, 'A Glimpse of John Stuart Mill', The Times Volume 2: Thomas Hill Green and William Morris Thomas Hill Green R S Rait (ed), Memorials of Albert Venn Dicey [excerpt] Mark Pattison, 'Philosophy at Oxford', Mind H H Asquith, Some Aspects of the Victorian Age: The Romanes Lecture 1918 [excerpt] L A Selby-Bigge, 'Practical Oxford: A Reply to Professor Goldwin Smith', Contemporary Review Lewis R Farnell, An Oxonian Looks Back [excerpt] 'Professor Green on Temperance,' Alliance News 'Morality by Act of Parliament,' Alliance News 'Special Conference at Oxford,' Alliance News 'The Oxford Election,' Alliance News 'The Late Professor Green' and 'Memorial to Professor Green,' Alliance News William Cunningham, from 'The Sense of Citizenship' and 'Personal Character' Percy Alden, 'Arnold Toynbee,' Mansfield House Magazine Richard Burdon Haldane, 'The New Liberalism,' Progressive Review J H Muirhead, Reflections by a Journeyman in Philosophy on the Movements of Thought and Practice in His Time F C Conybeare, 'On Professor Green's Political Philosophy,' National Review G F Barbour, 'Green and Sidgwick on the Community of the Good,' The Philosophical Review Arthur Boutwood, Letter to second Viscount Halifax 'The Late Professor Green,' Oxford Chronicle and Berks and Bucks Gazette 'Death of Professor T H Green,' Oxford Chronicle 'The Late Professor Green,' Oxford Times 'Professor Thomas Hill Green,' Church of England Temperance Chronicle 'The Late Professor Green' and 'Death of Professor T H Green,' Alliance News C A Fyffe, 'The Late Professor T H Green,' The Times 'Sermon by the President of Trinity,' Oxford and Cambridge Undergraduate's Journal Richard Lewis Nettleship, 'Professor T H Green, In Memoriam', Contemporary Review James Bryce, 'Professor T H Green, In Memoriam,' Contemporary Review William Morris John William Mackail, The Parting of the Ways, an Address [excerpt] Emma Lazarus, 'A Day in Surrey with William Morris,' Century Frederic W H Myers, 'Modern Poets and the Meaning of Life,' Nineteenth Century Oscar L Triggs, 'The Socialistic Thread in the Life and Works of William Morris,' Poet-Lore John William Mackail, William Morris [excerpt] 'Nephelococcygia-Lez-Hammersmith,' Saturday Review Edward Carpenter, My Days and Dreams, Being Autobiographical Notes [excerpts] Edward Carpenter, 'The Enchanted Thicket: An Appeal to the Well-to-do' [Police reports], The Times Edward Aveling, 'Police Tyranny, To The Editor of The Times', The Times Eduard Bernstein, My Years of Exile: Reminiscences of a Socialist [excerpts] Edward Carpenter, 'William Morris,' Freedom Sam Mainwaring, 'Reminiscences of William Morris, By A Working Colleague', Freedom Walter Crane, [tribute to Morris], Freedom Peter Kropotkin, [tribute to Morris], Freedom 'William Morris, Poet and Artist', Quarterly Review R B Cunninghame Graham, 'With the North-West Wind', Saturday Review Samuel G Hobson, Pilgrim to the Left, Memoirs of a Modern Revolutionist [excerpt] J Bruce Glasier, The Meaning of Socialism [excerpts] Volume 3: Walter Bagehot [W R Greg], 'Literature', Economist A V Dicey, 'Physics and Politics', Nation A V Dicey, 'Bagheot's Biographical Studies', Nation R H Hutton, 'Walter Bagehot', Fortnightly Review George Walker, 'Walter Bagehot and the Economist', Nation George Walker, 'Walter Bagehot', Nation George Barnett Smith, 'Walter Bagehot', Frasier's Magazine John Arbuckle, 'Journalism as Exemplified by Mr Bagehot', Scribners Monthly Woodrow Wilson, 'A Literary Politician', Atlantic Monthly Woodrow Wilson, 'A Wit and A Seer', Atlantic Monthly John Morley, Recollections [excerpt] M E Grant Duff, 'Walter Bagehot: His Life and Works', Out of the Past: Some Biographical Essays Bonamy Price, 'Lombard Street', Fraser's Magazine William Newmarch, 'Lombard Street', Quarterly Review Robert Giffen, 'Bagehot as an Economist', Fortnightly Review R E Welby, 'Letter to the Economist', Economist R E Welby, 'Letter to Mrs Russell Barrington' R E Welby, 'Memorandum' 'Bridgewater Election Arrival of Mr Bagehot, The Liberal Candidate', Bridgewater Mercury 'University College', Daily News 'University of London Election', Daily News 'Representation of London University', Daily News 'Science of Bribery', Reynolds Newspaper Minutes of Evidence Taken before the Commissioners Appointed to Inquire into the Existence of Corrupt Practices 'The Election Commissioners', Jackson's Oxford Journal 'Report of the Bridgewater Election Commissioners', Pall Mall Gazette R H Hutton, obituary, Spectator E J D Wilson, obituary, Examiner Obituary, Langport Herald Granville George Leveson-Gower, second Earl Granville, Speech at University College London Letter of James Bryce to R H Hutton Letter of James Bryce to Eliza Bagehot Letter of James Bryce to Mrs Russell Barrington James Bryce, 'Address of March 24, 1916' Letters of William Gladstone to Eliza Bagehot
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 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 | 0.001 | 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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".