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
Membership in the ISS brings many benefits, but one of the chief benefits comes from providing to the ISS tax-deductible funds that can be used to support the scheduling of Shaw conferences, symposia, and sessions and the giving of travel grants to the young to attend such events. In this way your regard and enthusiasm for Shaw can best be passed on. Please be as generous as you can in choosing your level of membership. For all gifts, the Recording Shaw will write your name in the Book of Life.As one of the principal goals of the ISS is to encourage younger generations to experience the delights of reading and seeing Shaw's works and participating in the discussion of them, the ISS offers a generous program of support in the form of scholarships and grants, most of which are allied with particular events, such as symposia and conferences.To that end, in sixteen years, eighty-five young scholars have been awarded one hundred and six Travel Grants to attend the annual Symposia at the Shaw Festival (Niagara-on-the-Lake, Ontario), Chicago Symposia in 2010 and 2014 co-sponsored by the ShawChicago Theater Company, and the Shaw Conferences in 2004, 2006, 2009, 2011, 2012, 2013, 2015, and 2017 respectively at the University of South Florida, Brown University, Catholic University of America, the University of Guelph (Canada), University College Dublin, the National Trust's “Shaw's Corner” (Ayot St. Lawrence, UK), Fordham University at Lincoln Center in New York, and at The Shaw Festival in Niagara-on-the Lake, Ontario. With a minimum gift of $500, an ISS grant can carry the donor's name.In addition, the “R. F. Dietrich Research Scholarship for Shaw Studies”, named in honor of the Founding President of the ISS, is an annual award of up to $1,000 USD to support research into any aspect of the life and work of Bernard Shaw by a graduate student or early-career scholar. The award, which may be held in conjunction with other awards, is intended to help defray costs associated with visits to libraries and other institutions that hold significant Shaw special collections and archives. Application details for the awards can be accessed at www.shawsociety.org.The ISS also coordinates with the Shaw Festival in Niagara-on-the-Lake, Ontario, Canada on applications for “Bryden Scholarships”, which cover registration fees and accommodations for the three days of the annual Shaw Symposium. See the link at www.shawsociety.org.The latest form is available at https://www.shawsociety.org/ISSMembership.htm. This form is innovative in that it allows you to pay by credit or debit card without establishing an account with PayPal. In paying, just follow the instructions at http://pay.shawbiz.org. It is also innovative in that it gives you the option of just emailing to the ISS Treasurer the choices made on the membership form instead of mailing the form itself. Any changes in address should be sent as well.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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 it