Bibliographic record
Abstract
Providence College Department of Theater, Dance & Film Angell Blackfriars Theatre 9 to 5: The Musical Book by Patricia Resnick Music and Lyrics by Dolly Parton April 8-10 and 22-24, 2022 Directed by Jimmy Calitri Musical Direction by Lila Kane Choreographed by Jennifer Hopkins Kelly Slader - Stage Manager Carrie Selwood, Laurel Franczek, Joseph Pekar - Asst. Stage Managers Sydney Cahill, Alex Cannon, Halle Pratt - Asst. Directors Halle Pratt, Katelyn Salvato - Asst. Choreographers/Co-Dance Captains Molly McGoldrick - Asst. Scenic Designer Jillian Forrester - Sound Board Operator Carolyn Bradley - Light Board Operator Kelsi Canada, Mary Bryz-Gornia - Costume Crew Nicholas Bullock, Clare Krug - Student Vocal Assistants Cast: Halle Pratt - Violet Newstead, Emma Lindsay - Judy Bernly, Katelyn Salvato - Doralee Rhodes, Alex Cannon - Franklin Hart, Jr., Analisa Pisano - Roz Keith, Nicholas Bullock - Joe, Dom Dasilva - Dwayne, *U/S Franklin Hart, Jr., Caitlyn Mitchell - Margaret, Emma Lowrey - Kathy, Katie Vennard - Maria Delgado, Anthony Dispena - Dick, Dylan Wallace - Josh Newstead, Ailash Egan - Missy Hart, Victoria LeBlanc - Detective/Ensemble/*U/S Missy Hart and Roz Keith, Clare Krug - Candy Striper/Ensemble/*U/S Judy Bernly, Andy Belotte - Doctor/Ensemble, Brendan Phaneuf - Ensemble/*U/S Josh Newstead and Bob, Bella Quinson - New Employee/Ensemble/*U/S Maria, Aidan Benjamin - Bob/Ensemble/*U/S Joe, Kathryn Genest - Ensemble, Abbie Joy - Ensemble/*U/S Doralee Rhodes, Kevin Bongiorno - Tinsworthy/Ensemble/*U/S Dwayne, Molly McGoldrick - Ensemble/*U/S Kathy and Margaret *Understudy
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.913 | 0.746 |
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".