Bibliographic record
Abstract
The text and photographs are interspersed. For every red x within the text, there is a corresponding photograph. The photographs are numbered and they include: \n \n1. Home of James A. Garfield, Mentor, Ohio \n2. Niagara River \n3. Niagara River from Canadian side \n4. Power Generator above falls from Canadian side \n5. Rough water above falls and power plant \n6. Niagara River \n7. Niagara Falls \n8. Horseshoe Falls \n9. Below the falls (Canada left, U.S.A. right) \n10. Close-up of Horseshoe Falls from Canadian side \n11-12. The whirlpool \n13. Flower garden – School [of Horticulture] \n14. Union Jack at Victoria Park [referred to here as Hydro-Electric \n Park] \n15. Floral clock [referred to a musical clock, Hydro-Electric Park] \n16. Brock statue, Queen Victoria Park [referred to here as Hydro- \n Electric Park] \n17. Baseball Hall of Fame, Cooperstown, New York \n18. Across Lake Otsego, Cooperstown, New York \n19 Farmers’ Museum, Cooperstown, New York \n20. View from Fenimore House, Cooperstown, New York \n21. James Fenimore Cooper House, Cooperstown, New York \n22-23. Capitol Building, Hartford, Connecticut \n24. Grave of Sgt. Benjamin Case in old cemetery, Providence Rhode \n Island \n25. Nathan Hale, patriot spy – Homestead near Hartford, Connecticut \n26-28. Capitol Building, Providence, Rhode Island \n29-30. Waterfront, New Bedford, Connecticut \n31. Plymouth Rock with ocean in the background \n32. Plymouth Rock Massachusetts – reconstructed dwelling \n33. Ocean view from Plymouth Rock, Massachusetts \n34. Pilgrim Hall, Plymouth Rock, Massachusetts \n35. Daniel Webster grave between Plymouth and Boston, \n Massachusetts \n36. Daniel Webster Family lot [plot] between Plymouth and Boston, \n Massachusetts \n37. Paul Revere home, Boston, Massachusetts \n38. Paul Revere home, Massachusetts [photos 37 and 38 show “our \n bus”] \n39-40. Old Ironsides (Constitution), Boston Naval Yards \n41. Concord English statue – before crossing the bridge \n42. Looking across the bridge, Concord – American statue in \n background \n43. Minute Man Statue, Concord, Massachusetts \n44. Entrance to Wayside Inn, Sudbury, Massachusetts \n45. Wayside Inn Chapel \n46. Wayside Inn – old mill (100 years old & still in operation) \n47. Harvard University Museum [lady in the picture referred to as \n Joe] \n48. Longfellow’s home, Boston (Washington also lived here) \n49-50. Nathaniel Hawthorne’s home (House of Seven Gables), Salem, \n Massachusetts \n51. Nathaniel Hawthorne’s birthplace, Salem, Massachusetts [bumper \n of their car in photo referred to as “us”] \n52. Newbury, Massachusetts – house built in 1725 \n53. New Hampshire coastline showing Atlantic Ocean \n54. Rock bound coast of Maine \n55. Maine’s Atlantic coastline \n56. Entrance to the state capitol at Augusta, Maine \n57. State capitol, Augusta, Maine \n58. Atlantic Ocean – Maine coastline \n59. Hills, river and road, Maine \n60. Custom Station – crossing into Canada from Maine \n61-62. Canadian scenery \n63. Quebec, Canada \n64. Chateau Frontenac, Quebec \n65. Lower Quebec \n66. Quebec Parliament Building \n67. Italian ship at a port near Montreal \n68. French ship near Montreal \n69. Logs for the largest paper mill in the world, Three Rivers [Trois- \n Rivières], Canada \n70. Montreal suburb \n71. Hydro Electric Dam – Ottawa River \n72. Canadian scenery \nUnnumbered. Chateau Frontenac, Quebec, Canada \n73. Route 17 – King’s Highway \n74. Webbwood, Ontario \n75. Leaving Canada \n76. Gate to cross on ferry from Sault Ste. Marie to Michigan \n77. View of Sault Ste. Marie from ferry \n78. View of U.S.A. from ferry \n79. Lake Huron from ferry – St. Ignace, Michigan \n80. From ferry – freighter and Mackinac Island
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".