Illusion Panic in the False Judgment,Ill-positioning Adjustment in the False Judgment An Analysis and Projection for International Financial Market of the 3rd Quarter
Bibliographic record
Abstract
From the macro point of view,there are three new changes in international financial market of the 3rd quarter in 2007: price risk has been gradually changed into institutional risk;financial product risk has been changed into resource price risk;and economy globalization has been converted to investment globalization.In this quarter,the main exhibition of international financial market is abrupt fall of global stock market resulted from substandard debt problems in the U.S.with an expanded worry of the American economy;the revision of the American monetary policy has intervened the economy anticipation of Europe and Japan;the pessimistic anticipation of the American economy has induced USD credit crisis with enlarged rise of international gold price;national strategy planning and short-term sudden factors have been difficult to remove with enlarged rise of international petrol oil price;the prospects of the US Dollar is uncertain in the adjustment of international monetary system with expanded international financial risk,etc.For projection of the 4th quarter of 2007,there will be bigger risk for the international financial market and the likelihood of global financial turbulence even financial crisis will be enhanced.
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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 | 0.003 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.010 |
| Scholarly communication | 0.010 | 0.012 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.012 | 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 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".