Introduction [to Workers' Compensation]
Bibliographic record
Abstract
C.2 Six Basic Models Used to Calculate Employers' Costs C.3 The Basic Models Used for the 48 Jurisdictions, 1975-95 C.4 Compendium of Variables with Data for the Five Basic Models for States with Private Carriers C.5 Calculation of Adjusted Manual Rates from Manual Rates C.6 Calculation of Adjusted Manual Rates from Pure Premiums C.7 State Residual Market Shares, 1980-95 C.8 Adjustments for Residual Market Pricing Programs C.9 Sample Calculation of Adjusted Manual Rates for Model I, for Colorado on January 1, 1981 C.10 Sample Calculation of Adjusted Manual Rates for Model II, for Colorado on January 1, 1995 C.11 Sample Calculation of Adjusted Manual Rates for Model III, for Florida on January 1, 1988 xiii
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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 | 0.017 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".