A graphical method to determine the incinerability of municipal solid waste
Why this work is in the frame
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Bibliographic record
Abstract
Incinerability index (i-Index) is a recently developed multi-dimensional indicator which quantifies the incinerability of municipal solid waste (MSW) incorporating the 3-E concept. However, a limit/range of values needs to be defined within which MSW can sustain incineration autogenously. This article showcases a graphical method to determine the incinerability, called incinerability plot or i-Plot. i-Plot consists of a plot constructed using normalised parameter values. Three incinerability zones are subsequently defined, viz. central non-incinerable zone, followed by incinerable and autogenously incinerable zone. As the distance from the centre of the plot increases, incinerability increases, until it attains self-sustained combustibility towards the outer boundary of incinerable zone. The corresponding i-Index values are used to establish an incinerability range. MSW with i-Index > 45 is hence incinerable, whereas i-Index > 89 is autogenously incinerable for energy recovery. Based on the position of MSW in the plot and the composite indicator value, assessment of incinerability may be made. i-Plot also illustrates the variation in individual parameter scores besides identifying the contribution of individual parameters to the incinerability.
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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 | 0.002 | 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 | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it