The ability of the Ontario heat unit system to model the growth and development of forage maize sown under plastic mulch
Why this work is in the frame
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Bibliographic record
Abstract
Abstract In a replicated field experiment carried out in Northern Ireland in 1998, the effects of sowing date (17 April, 5 May, 19 May and 1 June), cultivar of forage maize (Hudson and Diamant) and treatments with no mulch (NP), total cover plastic mulch (TC), TC plastic mulch removed at eight‐leaf growth stage (EL) and punch plastic mulch (PU) on the rate of development of the crop and the accumulation of dry matter (DM) in the whole plant and cobs were described. Soil and air temperatures under the mulch treatments and in the open were recorded and the daily accumulation of Ontario heat units (OUs) calculated for each treatment based on the air temperatures experienced by the crop for the periods that it was under plastic mulch and in the open. The interval from sowing to emergence was proportional to the accumulated heat units above a soil base temperature of 8·2°C. The phenology of leaf emergence varied widely in terms of calendar date across the sowing date and plastic mulch treatments but relative to adjusted OUs the treatments were more closely aligned. Treatment PU advanced the crop less than the other mulch treatments relative to calendar date but, relative to OUs, more than these treatments. Physical damage to plants emerging through the TC treatment and air temperatures exceeding 40°C during the first month under treatments TC and EL did not appear to retard physiological development. The total adjusted OUs to reach 50% silking ranged from 1432 to 1753. Close relationships were found between the total OUs from silking to harvest and the whole crop DM content, cob DM content, cob yield and starch concentration of the whole crop at harvest so that differences between the treatments could largely be accounted for by the differences in silking date. It was concluded that the OU system can provide a reasonable model of maize growth for crops sown under TC plastic mulch providing air temperatures under the plastic are used for the period that the crop experiences them. However, the OU system is less reliable for crops grown under punch plastic because of the soil warming effect of the mulch that is not taken into account by the OU system.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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 it