THE CONTRIBUTION OF COMMERCIAL AVIATION TO THE ECONOMY OF MANITOBA: AN ECONOMIC IMPACT ASSESSMENT
Bibliographic record
Abstract
In December 1903, the Wright brothers achieved the first manned, controlled, powered airplane flight. The ensuing development of aviation contributed outstandingly to overcoming the limitations presented by temporal, spatial and topographical barriers. In Manitoba, aviation provides a critical link in the transportation network. The air mode provides vital connections between remote northern areas and larger provincial areas. It also connects all Manitobans to international destinations via the Winnipeg International Airport. The contribution by the air mode in facilitating the general economy is widely acknowledged. However, the contribution of commercial aviation to the Manitoba economy is unquantified. This paper reposts on the economic impact of commercial aviation with the Province of Manitoba for the year 2001. It outlines the structure of the industry and introduces the methodology and also reports the quantification of the aviation industry in Manitoba in terms of direct, indirect and induced economic impacts.
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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 | 0.001 | 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 | 0.000 | 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 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".