A grower-centred examination into definitions of and impacts on success in aquaculture ventures in Nova Scotia
Bibliographic record
Abstract
L'auteur a accord une licence non exclusive permettant la Bibliothque nationale du Canada de re%%oduire, prter, distribuer ou vendre des copies de cette thse sous la forme de microfiche/film, de reproduction sur papi ou sur format lectronique.L'auteur conserve la proprit du droit d'auteur qui protge cette dise.Ni la thse ni des extraits substantiels de celle-ci ne doivent tre inquims ou autrement reproduits sans son autorisatioiL 0-612-72668-1As this study illustrates the numerous impacts upon leaseholder success in Nova Scotia, it illustrates the numerous impacts upon the personal success o f the author.I would like to briefly acknowledge the agencies and individuals that played a role in the successful completion o f this thesis.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".