Trend 1991 - 2050. United States Census Bureau. Components of Population Change - International: Net Migration Rate | Country: Canada, 1991-2050. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 001-036-004.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
United States Census Bureau (2015). Components of Population Change - International: Net Migration Rate | Country: Canada, 1991-2050. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. [Data-file]. Dataset-ID: 001-036-004. Dataset: Reports the difference between the number of migrants entering and those leaving a country in a year by nation, per 1,000 population at midyear. A positive figure is known as a net immigration rate and a negative figure as a net emigration rate. This dataset, part of the United States Census Bureau’s International Database, shows population size and projections, components of change, and rates of growth and natural increase, for over 200 countries and world regions with a population of over 5,000 and that are recognized by the US State Department. The demographic components of population change presented include births, deaths, and net migration. Data are reported from 1950 and projected to 2050. Census Bureau demographers analyze data from censuses, surveys, vital statistics, and administrative records provided by national statistics offices, as well as data on international migration and refugee movements. The process involves data collection, evaluation, and analysis to develop a set of consistent estimates and projections of population, fertility, mortality, and international migration. The projections are generated using the Census Bureau's Rural/Urban Projection(RUP) software program, which projects population, by single years of age, for each calendar year beyond a base year. This approach means the Census Bureau fertility and mortality estimates pertain to specific years and thus year-specific estimates of fertility, mortality, and migration reflect the impact of natural disasters, civil conflicts, and changes in the health climate in a countryThe use of the RUP progam applies to all nations except the United States. US population projections and estimates are developed using US decennial census counts and vital statistics and other data on international migration. Category: Population and Income Source: United States Census Bureau The United States Census Bureau is a bureau of the United States Department of Commerce. The major functions of the Census Bureau are authorized by Article 2, Section 2 of the United States Constitution, which provides that a census of population shall be taken every 10 years, and by Title 13 and Title 26 of the United States Code of Federal Regulations. The Census Bureau is responsible for numerous statistical programs, including census and surveys of households, governments, manufacturing and industries, and for United States foreign trade statistics. The first United States census was conducted in 1790 for the purposes of apportioning state representation in the House of Representatives of the United States and for the apportionment of taxes. http://www.census.gov Subject: Emigration, Immigration, Population Growth, Population Size, Immigrants
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.005 | 0.002 |
| 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