ЕКСПЛІКАЦІЯ НАЦІОНАЛЬНОЇ ІДЕНТИЧНОСТІ УКРАЇНСЬКОЇ ГРОМАДИ У ВІДЧИТАХ НА РАДІО ПІВНІЧНОЇ АМЕРИКИ У 1933 Р.
Bibliographic record
Abstract
The purpose of the article is to trace the peculiarities of conversational radio programs organized by Ukrainians in the countries of North America in 1933. The research methodology is based on the use of general scientific methods of analysis, synthesis, as well as deductive and observational methods; implementation of historiographical, method of monitoring archival sources, clipping of individual messages according to the specified search parameters, content analysis of almost a hundred detected materials on the topic of intelligence. Results. As a result of the research, the priority of musical content over broadcast radio programs created by Ukrainians in the USA and Canada in 1933 was established. Outside of it artists (mostly writers and composers), conversation with the listener on spiritual and religious topics. Particular attention was paid to the events in the homeland, the actualization of the Ukrainian agenda in the global political arena, which was especially exacerbated by famine in the country. Rarely on the air of such radio programs could be heard humorous scenes in the form of sketches on entertaining or sharp socio-political topics. The critique of such radio programs by the contributors of the periodicals of that time is comprehended and the visible process of institutionalization of Ukrainian radio hours on the air of radio stations of other countries is emphasized. Novelty. For the first time in the scientific discourse the thematic, genre, semantic potential of conversational Ukrainian radio programs in the information space of North America in 1933 was analyzed in detail. The practical significance of the research results lies in the introduction into the scientific, popular science discourse of documentary evidence of the formation of the world Ukrainian-language radio system in the context of its spoken content in the information space of North America in 1933. Key words: radio report, radio broadcast, world Ukrainian radio broadcasting, sketch, Ukrainian-language radio program.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.014 | 0.006 |
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 source (direct Gemma or distilled Codex), 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".