The problems identification of industrialization and the criteria to becoming a developed country: A case study of Bangladesh
Bibliographic record
Abstract
The problems are most common in industries, businesses and trade projects in Bangladesh. The impacts of the problems on financial, economic, social, and environmental aspects are significant in a developing country like Bangladesh. In fact, 100% of industries are suffering from the problems and sustainable criteria for becoming a developed country, like other countries such as India, Pakistan, Malaysia, Sri Lanka, Indonesia, and China. The experience is the same in developed countries like the USA, UK, Russia, Australia, Germany, Japan, and Canada. Due to poor performance in industry, business and trade projects, these projects' success is suffering a lot. Now, Bangladesh has started its journey to achieve sustainable development goals (SDGs) by 2030. Bangladesh has already set her vision for 2041 and delta plan 2100. This has led the researcher to explore the major contributing factors of problems in economic zones of mega projects by government and non-government sectors in Bangladesh. Many studies have analyzed the factors contributing to problems and criteria for becoming a developed Bangladesh. This paper tries to identify those factors of problems and challenges to overcome from the agriculture-based economy to the industrial economy in Bangladesh. The data were collected through a questionnaire survey based on the random sampling method from selected respondents. Analysis was done using correlation analysis, co-efficient, factor, qualitative, and content analysis. The study is going to introduce a totally new theory named 'Equal Development Theory', which has five assumptions. The research also identifies the socio-economic impacts in the on-going 100 economic zones, challenges of contributing to export and exportable industries, import-substitutes, contributing to the growth of remittance, probable bank interest rate, utilizing small and medium enterprises (SMEs) into 4th industrial revolution and widely industrialization in Bangladesh.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.008 | 0.004 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".