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
abuse domestic see domestic violence economic 244 substance 152, 251 access to education see education accessibility 138, 144 accountability, lack of state 245 accounting, macro-level 72 Act see legislation ADB (Asian Development Bank) see Asian Development Bank adolescent fertility see teenage pregnancy Adult Equivalence Scales (AES) 75-6n AEU (Adult Equivalent Unit) see Adult Equivalence Scales affirmative action 341 Africa North 3, 20, 58 South 3, 39, 58, 101, 107, 20, 58, 75, 82, 131, 154, 156, 166 West 126, 129, 130, 103, 124, 267, 271, 282 age distribution of population Costa Rica 272 The Gambia 142 Philippines 205-6 age and poverty 332-3 Costa Rica 282, 304-5, 316-18 and female-headed households 110 The Gambia 142-3 and gender 19 Philippines 246, 253-6 ageing 19, 187, 272, 303, 330 demographic, context of 279, 327 ageism, Costa Rica 316 agency, women's 21, 34, 37, 39-40, 42-5, 80, 109 agriculture 133, 145, 207-9, 217, 232, 276, 298-9 and economy, Costa Rica 270 women workers, The Gambia 157 AIDS 9, 42, 138-40, 153, 215-16, 279, 302 Amor Jven (Young Love) programme, Costa Rica 301 anti-poverty programmes see poverty reduction initiatives Anti-Violence Against Women and their Children Act, Philippines 244 Aquino, President 220; see also poverty reduction strategies Arroyo, President 212-13, 221; see also poverty reduction strategies Asian Development Bank (ADB), 214, 216-17, 224, 226-8, 230-34, births outside marriage Costa Rica 294 The Gambia 152 Philippines 228-9 Botswana 49, 107 BPFA (Beijing Platform for Action) 1, [6][7][14][15] 17, 69, 118, 235 Brazil 15, 46, 53, 58,[80][81] 92, 114, 337 budgets gender see gender budgets national 145, 160-61 see also SNA Budlender, Debbie 17, 60, 76, 339 Building Opportunities (Construyendo Oportunidades), Costa Rica 301 Burkina Faso 25, 49, 55, 129, 153 Burundi 49 Buvinic, Mayra 28, 41, 107, 118-19, 124 CAFTA (Central American Free Trade Agreement) 268-9, 271, 311, 328 Cagatay, Nilufer 1, 34, 38, 43 Caja Costarricense de Seguro Social (CCSS), Costa Rica 272 Camara, Imam, views on marriage 191 Camarines (Norte and Sur) (provinces, Philippines) 197 Cambodia 101, 107, 110, 118 Cameroon 49 Canada 234, 269 capabilities 45 accumulation of 107 basic, lack of 189 differential 72 equal 34 men's 74 participation 45, 69 poverty-inducing 79 women's 20, 340 capabilities approach 63-4 Capability Poverty Measure (CPM) 45 and gender 63-4 capital assets of poor households 38-9 human 19, 38-9, 112, 190 social 62 care child 262, 295 daily, burden of 154 day 117, 120 health see health care household's 334 integral health 278 men's 66 parental 241 post-abortion 205 quality of 339 social, underprovision of 341 care work, value of 60, 76, 82, 339 Caribbean, the 3, 5, 19, 154, 228 Caring for the Poor Fund (CPF) Philippines 221 Cartago (province, Costa Rica) 264, 273, 292 Casamance (province, Senegal) 176 casual working, Philippines 209-10 Catholic Church 261, 272, 296, 325; see also Roman Catholicism causes of poverty see poverty CBOs (Community-Based Organisations) 147 Cebu, Philippines City 193-8, 199, 202, 222-3, 26, 246, 248-9, 256, 259, 262, 266 city council 244 fieldwork 193-8 Metro 193-5 women 250 CEDAW see Convention on the Elimination of All Forms of Discrimination Against Women CEFEMINA (NGO, Costa Rica) 302-4 Celebes, Philippines 196 Central America 274, 268, 277, 328 Central American Free Trade Agreement (CAFTA) 269 Central Luzon, Philippines 196-7 Central Visayas, Philippines 193 poverty 198 Chambers, Robert 38, 65, 340 child labour Costa Rica 275 and female-headed households 107 The Gambia 136-7 Philippines 210-11 childbirth see fertility
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.010 |
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