Bibliographic record
Abstract
O quarteirao Alma-Jacquet esta situado na extremidade de um bairro operario, suburbano da cidade de Lille, separado do centro por uma auto-estrada e por uma zona verde, local de um ex-bairro de lata recuperado entre 1970 e 1973. O quarteirao e uma das cinco zonas - definidas com base nas suas caracteristicas sociologicas - de um bairro correspondente a um Sector de Servico Social que abrange uma populacao heterogenea de aproximadamente 3000 habitantes, no qual se verifica uma forte concentracao de familias socialmente desfavorecidas. Este quarteirao, Alma-Jacquet (100 habitacoes) foi declarado, em 1975, zona de recuperacao de habitacao degradada. Em sua substituicao, deveriam ser construidas habitacoes sociais. A zona habitacional, de tipo antigo, compoe-se de pequenas casas viradas para a rua e de alguns patios situados nas traseiras das ruas e que so comunicam com elas atraves de estreitos atrios que passam despercebidos a quem passa. A populacao do quarteirao e desfavorecida: 46% dos moradores tem mais de 65 anos de idade; 25% sao operarios especializados e trabalhadores manuais; 19% sao nao-activos. A restante e composta por pequenos comerciantes (cafes) e artesaos (ferro-velho), cujo modo de vida e proximo do da populacao desvaforecida.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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; both teacher heads agree on what is shown here.
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".