Un système intégré d'aide à la décision pour une gestion participative du territoire. Le cas de l'Outaouais, Québec
Bibliographic record
Abstract
EnglishThe integrated system of computer assisted decision- making applied to the spatial management of the Outaouais region (SIADO) illustrates the integrated and negociated management of a territory- From this point of view, this article relates to the participative and environmental dimensions of the introduction of a sustainable form of development. The SIADO consists of software (GeoDecision) integrating an analytical decision-making dimension and a spatially referenced data base (BDRS) organised arround a territorial information system based on an ecological reference framework. GeoDecision is made up of four componends : GeoML for the management of metadata ; GIS for spatial analysis ; DecisionLab for murticriteria analysis : and Internet, ft is designed to be used with a management system incorporating the various parties involved. Amongst the different applications of this method, the setting up of surveillance priorities for the municipal water supply sources of the Outaouais region is presented as an illustration of the system's potential. francaisLe systeme integre d'aide a la decision applique a la gestion territoriale de l'Outaouais (SIADO) repond a un objectif de gestion integree et negociee du territoire. En ce sens, notre contribution touche aux dimensions environnementale et participative de la mise en �uvre du developpement durable. Le SIADO possede une composante logicielle, GeoDecision, integrant des outils d'analyse necessaires a la prise de decision, et une composante banque de donnees a reference spatiale (BDRS), organisee autour d'un systeme d'information territoriale (SIT) (base de connaissances) fonde sur un cadre ecologique de reference. GeoDecision est ainsi constituee de quatre modules : (1) GeoML (Geo- Meta-donnees Liees) pour la gestion du systeme par les meta-donnees, (2) un SIG pour les analyses spatiales (composante commerciale SIG Arcview), (3) la composante commerciale DecisionLab pour l'analyse multicritere, et (4) Internet (composante commerciale Navigateur et Arc IMS). Il a vocation a etre utilise en relation avec un mecanisme de gestion des parties prenantes, que celui-ci soit restreint ou elargi. Parmi les applications realisees, l'etablissement des priorites de surveillance des prises d'eau potable municipales de l'Outaouais dans un processus restreint est presente a titre d'illustration du potentiel du systeme d'eau potable municipales de l'Outaouais.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".