Feat/week2 phase3 segmented stability gates#1
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vimscientist69 merged 13 commits intoApr 22, 2026
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…h new implementation playbook - Deleted the Next Phase Execution Plan document as it is no longer relevant. - Added a reference to the consolidated Week 2 implementation playbook in README.md, which includes an explanation, code map, and ordered tasks for the upcoming feature branch.
…rge functionality - Added new scoring rules and flags to the default configuration, including minimum confidence and outlier thresholds. - Introduced an advanced scoring section with configurable parameters for comps and ROI. - Implemented a deep merge function to combine default and user-defined configurations, ensuring flexibility in scoring setups. - Updated tests to verify loading and merging of scoring configurations from YAML files.
… logic - Added advanced scoring configuration options, including weights for various scoring factors. - Introduced new functions for normalizing location data, building comparison indices, and resolving comp contexts. - Updated scoring job logic to utilize advanced features based on configuration flags. - Enhanced unit tests to validate the new scoring logic and ensure correct behavior of advanced features.
…coring logic - Added an explanation field to ScoreResult model to provide detailed scoring insights. - Implemented a new function to build an explanation payload, summarizing scoring factors and confidence levels. - Updated scoring job logic to include explanation generation based on advanced scoring configurations. - Enhanced unit tests to validate the presence and accuracy of explanation data in scoring results.
- Improved the explanation payload structure in ScoreResult to provide clearer insights into scoring factors. - Updated scoring job logic to better integrate advanced scoring configurations for explanation generation. - Enhanced unit tests to ensure accuracy and completeness of explanation data in scoring results.
…mented. implement scoring evaluation framework and enhance scoring configuration - Added a new scoring evaluation command in the CLI to assess scoring results against defined thresholds and generate evaluation reports. - Introduced a scoring evaluation service to compute metrics for data quality, scoring sanity, and stability, with configurable thresholds. - Updated scoring configuration to include detailed evaluation thresholds for data quality and stability checks. - Enhanced tests to validate the new scoring evaluation logic and ensure correct behavior of evaluation metrics. - Expanded documentation to outline the new evaluation framework and its integration into the scoring process.
- Added comprehensive docstrings to various scoring evaluation functions to clarify their purpose, methodology, and significance. - Improved the understanding of key metrics such as Jaccard similarity, Spearman rank correlation, and dominance ratio through detailed explanations. - Ensured that the scoring evaluation process is well-documented, aiding future development and maintenance efforts.
- Refactored the computation of perturbation overlap to dynamically extract signal names from all rows instead of relying on a single seed vector. - Improved the handling of signal names by utilizing a set for uniqueness and sorting them before processing, enhancing the clarity and efficiency of the evaluation logic.
- Enhanced the scoring evaluation logic to include detailed data quality failure reasons, improving transparency in evaluation outcomes. - Updated the output file naming convention to include a readable timestamp for better traceability of evaluation reports. - Added unfinished prompts in PROJECT_NOTE.md for phase 3, outlining considerations for scoring evaluation and data inspection.
…d update project notes - Added structured violation details in the scoring evaluation output, including out-of-range rows, impossible top-ranked rows, and dominance violations for improved diagnostics. - Updated the project notes to reflect the completion of initial dataset creation for testing purposes.
- Revised unfinished prompts in PROJECT_NOTE.md to clarify evaluation scope, emphasizing the need to assess not only top-ranked but also mid and bottom-ranked rows. - Added a note to obtain a progress report on phase 3, ensuring better tracking of development milestones.
…tics - Revised the scoring evaluation specification to define segment-based stability diagnostics for `top_band`, `middle_band`, and `bottom_band`, with `top_band` remaining the release-critical gate. - Clarified the evaluation artifact requirements to include segment diagnostics and updated the acceptance criteria accordingly. - Enhanced test cases to assert the presence of segment blocks and thresholds in the evaluation output.
…pdated thresholds - Introduced rank displacement metrics to quantify movement magnitude in addition to membership/order agreement for `middle_band` and `bottom_band`. - Updated percentile ranges for `middle_band` and `bottom_band` to improve diagnostic accuracy. - Added new metrics for global rank shifts and refined the reporting schema to include displacement metrics. - Adjusted warning thresholds for displacement metrics to ensure appropriate sensitivity in evaluations. - Enhanced tests to validate the presence and functionality of new displacement metrics in the scoring evaluation output.
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