feat(active_learning): ensemble crop+H-CAST targeting and model-disag…#23
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…reement strategy - Add match_or_genus_consistent filtering for target-labels/taxonomy via ensemble_target_mode - Add model-disagreement strategy with optional genus-mismatch strictness and label filters - Load species_to_genus from hierarchical label CSV once; pass to select_images and Label Studio - Extend prediction_summary with genus fallback ensemble suggestion lines - Log numeric AL stats and ensemble_target_mode parameter to Comet Co-authored-by: Cursor <cursoragent@cursor.com>
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…reement strategy