Compact evidence package for "From AIS History to Route-Time Encounter Awareness: A Validation-Gated Target-Forecasting Advisory Field"

This deposit contains the compact evidence package accompanying the manuscript "From AIS History to Route-Time Encounter Awareness: A Validation-Gated Target-Forecasting Advisory Field" (submitted to Ocean Engineering). The archives support manuscript-level verification of the reported metrics, tables, and figures. Contents:- route_time_advisory_compact_evidence_2026-06-11.zip: compact metrics and evidence tables backing the main forecasting benchmark and route-time advisory results- route_time_stream_bootstrap_evidence_2026-06-13.zip: stream-level bootstrap confidence-interval evidence for the replay audits- balanced_50_stream_route_time_replay_evidence_2026-06-15.zip: balanced route-time replay audit summaries over 50 six-hour streams- balanced_30_stream_route_time_replay_evidence_2026-06-14.zip: balanced route-time replay audit summaries over 30 six-hour streams- target_mmsi_disjoint_robustness_evidence_2026-06-15.zip: target-MMSI-disjoint retraining audit summaries- target_identity_unseen_supporting_audit_2026-06-04.zip: supporting audit on target identities unseen during training- feature_group_screening_ablation_evidence_2026-06-15.zip: feature-group screening ablation summaries- error_distribution_calibration_evidence_2026-06-21.zip: error-distribution and calibration evidence- route_time_validation_selected_policy_evidence_2026-06-13.zip: selected validation-policy evidence- research_data_statement.pdf: research data statement describing scope, constraints, and verification procedure Raw AIS source files, full processed row dumps, full prediction arrays, and full trained model checkpoints are not redistributed because of size, redistribution, and vessel-identifier handling constraints. The underlying AIS data are publicly available from NOAA. Full independent retraining requires regenerating the processed context cache from the public AIS source data and the region/date filtering procedure documented in the manuscript.