diff --git "a/extensions/wave_x0p5/data/episodes/eval_holdout_agreement.jsonl" "b/extensions/wave_x0p5/data/episodes/eval_holdout_agreement.jsonl"
new file mode 100644--- /dev/null
+++ "b/extensions/wave_x0p5/data/episodes/eval_holdout_agreement.jsonl"
@@ -0,0 +1,800 @@
+{"episode_id": "v4-eval_holdout_agreement-00339", "kind": "agreement", "conflict_subtype": "factorised_qualification", "runs": [{"run_id": "R134", "port": "Foxglove Pier", "docket": 134, "sailors": 3, "days": 4, "difficulty": 6, "specialty": "reef charts", "contract_payment": 1250}, {"run_id": "R627", "port": "Eastmere", "docket": 627, "sailors": 2, "days": 2, "difficulty": 8, "specialty": "tide timing", "contract_payment": 725}], "crews": [{"name": "Meren", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 1, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 30}, {"name": "Rovan", "skill": 8, "specialties": ["tide timing"], "runs_this_week": 0, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 23}, {"name": "Tarin", "skill": 8, "specialties": ["tide timing"], "runs_this_week": 3, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 20}, {"name": "Ilyan", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 5, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 28}, {"name": "Lyrra", "skill": 9, "specialties": ["tide timing"], "runs_this_week": 3, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 35}, {"name": "Yorin", "skill": 8, "specialties": ["reef charts", "tide timing"], "runs_this_week": 5, "runs_this_year": 5, "days_since_last": 14, "deferrals": 1, "registry_rank": 46}], "quotes": [{"run_id": "R134", "crew": "Meren", "mobilization": 25, "daily_rate": 30, "difficulty_supplement": 0, "specialty_supplement": 0}, {"run_id": "R134", "crew": "Rovan", "mobilization": 345, "daily_rate": 50, "difficulty_supplement": 0, "specialty_supplement": 60}, {"run_id": "R134", "crew": "Tarin", "mobilization": 180, "daily_rate": 20, "difficulty_supplement": 0, "specialty_supplement": 80}, {"run_id": "R134", "crew": "Ilyan", "mobilization": 75, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 250}, {"run_id": "R134", "crew": "Lyrra", "mobilization": 70, "daily_rate": 45, "difficulty_supplement": 0, "specialty_supplement": 200}, {"run_id": "R134", "crew": "Yorin", "mobilization": 285, "daily_rate": 15, "difficulty_supplement": 0, "specialty_supplement": 100}, {"run_id": "R627", "crew": "Meren", "mobilization": 240, "daily_rate": 40, "difficulty_supplement": 75, "specialty_supplement": 100}, {"run_id": "R627", "crew": "Rovan", "mobilization": 190, "daily_rate": 15, "difficulty_supplement": 125, "specialty_supplement": 55}, {"run_id": "R627", "crew": "Tarin", "mobilization": 360, "daily_rate": 45, "difficulty_supplement": 275, "specialty_supplement": 220}, {"run_id": "R627", "crew": "Ilyan", "mobilization": 220, "daily_rate": 10, "difficulty_supplement": 215, "specialty_supplement": 145}, {"run_id": "R627", "crew": "Lyrra", "mobilization": 175, "daily_rate": 35, "difficulty_supplement": 225, "specialty_supplement": 70}, {"run_id": "R627", "crew": "Yorin", "mobilization": 245, "daily_rate": 50, "difficulty_supplement": 75, "specialty_supplement": 205}], "charter_plan": ["Meren", "Rovan"], "coin_plan": ["Meren", "Rovan"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "qual_weekly_limit", "clause_family": "qualification", "kind": "agreement", "run_kinds": ["agreement", "agreement"], "mixture": "a/a", "n_runs": 2, "n_crews": 6, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.2987, 0.3372], "runner_up_margin_rel": 0.2987, "union_sensitive": ["qual_weekly_limit"], "exclusive": true, "clause_affected_runs": [0, 1], "variant_plan": ["Ilyan", "Tarin"], "coin_equals_variant_per_run": [false, false], "coin_winner_qualified_per_run": [true, true], "coin_winner_min_mob_per_run": [true, false], "charter_cost_rank_per_run": [1, 1], "requested_charter_ranks": [null, null], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_agreement-00299", "kind": "agreement", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R713", "port": "Dovetail Bay", "docket": 713, "sailors": 2, "days": 1, "difficulty": 4, "specialty": "tide timing", "contract_payment": 1750}], "crews": [{"name": "Tarin", "skill": 4, "specialties": ["tide timing"], "runs_this_week": 1, "runs_this_year": 10, "days_since_last": 29, "deferrals": 1, "registry_rank": 38}, {"name": "Rovan", "skill": 8, "specialties": ["tide timing"], "runs_this_week": 1, "runs_this_year": 10, "days_since_last": 29, "deferrals": 1, "registry_rank": 20}, {"name": "Pevra", "skill": 4, "specialties": ["tide timing"], "runs_this_week": 2, "runs_this_year": 10, "days_since_last": 29, "deferrals": 2, "registry_rank": 10}, {"name": "Zevra", "skill": 9, "specialties": ["tide timing"], "runs_this_week": 1, "runs_this_year": 10, "days_since_last": 29, "deferrals": 3, "registry_rank": 44}], "quotes": [{"run_id": "R713", "crew": "Tarin", "mobilization": 160, "daily_rate": 30, "difficulty_supplement": 0, "specialty_supplement": 240}, {"run_id": "R713", "crew": "Rovan", "mobilization": 265, "daily_rate": 45, "difficulty_supplement": 0, "specialty_supplement": 40}, {"run_id": "R713", "crew": "Pevra", "mobilization": 225, "daily_rate": 35, "difficulty_supplement": 0, "specialty_supplement": 10}, {"run_id": "R713", "crew": "Zevra", "mobilization": 65, "daily_rate": 50, "difficulty_supplement": 0, "specialty_supplement": 50}], "charter_plan": ["Zevra"], "coin_plan": ["Zevra"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "agreement", "run_kinds": ["agreement"], "mixture": "a", "n_runs": 1, "n_crews": 4, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.4186], "runner_up_margin_rel": 0.4186, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Rovan"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [true], "charter_cost_rank_per_run": [1], "requested_charter_ranks": [null], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_agreement-00345", "kind": "agreement", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R479", "port": "Bellhaven", "docket": 479, "sailors": 4, "days": 3, "difficulty": 6, "specialty": "reef charts", "contract_payment": 825}], "crews": [{"name": "Gavra", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 7, "days_since_last": 22, "deferrals": 0, "registry_rank": 25}, {"name": "Werren", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 1, "runs_this_year": 7, "days_since_last": 22, "deferrals": 0, "registry_rank": 1}, {"name": "Pevra", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 7, "days_since_last": 22, "deferrals": 3, "registry_rank": 44}, {"name": "Uvara", "skill": 7, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 7, "days_since_last": 22, "deferrals": 1, "registry_rank": 8}, {"name": "Falen", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 7, "days_since_last": 22, "deferrals": 2, "registry_rank": 11}], "quotes": [{"run_id": "R479", "crew": "Gavra", "mobilization": 345, "daily_rate": 40, "difficulty_supplement": 0, "specialty_supplement": 215}, {"run_id": "R479", "crew": "Werren", "mobilization": 350, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 215}, {"run_id": "R479", "crew": "Pevra", "mobilization": 165, "daily_rate": 15, "difficulty_supplement": 0, "specialty_supplement": 120}, {"run_id": "R479", "crew": "Uvara", "mobilization": 125, "daily_rate": 45, "difficulty_supplement": 0, "specialty_supplement": 230}, {"run_id": "R479", "crew": "Falen", "mobilization": 295, "daily_rate": 10, "difficulty_supplement": 0, "specialty_supplement": 200}], "charter_plan": ["Pevra"], "coin_plan": ["Pevra"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "agreement", "run_kinds": ["agreement"], "mixture": "a", "n_runs": 1, "n_crews": 5, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.3226], "runner_up_margin_rel": 0.3226, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Werren"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [false], "charter_cost_rank_per_run": [1], "requested_charter_ranks": [null], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_agreement-00173", "kind": "agreement", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R510", "port": "Dovetail Bay", "docket": 510, "sailors": 4, "days": 2, "difficulty": 8, "specialty": "reef charts", "contract_payment": 1500}], "crews": [{"name": "Orlan", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 30, "deferrals": 1, "registry_rank": 17}, {"name": "Lyrra", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 30, "deferrals": 1, "registry_rank": 44}, {"name": "Sella", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 11, "days_since_last": 30, "deferrals": 3, "registry_rank": 13}, {"name": "Rovan", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 30, "deferrals": 3, "registry_rank": 31}, {"name": "Corren", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 30, "deferrals": 4, "registry_rank": 30}], "quotes": [{"run_id": "R510", "crew": "Orlan", "mobilization": 280, "daily_rate": 15, "difficulty_supplement": 265, "specialty_supplement": 130}, {"run_id": "R510", "crew": "Lyrra", "mobilization": 380, "daily_rate": 20, "difficulty_supplement": 215, "specialty_supplement": 30}, {"run_id": "R510", "crew": "Sella", "mobilization": 260, "daily_rate": 5, "difficulty_supplement": 155, "specialty_supplement": 205}, {"run_id": "R510", "crew": "Rovan", "mobilization": 265, "daily_rate": 50, "difficulty_supplement": 300, "specialty_supplement": 185}, {"run_id": "R510", "crew": "Corren", "mobilization": 85, "daily_rate": 10, "difficulty_supplement": 25, "specialty_supplement": 240}], "charter_plan": ["Corren"], "coin_plan": ["Corren"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "agreement", "run_kinds": ["agreement"], "mixture": "a", "n_runs": 1, "n_crews": 5, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.5349], "runner_up_margin_rel": 0.5349, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Orlan"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [true], "charter_cost_rank_per_run": [1], "requested_charter_ranks": [null], "conflict_target": "any"}}
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