diff --git "a/extensions/wave_x0p5/data/episodes/eval_holdout_conflict.jsonl" "b/extensions/wave_x0p5/data/episodes/eval_holdout_conflict.jsonl"
new file mode 100644--- /dev/null
+++ "b/extensions/wave_x0p5/data/episodes/eval_holdout_conflict.jsonl"
@@ -0,0 +1,800 @@
+{"episode_id": "v4-eval_holdout_conflict-00040", "kind": "conflict", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R721", "port": "Harbor Nine", "docket": 721, "sailors": 4, "days": 1, "difficulty": 4, "specialty": "tide timing", "contract_payment": 950}], "crews": [{"name": "Yorin", "skill": 8, "specialties": ["tide timing"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 23, "deferrals": 0, "registry_rank": 11}, {"name": "Kest", "skill": 5, "specialties": ["tide timing"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 23, "deferrals": 1, "registry_rank": 26}, {"name": "Uvara", "skill": 5, "specialties": ["tide timing"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 23, "deferrals": 1, "registry_rank": 16}, {"name": "Zevra", "skill": 9, "specialties": ["tide timing"], "runs_this_week": 2, "runs_this_year": 11, "days_since_last": 23, "deferrals": 3, "registry_rank": 8}, {"name": "Neris", "skill": 8, "specialties": ["tide timing"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 23, "deferrals": 0, "registry_rank": 24}], "quotes": [{"run_id": "R721", "crew": "Yorin", "mobilization": 255, "daily_rate": 5, "difficulty_supplement": 0, "specialty_supplement": 120}, {"run_id": "R721", "crew": "Kest", "mobilization": 85, "daily_rate": 45, "difficulty_supplement": 0, "specialty_supplement": 215}, {"run_id": "R721", "crew": "Uvara", "mobilization": 200, "daily_rate": 20, "difficulty_supplement": 0, "specialty_supplement": 40}, {"run_id": "R721", "crew": "Zevra", "mobilization": 120, "daily_rate": 35, "difficulty_supplement": 0, "specialty_supplement": 65}, {"run_id": "R721", "crew": "Neris", "mobilization": 80, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 60}], "charter_plan": ["Zevra"], "coin_plan": ["Neris"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "conflict", "run_kinds": ["conflict"], "mixture": "c", "n_runs": 1, "n_crews": 5, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.3333], "runner_up_margin_rel": 0.3333, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Yorin"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [true], "charter_cost_rank_per_run": [3], "requested_charter_ranks": [3], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_conflict-00083", "kind": "conflict", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R750", "port": "Bellhaven", "docket": 750, "sailors": 5, "days": 5, "difficulty": 4, "specialty": "crane rigging", "contract_payment": 800}, {"run_id": "R518", "port": "Amber Quay", "docket": 518, "sailors": 5, "days": 4, "difficulty": 7, "specialty": "reef charts", "contract_payment": 1625}], "crews": [{"name": "Etris", "skill": 7, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 14, "days_since_last": 23, "deferrals": 4, "registry_rank": 7}, {"name": "Tarin", "skill": 7, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 14, "days_since_last": 23, "deferrals": 1, "registry_rank": 18}, {"name": "Aldren", "skill": 9, "specialties": ["crane rigging"], "runs_this_week": 0, "runs_this_year": 14, "days_since_last": 23, "deferrals": 4, "registry_rank": 31}, {"name": "Deyra", "skill": 8, "specialties": ["crane rigging"], "runs_this_week": 2, "runs_this_year": 14, "days_since_last": 23, "deferrals": 3, "registry_rank": 12}, {"name": "Rovan", "skill": 9, "specialties": ["reef charts", "crane rigging"], "runs_this_week": 2, "runs_this_year": 14, "days_since_last": 23, "deferrals": 0, "registry_rank": 33}, {"name": "Meren", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 1, "runs_this_year": 14, "days_since_last": 23, "deferrals": 2, "registry_rank": 25}], "quotes": [{"run_id": "R750", "crew": "Etris", "mobilization": 225, "daily_rate": 50, "difficulty_supplement": 0, "specialty_supplement": 150}, {"run_id": "R750", "crew": "Tarin", "mobilization": 95, "daily_rate": 20, "difficulty_supplement": 0, "specialty_supplement": 100}, {"run_id": "R750", "crew": "Aldren", "mobilization": 40, "daily_rate": 30, "difficulty_supplement": 0, "specialty_supplement": 100}, {"run_id": "R750", "crew": "Deyra", "mobilization": 185, "daily_rate": 10, "difficulty_supplement": 0, "specialty_supplement": 25}, {"run_id": "R750", "crew": "Rovan", "mobilization": 210, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 240}, {"run_id": "R750", "crew": "Meren", "mobilization": 370, "daily_rate": 5, "difficulty_supplement": 0, "specialty_supplement": 205}, {"run_id": "R518", "crew": "Etris", "mobilization": 155, "daily_rate": 30, "difficulty_supplement": 85, "specialty_supplement": 95}, {"run_id": "R518", "crew": "Tarin", "mobilization": 80, "daily_rate": 25, "difficulty_supplement": 195, "specialty_supplement": 25}, {"run_id": "R518", "crew": "Aldren", "mobilization": 400, "daily_rate": 10, "difficulty_supplement": 110, "specialty_supplement": 125}, {"run_id": "R518", "crew": "Deyra", "mobilization": 335, "daily_rate": 50, "difficulty_supplement": 245, "specialty_supplement": 100}, {"run_id": "R518", "crew": "Rovan", "mobilization": 85, "daily_rate": 45, "difficulty_supplement": 135, "specialty_supplement": 65}, {"run_id": "R518", "crew": "Meren", "mobilization": 110, "daily_rate": 15, "difficulty_supplement": 55, "specialty_supplement": 150}], "charter_plan": ["Aldren", "Etris"], "coin_plan": ["Deyra", "Meren"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "conflict", "run_kinds": ["conflict", "conflict"], "mixture": "c/c", "n_runs": 2, "n_crews": 6, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.5109, 0.3008], "runner_up_margin_rel": 0.3008, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0, 1], "variant_plan": ["Deyra", "Rovan"], "coin_equals_variant_per_run": [true, false], "coin_winner_qualified_per_run": [true, true], "coin_winner_min_mob_per_run": [false, false], "charter_cost_rank_per_run": [4, 4], "requested_charter_ranks": [4, 4], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_conflict-00761", "kind": "conflict", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R698", "port": "Foxglove Pier", "docket": 698, "sailors": 4, "days": 3, "difficulty": 6, "specialty": "reef charts", "contract_payment": 1700}], "crews": [{"name": "Sella", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 1, "runs_this_year": 10, "days_since_last": 17, "deferrals": 3, "registry_rank": 38}, {"name": "Zevra", "skill": 6, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 10, "days_since_last": 17, "deferrals": 0, "registry_rank": 2}, {"name": "Corren", "skill": 7, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 10, "days_since_last": 17, "deferrals": 1, "registry_rank": 8}, {"name": "Neris", "skill": 6, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 10, "days_since_last": 17, "deferrals": 0, "registry_rank": 7}], "quotes": [{"run_id": "R698", "crew": "Sella", "mobilization": 295, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 225}, {"run_id": "R698", "crew": "Zevra", "mobilization": 355, "daily_rate": 50, "difficulty_supplement": 0, "specialty_supplement": 65}, {"run_id": "R698", "crew": "Corren", "mobilization": 45, "daily_rate": 20, "difficulty_supplement": 0, "specialty_supplement": 215}, {"run_id": "R698", "crew": "Neris", "mobilization": 355, "daily_rate": 10, "difficulty_supplement": 0, "specialty_supplement": 240}], "charter_plan": ["Sella"], "coin_plan": ["Corren"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "conflict", "run_kinds": ["conflict"], "mixture": "c", "n_runs": 1, "n_crews": 4, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.43], "runner_up_margin_rel": 0.43, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Zevra"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [true], "charter_cost_rank_per_run": [3], "requested_charter_ranks": [3], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_conflict-00586", "kind": "conflict", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R935", "port": "Dovetail Bay", "docket": 935, "sailors": 6, "days": 5, "difficulty": 4, "specialty": "reef charts", "contract_payment": 925}, {"run_id": "R353", "port": "Dovetail Bay", "docket": 353, "sailors": 5, "days": 4, "difficulty": 7, "specialty": "crane rigging", "contract_payment": 1000}], "crews": [{"name": "Werren", "skill": 7, "specialties": ["crane rigging"], "runs_this_week": 2, "runs_this_year": 9, "days_since_last": 30, "deferrals": 4, "registry_rank": 31}, {"name": "Baska", "skill": 9, "specialties": ["crane rigging"], "runs_this_week": 2, "runs_this_year": 9, "days_since_last": 30, "deferrals": 1, "registry_rank": 36}, {"name": "Deyra", "skill": 8, "specialties": ["crane rigging"], "runs_this_week": 2, "runs_this_year": 9, "days_since_last": 30, "deferrals": 0, "registry_rank": 23}, {"name": "Pevra", "skill": 9, "specialties": ["reef charts", "crane rigging"], "runs_this_week": 2, "runs_this_year": 9, "days_since_last": 30, "deferrals": 1, "registry_rank": 28}, {"name": "Falen", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 9, "days_since_last": 30, "deferrals": 2, "registry_rank": 26}, {"name": "Sella", "skill": 8, "specialties": ["reef charts", "crane rigging"], "runs_this_week": 1, "runs_this_year": 9, "days_since_last": 30, "deferrals": 1, "registry_rank": 11}], "quotes": [{"run_id": "R935", "crew": "Werren", "mobilization": 205, "daily_rate": 25, "difficulty_supplement": 0, "specialty_supplement": 110}, {"run_id": "R935", "crew": "Baska", "mobilization": 300, "daily_rate": 10, "difficulty_supplement": 0, "specialty_supplement": 185}, {"run_id": "R935", "crew": "Deyra", "mobilization": 285, "daily_rate": 45, "difficulty_supplement": 0, "specialty_supplement": 200}, {"run_id": "R935", "crew": "Pevra", "mobilization": 45, "daily_rate": 15, "difficulty_supplement": 0, "specialty_supplement": 10}, {"run_id": "R935", "crew": "Falen", "mobilization": 140, "daily_rate": 35, "difficulty_supplement": 0, "specialty_supplement": 250}, {"run_id": "R935", "crew": "Sella", "mobilization": 295, "daily_rate": 40, "difficulty_supplement": 0, "specialty_supplement": 250}, {"run_id": "R353", "crew": "Werren", "mobilization": 375, "daily_rate": 20, "difficulty_supplement": 280, "specialty_supplement": 175}, {"run_id": "R353", "crew": "Baska", "mobilization": 375, "daily_rate": 40, "difficulty_supplement": 290, "specialty_supplement": 145}, {"run_id": "R353", "crew": "Deyra", "mobilization": 90, "daily_rate": 35, "difficulty_supplement": 125, "specialty_supplement": 80}, {"run_id": "R353", "crew": "Pevra", "mobilization": 270, "daily_rate": 30, "difficulty_supplement": 125, "specialty_supplement": 245}, {"run_id": "R353", "crew": "Falen", "mobilization": 115, "daily_rate": 45, "difficulty_supplement": 150, "specialty_supplement": 15}, {"run_id": "R353", "crew": "Sella", "mobilization": 80, "daily_rate": 25, "difficulty_supplement": 40, "specialty_supplement": 30}], "charter_plan": ["Falen", "Werren"], "coin_plan": ["Pevra", "Sella"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "conflict", "run_kinds": ["conflict", "conflict"], "mixture": "c/c", "n_runs": 2, "n_crews": 6, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.5545, 0.5308], "runner_up_margin_rel": 0.5308, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0, 1], "variant_plan": ["Sella", "Deyra"], "coin_equals_variant_per_run": [false, false], "coin_winner_qualified_per_run": [true, true], "coin_winner_min_mob_per_run": [true, true], "charter_cost_rank_per_run": [4, 4], "requested_charter_ranks": [4, 4], "conflict_target": "any"}}
+{"episode_id": "v4-eval_holdout_conflict-00704", "kind": "conflict", "conflict_subtype": "factorised_precedence", "runs": [{"run_id": "R787", "port": "Harbor Nine", "docket": 787, "sailors": 3, "days": 5, "difficulty": 7, "specialty": "reef charts", "contract_payment": 1850}], "crews": [{"name": "Lyrra", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 2, "runs_this_year": 11, "days_since_last": 11, "deferrals": 2, "registry_rank": 49}, {"name": "Sella", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 11, "deferrals": 4, "registry_rank": 18}, {"name": "Gavra", "skill": 8, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 11, "deferrals": 3, "registry_rank": 24}, {"name": "Ilyan", "skill": 9, "specialties": ["reef charts"], "runs_this_week": 0, "runs_this_year": 11, "days_since_last": 11, "deferrals": 3, "registry_rank": 3}], "quotes": [{"run_id": "R787", "crew": "Lyrra", "mobilization": 380, "daily_rate": 25, "difficulty_supplement": 95, "specialty_supplement": 170}, {"run_id": "R787", "crew": "Sella", "mobilization": 400, "daily_rate": 45, "difficulty_supplement": 75, "specialty_supplement": 140}, {"run_id": "R787", "crew": "Gavra", "mobilization": 50, "daily_rate": 15, "difficulty_supplement": 5, "specialty_supplement": 105}, {"run_id": "R787", "crew": "Ilyan", "mobilization": 95, "daily_rate": 10, "difficulty_supplement": 140, "specialty_supplement": 130}], "charter_plan": ["Sella"], "coin_plan": ["Gavra"], "v4_metadata": {"generator": "dispatch_v4", "target_clause": "precedence_deferrals", "clause_family": "precedence", "kind": "conflict", "run_kinds": ["conflict"], "mixture": "c", "n_runs": 1, "n_crews": 4, "margin_band": [0.25, 0.6], "per_run_margin_rel": [0.3377], "runner_up_margin_rel": 0.3377, "union_sensitive": ["precedence_deferrals"], "exclusive": true, "clause_affected_runs": [0], "variant_plan": ["Lyrra"], "coin_equals_variant_per_run": [false], "coin_winner_qualified_per_run": [true], "coin_winner_min_mob_per_run": [true], "charter_cost_rank_per_run": [4], "requested_charter_ranks": [4], "conflict_target": "any"}}
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