Adaptive Replay Inventory

{% if admin_error %}

Refresh error: {{ admin_error }}

{% endif %}

Size profile {{ replay_inventory_summary.size_profile }}

Standard main rounds {{ replay_inventory_summary.standard_main_rounds }}

Blind main rounds {{ replay_inventory_summary.blind_main_rounds }}

Total oTree rounds {{ replay_inventory_summary.num_rounds }}

Candidate funnel size {{ replay_inventory_summary.num_candidates }} -> {{ replay_inventory_summary.gate1_select }} -> {{ replay_inventory_summary.gate2_select }} -> {{ replay_inventory_summary.final_select }}

Initial completed-Standard threshold {{ replay_inventory_summary.initial_completed_standard_threshold }}

Active phase {{ replay_inventory_summary.active_phase }}

Last cached inventory update {{ replay_inventory_summary.last_inventory_reconciliation_at }}

Manual assignment override

Override active?

Completed Standard cap

Completed replay-ready Standard participants

Completed Standard cap reached?

Standard assigned count {{ replay_inventory_summary.standard_assigned_count }}

Available capacity slots {{ replay_inventory_summary.total_slots_unused }}

Blind replay sources per participant {{ replay_inventory_summary.blind_replay_sources_per_participant }}

Max uses per Standard finalist dataset {{ replay_inventory_summary.blind_replay_max_uses_per_standard }}

Blind assignments available {{ replay_inventory_summary.blind_assignments_available }}

Blind participants waiting for finalist data

Replay-ready Standard participants {{ replay_inventory_summary.total_standard_replay_ready }}

Initial threshold {{ initial_completed_standard_threshold }}

Assigned replay uses {{ replay_inventory_summary.total_slots_assigned }}

Completed replay uses {{ replay_inventory_summary.total_slots_completed }}

Never-used replay slots {{ replay_inventory_summary.never_used_replay_slots }}

Partially used replay slots {{ replay_inventory_summary.partially_used_replay_slots }}

Exhausted replay slots {{ replay_inventory_summary.exhausted_replay_slots }}

Condition Assignment Status

Standard assigned {{ condition_assignment_counts.standard_assigned }}

Standard finished {{ condition_assignment_counts.standard_finished }}

Standard assigned, not finished {{ condition_assignment_counts.standard_not_finished }}

Blind assigned {{ condition_assignment_counts.blind_assigned }}

Blind finished {{ condition_assignment_counts.blind_finished }}

Blind assigned, not finished {{ condition_assignment_counts.blind_not_finished }}

Blind waiting for finalist data {{ condition_assignment_counts.blind_waiting_for_finalist_data }}

Unassigned participants {{ condition_assignment_counts.unassigned }}

"Assigned, not finished" counts participants who have been assigned to a condition but have not yet completed their final hiring decision. Blind participants waiting for finalist data are included in Blind assigned, not finished, and are also shown separately.

Adaptive Randomization Audit

Randomized participants {{ adaptive_randomization_audit.randomized_total }}

Randomized to Blind {{ adaptive_randomization_audit.randomized_blind }}

Randomized to Standard {{ adaptive_randomization_audit.randomized_standard }}

Randomization is independent participant by participant. Short streaks of the same condition can occur by chance, but the random draw column should show that each assignment used a separate random number.

Blind participants waiting for finalist data have already been randomized to the Blind condition. They will proceed automatically once enough completed Standard finalist data becomes available.

If the manual override is set to Blind, new entrants are assigned to the Blind condition. If unused finalist data is available, they proceed immediately. If not, they remain assigned to Blind and wait until finalist data becomes available.

Once the completed Standard cap is reached, new participants are assigned to the Blind condition only. If no unused finalist data is immediately available, they remain assigned to Blind and wait until replay inventory becomes available.

Replay Slot Counts

Total	Available capacity slots	Assigned replay uses	Completed replay uses	Never used slots	Partially used slots	Exhausted slots
{{ adaptive_inventory_counts.total }}	{{ adaptive_inventory_counts.unused }}	{{ adaptive_inventory_counts.assigned }}	{{ adaptive_inventory_counts.completed }}	{{ adaptive_inventory_counts.never_used_slots }}	{{ adaptive_inventory_counts.partially_used_slots }}	{{ adaptive_inventory_counts.exhausted_slots }}

Participants

Participant rows are not recomputed on monitor refresh. Use manual/debug reconciliation outside live collection if row-level reconstruction is needed.

{% for row in participant_rows %} {% endfor %}

ID	Code	Label	Condition	Finalized	Live status	Finished	Blind replay status	Assignment phase	Randomized	Prob. Blind	Random draw	Randomization rule	Selected condition	Final hire	Replay ready	Readiness reason	Matched standard	Matched slot	Row warning
{{ row.id_in_session }}	{{ row.code }}	{{ row.label }}	{{ row.condition }}	{{ row.assignment_finalized }}	{{ row.live_status }}	{{ row.finished }}	{{ row.blind_replay_status }}	{{ row.assignment_phase }}	{{ row.assignment_randomized }}	{{ row.assignment_probability_blind }}	{{ row.assignment_random_draw }}	{{ row.adaptive_randomization_rule }}	{{ row.adaptive_selected_condition }}	{{ row.final_hired }}	{{ row.standard_replay_ready }}	{{ row.readiness_reason }}	{{ row.matched_standard_code }}	{{ row.matched_replay_slot_id }}	{{ row.row_error }}

Replay Slots

In the doubled Blind design, each Blind participant uses finalist data from multiple Standard participants. A Standard finalist dataset can be reused until its maximum use count is reached. For example, with two sources per Blind participant and two uses per Standard finalist dataset, the intended pattern is (S1,S2), then (S2,S3), then (S3,S4). Usage records are hidden unless debug_batch_matching=True.

{% for slot in slot_rows %} {% endfor %}

Slot ID	Standard code	Status	Max uses	Use count	Completed use count	Remaining uses	Assigned to	Completed by	Created at	Assigned at	Completed at	Usage records	Row warning
{{ slot.slot_id }}	{{ slot.standard_code }}	{{ slot.status }}	{{ slot.max_uses }}	{{ slot.use_count }}	{{ slot.completed_use_count }}	{{ slot.remaining_uses }}	{{ slot.assigned_to }}	{{ slot.completed_by }}	{{ slot.created_at }}	{{ slot.assigned_at }}	{{ slot.completed_at }}	{{ slot.usage_records }}	{{ slot.row_error }}