---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- maritime
- carrier
- bookings
- rollovers
pretty_name: "Clarus Maritime Slot Allocation Booking No Show Coherence Risk v0.1"
dataset_id: "maritime-slot-allocation-booking-no_show-coherence-risk-v0.1"
domain: maritime
pillar: carrier_operations
series: "SEA-08"
coherence_pair:
  observable_a: booking_fill_rate_and_overbooking_controls
  observable_b: realized_demand_signals_no_show_and_rollover_rates
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

Detect when bookings stop reflecting real load.

You use it to flag:

phantom demand via no-shows

service failure via rollovers

yield loss from wasted slots

forecasting collapse in allocation decisions

Why it matters

Bad allocations create customer churn fast.