configs/session_interpretation/compatibility.yaml

# Session Interpretation compatibility rules — TRACE v1

# Pattern -> how many target behaviors are typically present in logs of this pattern
pattern_behavior_count_ranges:
  mastery_progression: [0, 1]
  regression: [1, 2]
  plateau: [0, 1]
  frustration_pattern: [1, 2]
  variable_performance: [0, 2]
  prompt_dependency: [0, 1]
  rapid_acquisition: [0, 0]
  generalization_failure: [0, 1]
  extinction_burst: [1, 2]
  skill_loss_after_break: [0, 1]
  motivating_operation_shift: [0, 1]
  setting_event_trigger: [0, 2]

# Pattern -> likely behavior functions when behavior is present
pattern_function_bias:
  frustration_pattern: [escape, escape, attention]      # escape dominant
  extinction_burst: [escape, attention, tangible]        # depends on what's being extinguished
  regression: [escape, attention, automatic]
  variable_performance: [escape, attention, tangible, automatic]
  plateau: [escape, automatic]
  generalization_failure: [escape, attention]
  setting_event_trigger: [escape, automatic, attention]
  motivating_operation_shift: [tangible, automatic]
  prompt_dependency: [attention, escape]
  skill_loss_after_break: [escape, automatic]
  mastery_progression: [automatic]                       # if any behavior present, likely automatic/low-stakes
  rapid_acquisition: []                                  # no behaviors

# Pattern -> behavioral indicator cluster to sample from when log includes indicators
pattern_behavioral_indicator_cluster:
  frustration_pattern: frustration
  regression: frustration
  extinction_burst: frustration
  variable_performance: disengagement
  plateau: disengagement
  prompt_dependency: disengagement
  generalization_failure: disengagement
  setting_event_trigger: disengagement
  motivating_operation_shift: disengagement
  mastery_progression: engagement
  rapid_acquisition: engagement
  skill_loss_after_break: disengagement

# Escalation rules — raise above pattern default when severe behaviors present
# Behaviors with typical_severity "high" escalate one level (capped at 4).
escalation_rules:
  severe_behavior_ids: [sib, aggression, pica, elopement, fecal_smearing]
  severe_behavior_escalation_bump: 1
  safety_immediate_threshold_behaviors: [sib]            # SIB at high frequency triggers 4
  safety_immediate_sib_rate_per_session: 8               # freq >= this in final 2 sessions -> escalation 4

# Confidence inference rules
confidence_rules:
  min_sessions_for_moderate: 5
  min_sessions_for_high: 8
  ioa_required_for_high: true
  variance_threshold_low: 0.25                           # if accuracy SD > this, cap at moderate

# Log length by pattern
log_length_by_pattern:
  mastery_progression: [8, 12]
  regression: [8, 12]
  plateau: [8, 12]
  frustration_pattern: [8, 12]
  variable_performance: [8, 12]
  prompt_dependency: [8, 12]
  rapid_acquisition: [5, 8]
  generalization_failure: [8, 12]
  extinction_burst: [6, 10]
  skill_loss_after_break: [6, 10]
  motivating_operation_shift: [8, 12]
  setting_event_trigger: [8, 12]

# ABC and IOA presence (fractions are probabilities)
abc_inclusion_probability: 0.3
ioa_inclusion_probability: 0.25
ioa_agreement_range: [0.82, 0.97]
ioa_low_probability: 0.05                                # small chance of below-80% IOA
ioa_low_range: [0.68, 0.79]

# Sessions per log — max + min + typical duration
session_duration_minutes_range: [30, 60]
trials_per_program_per_session_range: [8, 15]

# Sampling of programs per log
programs_per_log_range: [3, 6]