{
 "title": "Grounded Theory toolkit: the 22-interview demonstration, counts per cycle",
 "note": "Aggregate counts of the saved analytical records in each of the three cumulative cycles. Counts describe records, not independent observations, quality scores or saturation thresholds. No interview text is included. The analysis is provisional.",
 "research_question": "How do people describe initiating, directing, evaluating, and changing their work when they use AI, and under what conditions do those capacities expand or contract?",
 "method_profile": "inductive process study using grounded-theory techniques",
 "archive_files_screened": 344,
 "cycles": [
  {
   "cycle": "C001",
   "interviews": 6,
   "account_groupings": {
    "current": 24,
    "versions": 24
   },
   "incidents": 41,
   "codes": {
    "current": 41,
    "versions": 42
   },
   "comparisons": 14,
   "categories": {
    "current": 4,
    "versions": 5
   },
   "memo_versions": 6,
   "sampling_proposals": 1,
   "sampling_status": {
    "PROPOSED": 1
   },
   "quote_bindings": 14,
   "endings": {
    "UNKNOWN": 18,
    "ACCEPTED": 4,
    "TRANSFORMED": 1,
    "POSTPONED": 1,
    "ABANDONED": 0
   },
   "account_forms": {
    "GENERALIZED_ACCOUNT": 14,
    "BOUNDED_REPORTED_ATTEMPT": 10,
    "HYPOTHETICAL_ADVICE": 0
   },
   "incident_kinds": {
    "CREATOR_REPORTED_ACTION": 26,
    "CREATOR_STATED_INTERPRETATION": 14,
    "TECHNOLOGY_COMPANY_CLAIM": 1,
    "THIRD_PARTY_INTERPRETATION": 0,
    "OBSERVED_ACTION": 0
   },
   "contrary_case_responses": {
    "REVISE": 1,
    "BOUND": 0,
    "SPLIT": 0,
    "RETIRE": 0,
    "RETAIN_WITH_REASON": 1,
    "UNRESOLVED": 1
   }
  },
  {
   "cycle": "C002",
   "interviews": 14,
   "account_groupings": {
    "current": 51,
    "versions": 52
   },
   "incidents": 119,
   "codes": {
    "current": 119,
    "versions": 120
   },
   "comparisons": 26,
   "categories": {
    "current": 5,
    "versions": 9
   },
   "memo_versions": 10,
   "sampling_proposals": 2,
   "sampling_status": {
    "PROPOSED": 2
   },
   "quote_bindings": 38,
   "endings": {
    "UNKNOWN": 36,
    "ACCEPTED": 10,
    "TRANSFORMED": 3,
    "POSTPONED": 1,
    "ABANDONED": 1
   },
   "account_forms": {
    "GENERALIZED_ACCOUNT": 25,
    "BOUNDED_REPORTED_ATTEMPT": 25,
    "HYPOTHETICAL_ADVICE": 1
   },
   "incident_kinds": {
    "CREATOR_REPORTED_ACTION": 73,
    "CREATOR_STATED_INTERPRETATION": 38,
    "TECHNOLOGY_COMPANY_CLAIM": 5,
    "THIRD_PARTY_INTERPRETATION": 3,
    "OBSERVED_ACTION": 0
   },
   "contrary_case_responses": {
    "REVISE": 4,
    "BOUND": 0,
    "SPLIT": 0,
    "RETIRE": 0,
    "RETAIN_WITH_REASON": 1,
    "UNRESOLVED": 2
   }
  },
  {
   "cycle": "C003",
   "interviews": 22,
   "account_groupings": {
    "current": 86,
    "versions": 89
   },
   "incidents": 234,
   "codes": {
    "current": 234,
    "versions": 235
   },
   "comparisons": 43,
   "categories": {
    "current": 6,
    "versions": 15
   },
   "memo_versions": 14,
   "sampling_proposals": 3,
   "sampling_status": {
    "PROPOSED": 3
   },
   "quote_bindings": 78,
   "endings": {
    "UNKNOWN": 62,
    "ACCEPTED": 15,
    "TRANSFORMED": 6,
    "POSTPONED": 2,
    "ABANDONED": 1
   },
   "account_forms": {
    "GENERALIZED_ACCOUNT": 45,
    "BOUNDED_REPORTED_ATTEMPT": 40,
    "HYPOTHETICAL_ADVICE": 1
   },
   "incident_kinds": {
    "CREATOR_REPORTED_ACTION": 129,
    "CREATOR_STATED_INTERPRETATION": 78,
    "TECHNOLOGY_COMPANY_CLAIM": 14,
    "THIRD_PARTY_INTERPRETATION": 13,
    "OBSERVED_ACTION": 0
   },
   "contrary_case_responses": {
    "REVISE": 8,
    "BOUND": 1,
    "SPLIT": 0,
    "RETIRE": 0,
    "RETAIN_WITH_REASON": 1,
    "UNRESOLVED": 3
   }
  }
 ],
 "checked_against": "the study's COUNTS.json (third cycle) and HANDOFF_EVIDENCE.json (all three cycles)"
}