column_schema.json

{
  "jev": {
    "file": "data/performance/features_jev.csv",
    "rows": 11481,
    "columns": [
      "sample_id",
      "det_char_count",
      "det_word_count",
      "det_line_count",
      "det_question_marks",
      "det_digit_count",
      "det_code_fence",
      "det_numbered_list",
      "det_bullet_list",
      "det_multiple_choice",
      "det_url",
      "det_mean_word_len",
      "jev_ambiguity__confidence",
      "jev_ambiguity__entropy",
      "jev_ambiguity__p__0",
      "jev_ambiguity__p__1",
      "jev_ambiguity__p__2",
      "jev_ambiguity__p__3",
      "jev_ambiguity__score",
      "jev_ambiguity__expected",
      "jev_ambiguity__spread",
      "jev_answer_openness__confidence",
      "jev_answer_openness__entropy",
      "jev_answer_openness__p__0",
      "jev_answer_openness__p__1",
      "jev_answer_openness__p__2",
      "jev_answer_openness__p__3",
      "jev_answer_openness__score",
      "jev_answer_openness__expected",
      "jev_answer_openness__spread",
      "jev_code_reasoning__noul",
      "jev_code_reasoning__entropy",
      "jev_constraint_density__confidence",
      "jev_constraint_density__entropy",
      "jev_constraint_density__p__0",
      "jev_constraint_density__p__1",
      "jev_constraint_density__p__2",
      "jev_constraint_density__p__3",
      "jev_constraint_density__score",
      "jev_constraint_density__expected",
      "jev_constraint_density__spread",
      "jev_context_integration__confidence",
      "jev_context_integration__entropy",
      "jev_context_integration__p__0",
      "jev_context_integration__p__1",
      "jev_context_integration__p__2",
      "jev_context_integration__p__3",
      "jev_context_integration__score",
      "jev_context_integration__expected",
      "jev_context_integration__spread",
      "jev_current_information__noul",
      "jev_current_information__entropy",
      "jev_decomposition_need__confidence",
      "jev_decomposition_need__entropy",
      "jev_decomposition_need__p__0",
      "jev_decomposition_need__p__1",
      "jev_decomposition_need__p__2",
      "jev_decomposition_need__p__3",
      "jev_decomposition_need__score",
      "jev_decomposition_need__expected",
      "jev_decomposition_need__spread",
      "jev_domain_specialization__confidence",
      "jev_domain_specialization__entropy",
      "jev_domain_specialization__p__0",
      "jev_domain_specialization__p__1",
      "jev_domain_specialization__p__2",
      "jev_domain_specialization__p__3",
      "jev_domain_specialization__score",
      "jev_domain_specialization__expected",
      "jev_domain_specialization__spread",
      "jev_exactness__confidence",
      "jev_exactness__entropy",
      "jev_exactness__p__0",
      "jev_exactness__p__1",
      "jev_exactness__p__2",
      "jev_exactness__p__3",
      "jev_exactness__score",
      "jev_exactness__expected",
      "jev_exactness__spread",
      "jev_external_knowledge__noul",
      "jev_external_knowledge__entropy",
      "jev_factual_recall__noul",
      "jev_factual_recall__entropy",
      "jev_formal_logic__noul",
      "jev_formal_logic__entropy",
      "jev_math_reasoning__noul",
      "jev_math_reasoning__entropy",
      "jev_reasoning_depth__confidence",
      "jev_reasoning_depth__entropy",
      "jev_reasoning_depth__p__0",
      "jev_reasoning_depth__p__1",
      "jev_reasoning_depth__p__2",
      "jev_reasoning_depth__p__3",
      "jev_reasoning_depth__score",
      "jev_reasoning_depth__expected",
      "jev_reasoning_depth__spread",
      "jev_social_affective__noul",
      "jev_social_affective__entropy",
      "jev_task_family__confidence",
      "jev_task_family__entropy",
      "jev_task_family__p__code",
      "jev_task_family__p__instruction_following",
      "jev_task_family__p__knowledge",
      "jev_task_family__p__logic",
      "jev_task_family__p__mathematics",
      "jev_task_family__p__other",
      "jev_task_family__p__social_affective",
      "jev_task_family__p__tool_use",
      "jev_tool_interaction__noul",
      "jev_tool_interaction__entropy",
      "meta_jev_input_tokens",
      "meta_jev_latency_ms"
    ],
    "sample_id_type": "string",
    "other_column_type": "numeric"
  },
  "laya": {
    "file": "data/performance/features_laya.csv",
    "rows": 11481,
    "columns": [
      "sample_id",
      "det_char_count",
      "det_word_count",
      "det_line_count",
      "det_question_marks",
      "det_digit_count",
      "det_code_fence",
      "det_numbered_list",
      "det_bullet_list",
      "det_multiple_choice",
      "det_url",
      "det_mean_word_len",
      "laya_ambiguity__confidence",
      "laya_ambiguity__entropy",
      "laya_ambiguity__p__0",
      "laya_ambiguity__p__1",
      "laya_ambiguity__p__2",
      "laya_ambiguity__p__3",
      "laya_ambiguity__score",
      "laya_ambiguity__expected",
      "laya_ambiguity__spread",
      "laya_answer_openness__confidence",
      "laya_answer_openness__entropy",
      "laya_answer_openness__p__0",
      "laya_answer_openness__p__1",
      "laya_answer_openness__p__2",
      "laya_answer_openness__p__3",
      "laya_answer_openness__score",
      "laya_answer_openness__expected",
      "laya_answer_openness__spread",
      "laya_code_reasoning__noul",
      "laya_code_reasoning__entropy",
      "laya_constraint_density__confidence",
      "laya_constraint_density__entropy",
      "laya_constraint_density__p__0",
      "laya_constraint_density__p__1",
      "laya_constraint_density__p__2",
      "laya_constraint_density__p__3",
      "laya_constraint_density__score",
      "laya_constraint_density__expected",
      "laya_constraint_density__spread",
      "laya_context_integration__confidence",
      "laya_context_integration__entropy",
      "laya_context_integration__p__0",
      "laya_context_integration__p__1",
      "laya_context_integration__p__2",
      "laya_context_integration__p__3",
      "laya_context_integration__score",
      "laya_context_integration__expected",
      "laya_context_integration__spread",
      "laya_current_information__noul",
      "laya_current_information__entropy",
      "laya_decomposition_need__confidence",
      "laya_decomposition_need__entropy",
      "laya_decomposition_need__p__0",
      "laya_decomposition_need__p__1",
      "laya_decomposition_need__p__2",
      "laya_decomposition_need__p__3",
      "laya_decomposition_need__score",
      "laya_decomposition_need__expected",
      "laya_decomposition_need__spread",
      "laya_domain_specialization__confidence",
      "laya_domain_specialization__entropy",
      "laya_domain_specialization__p__0",
      "laya_domain_specialization__p__1",
      "laya_domain_specialization__p__2",
      "laya_domain_specialization__p__3",
      "laya_domain_specialization__score",
      "laya_domain_specialization__expected",
      "laya_domain_specialization__spread",
      "laya_exactness__confidence",
      "laya_exactness__entropy",
      "laya_exactness__p__0",
      "laya_exactness__p__1",
      "laya_exactness__p__2",
      "laya_exactness__p__3",
      "laya_exactness__score",
      "laya_exactness__expected",
      "laya_exactness__spread",
      "laya_external_knowledge__noul",
      "laya_external_knowledge__entropy",
      "laya_factual_recall__noul",
      "laya_factual_recall__entropy",
      "laya_formal_logic__noul",
      "laya_formal_logic__entropy",
      "laya_math_reasoning__noul",
      "laya_math_reasoning__entropy",
      "laya_reasoning_depth__confidence",
      "laya_reasoning_depth__entropy",
      "laya_reasoning_depth__p__0",
      "laya_reasoning_depth__p__1",
      "laya_reasoning_depth__p__2",
      "laya_reasoning_depth__p__3",
      "laya_reasoning_depth__score",
      "laya_reasoning_depth__expected",
      "laya_reasoning_depth__spread",
      "laya_social_affective__noul",
      "laya_social_affective__entropy",
      "laya_task_family__confidence",
      "laya_task_family__entropy",
      "laya_task_family__p__code",
      "laya_task_family__p__instruction_following",
      "laya_task_family__p__knowledge",
      "laya_task_family__p__logic",
      "laya_task_family__p__mathematics",
      "laya_task_family__p__other",
      "laya_task_family__p__social_affective",
      "laya_task_family__p__tool_use",
      "laya_tool_interaction__noul",
      "laya_tool_interaction__entropy",
      "meta_laya_input_tokens",
      "meta_laya_latency_ms"
    ],
    "sample_id_type": "string",
    "other_column_type": "numeric"
  },
  "jev-compact12": {
    "file": "data/performance/features_jev_compact12.csv",
    "rows": 11481,
    "columns": [
      "sample_id",
      "det_char_count",
      "det_word_count",
      "det_line_count",
      "det_question_marks",
      "det_digit_count",
      "det_code_fence",
      "det_numbered_list",
      "det_bullet_list",
      "det_multiple_choice",
      "det_url",
      "det_mean_word_len",
      "jev_ambiguity__confidence",
      "jev_ambiguity__entropy",
      "jev_ambiguity__p__0",
      "jev_ambiguity__p__1",
      "jev_ambiguity__p__2",
      "jev_ambiguity__p__3",
      "jev_ambiguity__score",
      "jev_ambiguity__expected",
      "jev_ambiguity__spread",
      "jev_code_reasoning__noul",
      "jev_code_reasoning__entropy",
      "jev_constraint_density__confidence",
      "jev_constraint_density__entropy",
      "jev_constraint_density__p__0",
      "jev_constraint_density__p__1",
      "jev_constraint_density__p__2",
      "jev_constraint_density__p__3",
      "jev_constraint_density__score",
      "jev_constraint_density__expected",
      "jev_constraint_density__spread",
      "jev_current_information__noul",
      "jev_current_information__entropy",
      "jev_domain_specialization__confidence",
      "jev_domain_specialization__entropy",
      "jev_domain_specialization__p__0",
      "jev_domain_specialization__p__1",
      "jev_domain_specialization__p__2",
      "jev_domain_specialization__p__3",
      "jev_domain_specialization__score",
      "jev_domain_specialization__expected",
      "jev_domain_specialization__spread",
      "jev_exactness__confidence",
      "jev_exactness__entropy",
      "jev_exactness__p__0",
      "jev_exactness__p__1",
      "jev_exactness__p__2",
      "jev_exactness__p__3",
      "jev_exactness__score",
      "jev_exactness__expected",
      "jev_exactness__spread",
      "jev_external_knowledge__noul",
      "jev_external_knowledge__entropy",
      "jev_factual_recall__noul",
      "jev_factual_recall__entropy",
      "jev_formal_logic__noul",
      "jev_formal_logic__entropy",
      "jev_reasoning_depth__confidence",
      "jev_reasoning_depth__entropy",
      "jev_reasoning_depth__p__0",
      "jev_reasoning_depth__p__1",
      "jev_reasoning_depth__p__2",
      "jev_reasoning_depth__p__3",
      "jev_reasoning_depth__score",
      "jev_reasoning_depth__expected",
      "jev_reasoning_depth__spread",
      "jev_social_affective__noul",
      "jev_social_affective__entropy",
      "jev_tool_interaction__noul",
      "jev_tool_interaction__entropy",
      "meta_jev_input_tokens",
      "meta_jev_latency_ms"
    ],
    "sample_id_type": "string",
    "other_column_type": "numeric"
  },
  "jev-cost": {
    "file": "data/cost/features_jev.csv",
    "rows": 12446,
    "columns": [
      "sample_id",
      "det_char_count",
      "det_word_count",
      "det_line_count",
      "det_question_marks",
      "det_digit_count",
      "det_code_fence",
      "det_numbered_list",
      "det_bullet_list",
      "det_multiple_choice",
      "det_url",
      "det_mean_word_len",
      "jev_ambiguity__confidence",
      "jev_ambiguity__entropy",
      "jev_ambiguity__p__0",
      "jev_ambiguity__p__1",
      "jev_ambiguity__p__2",
      "jev_ambiguity__p__3",
      "jev_ambiguity__score",
      "jev_ambiguity__expected",
      "jev_ambiguity__spread",
      "jev_answer_openness__confidence",
      "jev_answer_openness__entropy",
      "jev_answer_openness__p__0",
      "jev_answer_openness__p__1",
      "jev_answer_openness__p__2",
      "jev_answer_openness__p__3",
      "jev_answer_openness__score",
      "jev_answer_openness__expected",
      "jev_answer_openness__spread",
      "jev_code_reasoning__noul",
      "jev_code_reasoning__entropy",
      "jev_constraint_density__confidence",
      "jev_constraint_density__entropy",
      "jev_constraint_density__p__0",
      "jev_constraint_density__p__1",
      "jev_constraint_density__p__2",
      "jev_constraint_density__p__3",
      "jev_constraint_density__score",
      "jev_constraint_density__expected",
      "jev_constraint_density__spread",
      "jev_context_integration__confidence",
      "jev_context_integration__entropy",
      "jev_context_integration__p__0",
      "jev_context_integration__p__1",
      "jev_context_integration__p__2",
      "jev_context_integration__p__3",
      "jev_context_integration__score",
      "jev_context_integration__expected",
      "jev_context_integration__spread",
      "jev_current_information__noul",
      "jev_current_information__entropy",
      "jev_decomposition_need__confidence",
      "jev_decomposition_need__entropy",
      "jev_decomposition_need__p__0",
      "jev_decomposition_need__p__1",
      "jev_decomposition_need__p__2",
      "jev_decomposition_need__p__3",
      "jev_decomposition_need__score",
      "jev_decomposition_need__expected",
      "jev_decomposition_need__spread",
      "jev_domain_specialization__confidence",
      "jev_domain_specialization__entropy",
      "jev_domain_specialization__p__0",
      "jev_domain_specialization__p__1",
      "jev_domain_specialization__p__2",
      "jev_domain_specialization__p__3",
      "jev_domain_specialization__score",
      "jev_domain_specialization__expected",
      "jev_domain_specialization__spread",
      "jev_exactness__confidence",
      "jev_exactness__entropy",
      "jev_exactness__p__0",
      "jev_exactness__p__1",
      "jev_exactness__p__2",
      "jev_exactness__p__3",
      "jev_exactness__score",
      "jev_exactness__expected",
      "jev_exactness__spread",
      "jev_external_knowledge__noul",
      "jev_external_knowledge__entropy",
      "jev_factual_recall__noul",
      "jev_factual_recall__entropy",
      "jev_formal_logic__noul",
      "jev_formal_logic__entropy",
      "jev_math_reasoning__noul",
      "jev_math_reasoning__entropy",
      "jev_reasoning_depth__confidence",
      "jev_reasoning_depth__entropy",
      "jev_reasoning_depth__p__0",
      "jev_reasoning_depth__p__1",
      "jev_reasoning_depth__p__2",
      "jev_reasoning_depth__p__3",
      "jev_reasoning_depth__score",
      "jev_reasoning_depth__expected",
      "jev_reasoning_depth__spread",
      "jev_social_affective__noul",
      "jev_social_affective__entropy",
      "jev_task_family__confidence",
      "jev_task_family__entropy",
      "jev_task_family__p__code",
      "jev_task_family__p__instruction_following",
      "jev_task_family__p__knowledge",
      "jev_task_family__p__logic",
      "jev_task_family__p__mathematics",
      "jev_task_family__p__other",
      "jev_task_family__p__social_affective",
      "jev_task_family__p__tool_use",
      "jev_tool_interaction__noul",
      "jev_tool_interaction__entropy",
      "meta_jev_input_tokens",
      "meta_jev_latency_ms"
    ],
    "sample_id_type": "string",
    "other_column_type": "numeric"
  }
}