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1# Generated by `jof250 profiles build` — do not edit by hand (see docs/DATA_DICTIONARY.md)2profile: corpus_all3ontology_version: '1.0'4built:5  timestamp: '2026-11-03T23:29:46+00:00'6  code_version: f8b9e5a-dirty7  host:8    platform: macOS-27.0-arm64-arm-64bit9    python: 3.12.1310    machine: arm6411    node: MacBookPro-de-simon-pierre-2.local12selection_rule: all included train documents13n_documents: 22114split: train (heldout_v1 excluded)15caveat: Observed frequencies describe what published JoF articles did in 2017–2020; they are not evidence that these choices16  are editorially superior or required.17structure:18  pages:19    n: 22120    median: 43.021    q25: 38.022    q75: 47.023    mean: 42.67924    min: 1.025    max: 67.026    median_ci95_bootstrap:27    - 42.028    - 44.029  n_words_body:30    n: 22131    median: 11009.032    q25: 10035.033    q75: 12407.034    mean: 11137.87335    min: 25.036    max: 17348.037    median_ci95_bootstrap:38    - 10813.039    - 11256.040  n_words_appendix:41    n: 22142    median: 0.043    q25: 0.044    q75: 1599.045    mean: 934.44346    min: 0.047    max: 9912.048    median_ci95_bootstrap:49    - 0.050    - 23.051  abstract_words:52    n: 22153    median: 101.054    q25: 96.055    q75: 104.056    mean: 105.38557    min: 0.058    max: 535.059    median_ci95_bootstrap:60    - 100.061    - 102.062  n_sections:63    n: 22164    median: 5.065    q25: 5.066    q75: 6.067    mean: 5.47568    min: 0.069    max: 10.070    median_ci95_bootstrap:71    - 5.072    - 6.073  n_subsections:74    n: 22175    median: 14.076    q25: 10.077    q75: 19.078    mean: 14.8179    min: 0.080    max: 46.081    median_ci95_bootstrap:82    - 13.083    - 14.084  n_paragraphs:85    n: 22186    median: 132.087    q25: 89.088    q75: 218.089    mean: 185.11890    min: 2.091    max: 920.092    median_ci95_bootstrap:93    - 118.094    - 150.52595  n_equations:96    n: 22197    median: 10.098    q25: 4.099    q75: 23.0100    mean: 17.62101    min: 0.0102    max: 159.0103    median_ci95_bootstrap:104    - 8.0105    - 12.0106  n_tables:107    n: 221108    median: 8.0109    q25: 6.0110    q75: 11.0111    mean: 7.76112    min: 0.0113    max: 24.0114    median_ci95_bootstrap:115    - 7.0116    - 9.0117  n_figures:118    n: 221119    median: 4.0120    q25: 2.0121    q75: 7.0122    mean: 4.362123    min: 0.0124    max: 14.0125    median_ci95_bootstrap:126    - 3.0127    - 4.0128  n_footnotes:129    n: 221130    median: 37.0131    q25: 29.0132    q75: 48.0133    mean: 40.136134    min: 1.0135    max: 148.0136    median_ci95_bootstrap:137    - 35.0138    - 39.0139  n_references:140    n: 221141    median: 52.0142    q25: 41.0143    q75: 64.0144    mean: 54.158145    min: 0.0146    max: 198.0147    median_ci95_bootstrap:148    - 49.0149    - 56.0150  n_citations_in_text:151    n: 221152    median: 55.0153    q25: 38.0154    q75: 72.0155    mean: 59.995156    min: 0.0157    max: 205.0158    median_ci95_bootstrap:159    - 50.475160    - 61.0161  intro_words:162    n: 221163    median: 1804.0164    q25: 1568.0165    q75: 2132.0166    mean: 1831.249167    min: 25.0168    max: 3245.0169    median_ci95_bootstrap:170    - 1754.0171    - 1861.3172  intro_paragraphs:173    n: 221174    median: 7.0175    q25: 6.0176    q75: 9.0177    mean: 8.344178    min: 1.0179    max: 64.0180    median_ci95_bootstrap:181    - 7.0182    - 8.0183  intro_share:184    n: 221185    median: 0.164186    q25: 0.14187    q75: 0.192188    mean: 0.174189    min: 0.071190    max: 1.0191    median_ci95_bootstrap:192    - 0.16193    - 0.172194  conclusion_words:195    n: 221196    median: 358.0197    q25: 254.0198    q75: 511.0199    mean: 454.783200    min: 0.0201    max: 3986.0202    median_ci95_bootstrap:203    - 326.0204    - 393.525205  conclusion_share:206    n: 221207    median: 0.032208    q25: 0.023209    q75: 0.046210    mean: 0.042211    min: 0.0212    max: 0.427213    median_ci95_bootstrap:214    - 0.031215    - 0.035216  theory_share:217    n: 221218    median: 0.086219    q25: 0.0220    q75: 0.251221    mean: 0.148222    min: 0.0223    max: 0.817224    median_ci95_bootstrap:225    - 0.027226    - 0.137227  data_share:228    n: 221229    median: 0.0230    q25: 0.0231    q75: 0.116232    mean: 0.071233    min: 0.0234    max: 0.57235    median_ci95_bootstrap:236    - 0.0237    - 0.056238  results_share:239    n: 221240    median: 0.0241    q25: 0.0242    q75: 0.151243    mean: 0.099244    min: 0.0245    max: 0.627246    median_ci95_bootstrap:247    - 0.0248    - 0.0249  robustness_share:250    n: 221251    median: 0.0252    q25: 0.0253    q75: 0.053254    mean: 0.04255    min: 0.0256    max: 0.344257    median_ci95_bootstrap:258    - 0.0259    - 0.0260  words_per_table:261    n: 221262    median: 1354.5263    q25: 1006.375264    q75: 2017.571265    mean: 2712.665266    min: 25.0267    max: 17169.0268    median_ci95_bootstrap:269    - 1217.333270    - 1448.333271  refs_per_1000_words:272    n: 221273    median: 4.748274    q25: 3.675275    q75: 5.905276    mean: 4.882277    min: 0.0278    max: 13.377279    median_ci95_bootstrap:280    - 4.52281    - 5.017282  equations_per_1000_words:283    n: 221284    median: 0.886285    q25: 0.338286    q75: 2.248287    mean: 1.732288    min: 0.0289    max: 23.044290    median_ci95_bootstrap:291    - 0.688292    - 1.16293presence:294  has_robustness_section:295    n: 221296    share: 0.262297  has_literature_section:298    n: 221299    share: 0.172300  has_appendix:301    n: 221302    share: 0.498303  has_internet_appendix:304    n: 221305    share: 0.887306by_year:307  2017:308    n: 51309    n_words_body_median: 10858.0310    n_tables_median: 9.0311  2018:312    n: 52313    n_words_body_median: 11474.5314    n_tables_median: 7.0315  2019:316    n: 59317    n_words_body_median: 10823.0318    n_tables_median: 8.0319  2020:320    n: 59321    n_words_body_median: 11115.0322    n_tables_median: 9.0323rhetoric:324  n_annotated: 221325  genre:326    n: 221327    empirical: 0.529328    mixed_theory_empirical: 0.253329    theoretical: 0.145330    replication_or_correction: 0.032331    methodological_econometric: 0.027332    survey_or_address: 0.014333  subfield:334    n: 221335    asset_pricing: 0.312336    corporate_finance: 0.176337    financial_intermediation_banking: 0.127338    household_finance: 0.1339    market_microstructure: 0.1340    behavioral_finance: 0.054341    macro_finance: 0.045342    entrepreneurial_finance_private_equity: 0.041343  primary_method:344    n: 221345    reduced_form_regression: 0.367346    theoretical_model_analytical: 0.195347    difference_in_differences: 0.1348    structural_estimation: 0.068349    calibration_simulation: 0.063350    instrumental_variables: 0.059351    other: 0.05352    survey_or_experiment: 0.036353  abstract_moves_present:354    question:355      n: 221356      share: 0.701357    gap:358      n: 221359      share: 0.14360    method:361      n: 221362      share: 0.828363    results:364      n: 221365      share: 0.991366    magnitude:367      n: 221368      share: 0.235369    contribution:370      n: 221371      share: 0.692372  abstract_move_order_median_sentence:373    question:374      n: 155375      median: 0.0376      q25: 0.0377      q75: 0.0378      mean: 0.174379      min: 0.0380      max: 4.0381      median_ci95_bootstrap:382      - 0.0383      - 0.0384    gap:385      n: 31386      median: 1.0387      q25: 0.0388      q75: 1.0389      mean: 0.871390      min: 0.0391      max: 4.0392      median_ci95_bootstrap:393      - 0.0394      - 1.0395    method:396      n: 183397      median: 1.0398      q25: 0.0399      q75: 2.0400      mean: 1.055401      min: 0.0402      max: 5.0403      median_ci95_bootstrap:404      - 1.0405      - 1.0406    results:407      n: 219408      median: 1.0409      q25: 1.0410      q75: 2.0411      mean: 1.626412      min: 0.0413      max: 5.0414      median_ci95_bootstrap:415      - 1.0416      - 2.0417    magnitude:418      n: 52419      median: 2.0420      q25: 1.0421      q75: 3.0422      mean: 2.115423      min: 0.0424      max: 5.0425      median_ci95_bootstrap:426      - 2.0427      - 2.0428    contribution:429      n: 153430      median: 3.0431      q25: 1.0432      q75: 4.0433      mean: 2.497434      min: 0.0435      max: 7.0436      median_ci95_bootstrap:437      - 2.0438      - 3.0439  abstract_sentences:440    n: 221441    median: 5.0442    q25: 4.0443    q75: 6.0444    mean: 5.29445    min: 0.0446    max: 16.0447    median_ci95_bootstrap:448    - 5.0449    - 5.0450  magnitude_in_abstract_regex:451    n: 221452    share: 0.176453  introduction:454    paragraphs:455      n: 221456      median: 7.0457      q25: 6.0458      q75: 9.0459      mean: 8.344460      min: 1.0461      max: 64.0462      median_ci95_bootstrap:463      - 7.0464      - 8.0465    words:466      n: 221467      median: 1087.0468      q25: 870.0469      q75: 1320.0470      mean: 1101.919471      min: 25.0472      max: 2771.0473      median_ci95_bootstrap:474      - 1015.0475      - 1140.0476    contribution_paragraph_index:477      n: 210478      median: 4.0479      q25: 1.0480      q75: 6.0481      mean: 4.314482      min: 0.0483      max: 56.0484      median_ci95_bootstrap:485      - 3.0486      - 5.0487    contribution_relative_position:488      n: 210489      median: 0.577490      q25: 0.129491      q75: 0.778492      mean: 0.474493      min: 0.0494      max: 0.941495      median_ci95_bootstrap:496      - 0.5497      - 0.625498    first_move:499      n: 221500      motivation: 0.887501      tension_or_puzzle: 0.027502      preview_of_approach: 0.027503      other: 0.023504      contribution_statement: 0.014505      literature_gap: 0.009506      related_literature_positioning: 0.009507      mechanism_or_theory_sketch: 0.005508    move_prevalence:509      n: 221510      preview_of_results:511        share: 0.95512        median_relative_position: 0.37513      motivation:514        share: 0.932515        median_relative_position: 0.0516      preview_of_approach:517        share: 0.873518        median_relative_position: 0.23519      related_literature_positioning:520        share: 0.864521        median_relative_position: 0.73522      mechanism_or_theory_sketch:523        share: 0.819524        median_relative_position: 0.33525      contribution_statement:526        share: 0.774527        median_relative_position: 0.73528      roadmap:529        share: 0.624530        median_relative_position: 1.0531      literature_gap:532        share: 0.511533        median_relative_position: 0.12534      tension_or_puzzle:535        share: 0.498536        median_relative_position: 0.11537      identification_defense:538        share: 0.425539        median_relative_position: 0.5540      policy_or_broader_implication:541        share: 0.367542        median_relative_position: 0.79543      robustness_mention:544        share: 0.285545        median_relative_position: 0.62546      other:547        share: 0.158548        median_relative_position: 0.69549    moves_per_intro:550      n: 221551      median: 12.0552      q25: 10.0553      q75: 13.0554      mean: 11.679555      min: 1.0556      max: 23.0557      median_ci95_bootstrap:558      - 11.0559      - 12.0560    common_move_sequences:561      n: 221562      ? motivation > preview_of_approach > identification_defense > mechanism_or_theory_sketch > preview_of_approach > preview_of_results563        > robustness_mention > identification_defense > contribution_statement > related_literature_positioning > other >564        policy_or_broader_implication565      : 0.005566      ? motivation > tension_or_puzzle > mechanism_or_theory_sketch > preview_of_results > related_literature_positioning567        > literature_gap > contribution_statement > policy_or_broader_implication > roadmap568      : 0.005569      ? motivation > mechanism_or_theory_sketch > preview_of_results > preview_of_approach > preview_of_results > identification_defense570        > preview_of_results > robustness_mention > related_literature_positioning > contribution_statement571      : 0.005572      ? motivation > policy_or_broader_implication > mechanism_or_theory_sketch > tension_or_puzzle > preview_of_approach573        > preview_of_results > identification_defense > related_literature_positioning > contribution_statement > related_literature_positioning574      : 0.005575      ? motivation > literature_gap > policy_or_broader_implication > preview_of_approach > preview_of_results > robustness_mention576        > preview_of_results > contribution_statement > related_literature_positioning577      : 0.005578      ? tension_or_puzzle > literature_gap > contribution_statement > preview_of_approach > mechanism_or_theory_sketch > identification_defense579        > preview_of_approach > identification_defense > preview_of_results > preview_of_approach > preview_of_results > policy_or_broader_implication580        > related_literature_positioning > roadmap581      : 0.005582    roadmap_present_llm:583      n: 221584      share: 0.629585    roadmap_present_regex:586      n: 221587      share: 0.597588    literature_positioning_location:589      n: 221590      inside_introduction: 0.869591      both: 0.09592      separate_section: 0.027593      none: 0.014594    contribution_types:595      n: 438596      new_evidence: 0.411597      new_theory_or_model: 0.196598      new_data_or_measure: 0.162599      new_identification: 0.084600      resolution_of_puzzle: 0.071601      new_method: 0.05602      replication_or_correction: 0.018603      synthesis: 0.007604  identification:605    causal_language_strength:606      n: 221607      median: 3.0608      q25: 2.0609      q75: 3.0610      mean: 2.575611      min: 1.0612      max: 5.0613      median_ci95_bootstrap:614      - 2.0615      - 3.0616    uses_causal_claim:617      n: 221618      share: 0.498619  results:620    economic_significance_discussed:621      n: 221622      share: 0.787623    statistical_language:624      n: 221625      unclear: 0.787626      stars_and_tstats: 0.109627      mixed: 0.077628      confidence_intervals: 0.014629      p_values: 0.014630    magnitude_statements_in_intro:631      n: 221632      share: 0.57633  robustness:634    location:635      n: 221636      mixed: 0.367637      within_results: 0.235638      none_seen: 0.176639      main_text_section: 0.154640      appendix: 0.05641      internet_appendix: 0.018642    types:643      n: 607644      alternative_specification: 0.229645      other: 0.171646      subsample: 0.17647      alternative_measure: 0.16648      ? ''649      : 0.064650      alternative_sample_period: 0.058651      sensitivity_to_parameters: 0.056652      placebo: 0.048653  tables:654    standard_errors:655      n: 221656      unclear: 0.62657      none: 0.217658      clustered: 0.059659      mixed: 0.041660      newey_west: 0.032661      robust: 0.027662      bootstrap: 0.005663    units_in_notes:664      n: 221665      share: 0.679666    clustered_regex:667      n: 221668      share: 0.054669  figures:670    uncertainty_shown:671      n: 221672      unclear: 0.475673      'no': 0.317674      mixed: 0.095675      no_figures: 0.095676      'yes': 0.018677  conclusion:678    bounded_claims:679      n: 221680      share: 0.819681    policy_implications:682      n: 221683      share: 0.367684    open_questions:685      n: 221686      share: 0.371687  hedging:688    n: 221689    moderate: 0.873690    low: 0.127691  claims_with_stated_evidence_share:692    n: 221693    median: 1.0694    q25: 1.0695    q75: 1.0696    mean: 0.981697    min: 0.0698    max: 1.0699    median_ci95_bootstrap:700    - 1.0701    - 1.0702  llm_vs_rule_section_role_agreement:703    n: 221704    median: 1.0705    q25: 0.8706    q75: 1.0707    mean: 0.896708    min: 0.0709    max: 1.0710    median_ci95_bootstrap:711    - 0.91712    - 1.0713  llm_confidence:714    n: 221715    median: 0.8716    q25: 0.8717    q75: 0.85718    mean: 0.815719    min: 0.75720    max: 0.95721    median_ci95_bootstrap:722    - 0.8723    - 0.8724
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