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1# Generated by `jof250 profiles build` — do not edit by hand (see docs/DATA_DICTIONARY.md)2profile: empirical_all3ontology_version: '1.0'4built:5  timestamp: '2026-11-03T23:29:47+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: genre in {empirical, mixed_theory_empirical}13n_documents: 17314split: 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: 17320    median: 43.021    q25: 39.022    q75: 47.023    mean: 43.12724    min: 25.025    max: 65.026    median_ci95_bootstrap:27    - 42.028    - 44.029  n_words_body:30    n: 17331    median: 11009.032    q25: 10052.033    q75: 12194.034    mean: 11182.8535    min: 6623.036    max: 17025.037    median_ci95_bootstrap:38    - 10813.039    - 11343.2540  n_words_appendix:41    n: 17342    median: 0.043    q25: 0.044    q75: 510.045    mean: 442.56146    min: 0.047    max: 3991.048    median_ci95_bootstrap:49    - 0.050    - 21.051  abstract_words:52    n: 17353    median: 100.054    q25: 96.055    q75: 104.056    mean: 103.97757    min: 49.058    max: 535.059    median_ci95_bootstrap:60    - 100.061    - 101.062  n_sections:63    n: 17364    median: 5.065    q25: 5.066    q75: 6.067    mean: 5.52668    min: 3.069    max: 9.070    median_ci95_bootstrap:71    - 5.072    - 6.073  n_subsections:74    n: 17375    median: 13.076    q25: 10.077    q75: 18.078    mean: 14.32979    min: 0.080    max: 46.081    median_ci95_bootstrap:82    - 13.083    - 14.084  n_paragraphs:85    n: 17386    median: 113.087    q25: 82.088    q75: 174.089    mean: 137.19790    min: 51.091    max: 649.092    median_ci95_bootstrap:93    - 101.47594    - 127.095  n_equations:96    n: 17397    median: 7.098    q25: 2.099    q75: 15.0100    mean: 11.491101    min: 0.0102    max: 78.0103    median_ci95_bootstrap:104    - 6.0105    - 9.0106  n_tables:107    n: 173108    median: 9.0109    q25: 7.0110    q75: 11.0111    mean: 9.347112    min: 0.0113    max: 24.0114    median_ci95_bootstrap:115    - 9.0116    - 10.0117  n_figures:118    n: 173119    median: 4.0120    q25: 2.0121    q75: 6.0122    mean: 4.289123    min: 0.0124    max: 14.0125    median_ci95_bootstrap:126    - 3.0127    - 4.0128  n_footnotes:129    n: 173130    median: 36.0131    q25: 28.0132    q75: 43.0133    mean: 38.035134    min: 10.0135    max: 148.0136    median_ci95_bootstrap:137    - 35.0138    - 38.0139  n_references:140    n: 173141    median: 53.0142    q25: 43.0143    q75: 64.0144    mean: 54.809145    min: 17.0146    max: 122.0147    median_ci95_bootstrap:148    - 50.0149    - 56.0150  n_citations_in_text:151    n: 173152    median: 56.0153    q25: 41.0154    q75: 76.0155    mean: 60.977156    min: 17.0157    max: 181.0158    median_ci95_bootstrap:159    - 51.475160    - 63.0161  intro_words:162    n: 173163    median: 1804.0164    q25: 1588.0165    q75: 2116.0166    mean: 1833.809167    min: 815.0168    max: 2846.0169    median_ci95_bootstrap:170    - 1713.0171    - 1853.0172  intro_paragraphs:173    n: 173174    median: 7.0175    q25: 6.0176    q75: 9.0177    mean: 8.393178    min: 2.0179    max: 64.0180    median_ci95_bootstrap:181    - 7.0182    - 8.0183  intro_share:184    n: 173185    median: 0.165186    q25: 0.143187    q75: 0.191188    mean: 0.167189    min: 0.071190    max: 0.276191    median_ci95_bootstrap:192    - 0.159193    - 0.174194  conclusion_words:195    n: 173196    median: 363.0197    q25: 265.0198    q75: 516.0199    mean: 460.272200    min: 91.0201    max: 3986.0202    median_ci95_bootstrap:203    - 329.0204    - 394.0205  conclusion_share:206    n: 173207    median: 0.033208    q25: 0.024209    q75: 0.047210    mean: 0.043211    min: 0.008212    max: 0.427213    median_ci95_bootstrap:214    - 0.031215    - 0.036216  theory_share:217    n: 173218    median: 0.036219    q25: 0.0220    q75: 0.192221    mean: 0.116222    min: 0.0223    max: 0.714224    median_ci95_bootstrap:225    - 0.0226    - 0.103227  data_share:228    n: 173229    median: 0.076230    q25: 0.0231    q75: 0.133232    mean: 0.09233    min: 0.0234    max: 0.57235    median_ci95_bootstrap:236    - 0.046237    - 0.095238  results_share:239    n: 173240    median: 0.0241    q25: 0.0242    q75: 0.203243    mean: 0.117244    min: 0.0245    max: 0.627246    median_ci95_bootstrap:247    - 0.0248    - 0.0249  robustness_share:250    n: 173251    median: 0.0252    q25: 0.0253    q75: 0.0254    mean: 0.035255    min: 0.0256    max: 0.338257    median_ci95_bootstrap:258    - 0.0259    - 0.0260  words_per_table:261    n: 173262    median: 1197.667263    q25: 957.875264    q75: 1635.667265    mean: 1424.985266    min: 371.917267    max: 13206.0268    median_ci95_bootstrap:269    - 1115.273270    - 1265.25271  refs_per_1000_words:272    n: 173273    median: 4.819274    q25: 3.784275    q75: 5.969276    mean: 4.997277    min: 1.075278    max: 10.145279    median_ci95_bootstrap:280    - 4.6281    - 5.214282  equations_per_1000_words:283    n: 173284    median: 0.608285    q25: 0.224286    q75: 1.439287    mean: 1.018288    min: 0.0289    max: 6.711290    median_ci95_bootstrap:291    - 0.522292    - 0.839293presence:294  has_robustness_section:295    n: 173296    share: 0.243297  has_literature_section:298    n: 173299    share: 0.185300  has_appendix:301    n: 173302    share: 0.428303  has_internet_appendix:304    n: 173305    share: 0.936306by_year:307  2017:308    n: 43309    n_words_body_median: 10952.0310    n_tables_median: 10.0311  2018:312    n: 42313    n_words_body_median: 11392.5314    n_tables_median: 9.5315  2019:316    n: 46317    n_words_body_median: 10853.5318    n_tables_median: 9.0319  2020:320    n: 42321    n_words_body_median: 11062.0322    n_tables_median: 10.0323rhetoric:324  n_annotated: 173325  genre:326    n: 173327    empirical: 0.676328    mixed_theory_empirical: 0.324329  subfield:330    n: 173331    asset_pricing: 0.335332    corporate_finance: 0.162333    household_finance: 0.127334    financial_intermediation_banking: 0.121335    market_microstructure: 0.092336    behavioral_finance: 0.058337    entrepreneurial_finance_private_equity: 0.04338    international_finance: 0.035339  primary_method:340    n: 173341    reduced_form_regression: 0.468342    difference_in_differences: 0.121343    structural_estimation: 0.081344    instrumental_variables: 0.075345    other: 0.052346    theoretical_model_analytical: 0.052347    survey_or_experiment: 0.046348    natural_experiment_event_study: 0.04349  abstract_moves_present:350    question:351      n: 173352      share: 0.717353    gap:354      n: 173355      share: 0.116356    method:357      n: 173358      share: 0.832359    results:360      n: 173361      share: 1.0362    magnitude:363      n: 173364      share: 0.289365    contribution:366      n: 173367      share: 0.647368  abstract_move_order_median_sentence:369    question:370      n: 124371      median: 0.0372      q25: 0.0373      q75: 0.0374      mean: 0.161375      min: 0.0376      max: 3.0377      median_ci95_bootstrap:378      - 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5.0445    - 5.0446  magnitude_in_abstract_regex:447    n: 173448    share: 0.197449  introduction:450    paragraphs:451      n: 173452      median: 7.0453      q25: 6.0454      q75: 9.0455      mean: 8.393456      min: 2.0457      max: 64.0458      median_ci95_bootstrap:459      - 7.0460      - 8.0461    words:462      n: 173463      median: 1105.0464      q25: 893.0465      q75: 1325.0466      mean: 1132.249467      min: 446.0468      max: 2771.0469      median_ci95_bootstrap:470      - 1021.9471      - 1166.0472    contribution_paragraph_index:473      n: 165474      median: 4.0475      q25: 1.0476      q75: 6.0477      mean: 4.794478      min: 0.0479      max: 56.0480      median_ci95_bootstrap:481      - 3.0482      - 5.0483    contribution_relative_position:484      n: 165485      median: 0.625486      q25: 0.2487      q75: 0.8488      mean: 0.516489      min: 0.0490      max: 0.941491      median_ci95_bootstrap:492      - 0.571493      - 0.667494    first_move:495      n: 173496      motivation: 0.902497      tension_or_puzzle: 0.023498      preview_of_approach: 0.023499      other: 0.023500      literature_gap: 0.012501      contribution_statement: 0.006502      related_literature_positioning: 0.006503      mechanism_or_theory_sketch: 0.006504    move_prevalence:505      n: 173506      preview_of_results:507        share: 0.983508        median_relative_position: 0.36509      motivation:510        share: 0.948511        median_relative_position: 0.0512      preview_of_approach:513        share: 0.896514        median_relative_position: 0.25515      related_literature_positioning:516        share: 0.873517        median_relative_position: 0.75518      mechanism_or_theory_sketch:519        share: 0.838520        median_relative_position: 0.33521      contribution_statement:522        share: 0.809523        median_relative_position: 0.75524      roadmap:525        share: 0.653526        median_relative_position: 1.0527      literature_gap:528        share: 0.578529        median_relative_position: 0.12530      identification_defense:531        share: 0.543532        median_relative_position: 0.5533      tension_or_puzzle:534        share: 0.497535        median_relative_position: 0.11536      robustness_mention:537        share: 0.341538        median_relative_position: 0.62539      policy_or_broader_implication:540        share: 0.335541        median_relative_position: 0.79542      other:543        share: 0.15544        median_relative_position: 0.7545    moves_per_intro:546      n: 173547      median: 12.0548      q25: 10.0549      q75: 14.0550      mean: 12.127551      min: 7.0552      max: 23.0553      median_ci95_bootstrap:554      - 12.0555      - 12.0556    common_move_sequences:557      n: 173558      ? motivation > preview_of_approach > identification_defense > mechanism_or_theory_sketch > preview_of_approach > preview_of_results559        > robustness_mention > identification_defense > contribution_statement > related_literature_positioning > other >560        policy_or_broader_implication561      : 0.006562      ? motivation > tension_or_puzzle > mechanism_or_theory_sketch > preview_of_results > related_literature_positioning563        > literature_gap > contribution_statement > policy_or_broader_implication > roadmap564      : 0.006565      ? motivation > mechanism_or_theory_sketch > preview_of_results > preview_of_approach > preview_of_results > identification_defense566        > preview_of_results > robustness_mention > related_literature_positioning > contribution_statement567      : 0.006568      ? motivation > policy_or_broader_implication > mechanism_or_theory_sketch > tension_or_puzzle > preview_of_approach569        > preview_of_results > identification_defense > related_literature_positioning > contribution_statement > related_literature_positioning570      : 0.006571      ? motivation > literature_gap > policy_or_broader_implication > preview_of_approach > preview_of_results > robustness_mention572        > preview_of_results > contribution_statement > related_literature_positioning573      : 0.006574      ? tension_or_puzzle > literature_gap > contribution_statement > preview_of_approach > mechanism_or_theory_sketch > identification_defense575        > preview_of_approach > identification_defense > preview_of_results > preview_of_approach > preview_of_results > policy_or_broader_implication576        > related_literature_positioning > roadmap577      : 0.006578    roadmap_present_llm:579      n: 173580      share: 0.653581    roadmap_present_regex:582      n: 173583      share: 0.636584    literature_positioning_location:585      n: 173586      inside_introduction: 0.884587      both: 0.087588      separate_section: 0.023589      none: 0.006590    contribution_types:591      n: 365592      new_evidence: 0.474593      new_data_or_measure: 0.189594      new_theory_or_model: 0.137595      new_identification: 0.099596      resolution_of_puzzle: 0.066597      new_method: 0.036598  identification:599    causal_language_strength:600      n: 173601      median: 3.0602      q25: 2.0603      q75: 4.0604      mean: 2.861605      min: 1.0606      max: 5.0607      median_ci95_bootstrap:608      - 3.0609      - 3.0610    uses_causal_claim:611      n: 173612      share: 0.607613  results:614    economic_significance_discussed:615      n: 173616      share: 0.925617    statistical_language:618      n: 173619      unclear: 0.757620      stars_and_tstats: 0.133621      mixed: 0.081622      p_values: 0.017623      confidence_intervals: 0.012624    magnitude_statements_in_intro:625      n: 173626      share: 0.694627  robustness:628    location:629      n: 173630      mixed: 0.422631      within_results: 0.266632      main_text_section: 0.145633      none_seen: 0.11634      appendix: 0.04635      internet_appendix: 0.017636    types:637      n: 534638      alternative_specification: 0.24639      subsample: 0.187640      alternative_measure: 0.176641      other: 0.155642      alternative_sample_period: 0.064643      placebo: 0.054644      falsification: 0.051645      sensitivity_to_parameters: 0.037646  tables:647    standard_errors:648      n: 173649      unclear: 0.78650      clustered: 0.075651      newey_west: 0.04652      mixed: 0.04653      robust: 0.035654      none: 0.023655      bootstrap: 0.006656    units_in_notes:657      n: 173658      share: 0.803659    clustered_regex:660      n: 173661      share: 0.069662  figures:663    uncertainty_shown:664      n: 173665      unclear: 0.584666      'no': 0.22667      mixed: 0.104668      no_figures: 0.069669      'yes': 0.023670  conclusion:671    bounded_claims:672      n: 173673      share: 0.827674    policy_implications:675      n: 173676      share: 0.358677    open_questions:678      n: 173679      share: 0.393680  hedging:681    n: 173682    moderate: 0.931683    low: 0.069684  claims_with_stated_evidence_share:685    n: 173686    median: 1.0687    q25: 1.0688    q75: 1.0689    mean: 0.989690    min: 0.75691    max: 1.0692    median_ci95_bootstrap:693    - 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