Case Study Rubric for Master's Finance
Graduate students often struggle to translate complex valuation models into executive decisions. By prioritizing Strategic Synthesis & Recommendation alongside Quantitative Modeling & Technical Accuracy, this framework ensures learners not only calculate WACC correctly but also defend their investment thesis.
Rubric Overview
| Dimension | Distinguished | Accomplished | Proficient | Developing | Novice |
|---|---|---|---|---|---|
Quantitative Modeling & Technical Accuracy30% | Demonstrates exceptional mastery by adapting financial models to specific case nuances and rigorously testing assumptions under uncertainty. The analysis integrates quantitative outputs with strategic insights seamlessly. | Provides a thorough, well-structured quantitative analysis where assumptions are clearly linked to case evidence. The execution is polished, defensible, and technically precise. | Competently executes core financial models with functional accuracy. Standard formulas are applied correctly, though the justification for inputs may be generic or strictly formulaic. | Attempts to apply financial frameworks, but execution is inconsistent. The work may identify the correct tool but struggles with input selection, precision, or logical flow. | Fragmentary analysis that fails to apply fundamental financial concepts. The work relies on intuition rather than calculation or uses models that are entirely inappropriate for the case. |
Strategic Synthesis & Recommendation35% | Exceptional mastery for a Master's student, demonstrating sophisticated synthesis where quantitative rigor acts as a foundation for nuanced qualitative judgment and trade-off analysis. | Thorough, well-developed work where the recommendation is logically sound, directly supported by evidence, and clearly contextualized within market realities. | Competent execution where the student moves from calculation to a logical recommendation, addressing core requirements like risk and feasibility using standard frameworks. | Emerging understanding where the student attempts to interpret data for decision-making, but the link is weak, generic, or ignores critical market context. | Fragmentary or misaligned work that fails to bridge the gap between data analysis and business decision-making. |
Structural Coherence & Narrative Flow20% | The analysis employs a sophisticated narrative arc that prioritizes strategic issues over a rote checklist structure, with an Executive Summary that synthesizes trade-offs effectively. The logical flow anticipates reader skepticism, seamlessly integrating quantitative evidence into the qualitative argument. | The work is thoroughly developed with a clear, linear progression of ideas and a polished, standalone Executive Summary. Transitions effectively bridge distinct sections (e.g., marketing to finance) to create a cohesive report. | The analysis follows a standard, functional structure (e.g., Problem, Analysis, Solution) with a compliant Executive Summary. The flow is logical but mechanical, relying on standard templates to guide the reader. | The work attempts to organize ideas using headings and a summary, but the narrative flow is disjointed or 'siloed.' The Executive Summary often describes *what* will be discussed rather than revealing the actual findings. | The work is fragmented or disorganized, lacking essential structural elements like an Executive Summary or clear sectioning. The reader must struggle to piece together the financial argument. |
Professional Polish & Mechanics15% | Demonstrates executive-ready polish where mechanics, tone, and visual aids enhance the speed and ease of comprehension. The document is optimized for a business audience, prioritizing conciseness and visual clarity. | Writing is thoroughly polished, professional, and mechanically sound. Visuals and citations follow strict formatting standards, creating a cohesive and credible document. | Competent execution of business writing standards. The work is readable and grammatically correct, though it may lack stylistic economy or visual sophistication. | Attempts professional presentation but execution is inconsistent. Frequent minor errors or formatting lapses create friction for the reader. | Fragmentary or unprofessional work. Significant mechanical issues, missing citations, or unreadable data presentation make the document difficult to use. |
Detailed Grading Criteria
Quantitative Modeling & Technical Accuracy
30%“The Numbers”Evaluates the selection and execution of financial frameworks (e.g., DCF, WACC, Ratio Analysis). Measures the technical precision of calculations, the defensibility of quantitative assumptions, and the correct application of finance theory.
Key Indicators
- •Selects and constructs appropriate financial valuation models (e.g., DCF, LBO, Comps) tailored to the case context.
- •Calculates financial metrics and ratios with technical precision, ensuring arithmetic and formulaic accuracy.
- •Synthesizes historical data and market research to derive defensible, logic-based quantitative assumptions.
- •Applies sensitivity or scenario analysis to stress-test model outputs against key variables.
- •Integrates core finance theories (e.g., time value of money, risk-return trade-off) to validate model architecture.
Grading Guidance
Moving from Level 1 to Level 2 requires the student to demonstrate recognition of the appropriate financial tools. At Level 1, work is characterized by missing calculations, irrelevant frameworks, or fundamental arithmetic failures. To reach Level 2, the student must attempt to structure a relevant model (e.g., setting up a DCF spreadsheet) and input data, even if the execution contains mechanical errors or the assumptions rely heavily on unsupported guesses rather than case logic. The transition to Level 3 marks the threshold of technical competence and accuracy. While Level 2 submissions may suffer from formulaic errors (e.g., incorrect WACC calculation) or broken links, Level 3 work is mathematically sound and adheres to standard textbook methodologies. The model calculates correctly based on the inputs provided. However, to advance to Level 4, the student must move beyond mere calculation to nuance and defensibility. Level 4 work distinguishes itself by tailoring the model to the specific case context—making specific adjustments for non-recurring items or specific risk factors—and providing robust justifications for all assumptions, usually accompanied by sensitivity analysis that isolates key value drivers. Level 5 represents professional mastery where quantitative modeling serves as a sophisticated narrative tool. Unlike Level 4, which is robust and defensible, Level 5 integrates advanced theoretical concepts (e.g., complex capital structure adjustments, synergy realization curves) seamlessly into the analysis. The modeling at this level is dynamic, anticipating counter-arguments through comprehensive scenario planning, and the quantitative outputs are not just numbers but are synthesized into a compelling strategic argument that rivals professional equity research or advisory standards.
Proficiency Levels
Distinguished
Demonstrates exceptional mastery by adapting financial models to specific case nuances and rigorously testing assumptions under uncertainty. The analysis integrates quantitative outputs with strategic insights seamlessly.
Does the work demonstrate sophisticated understanding that goes beyond requirements, utilizing sensitivity analysis or complex model adjustments to handle case ambiguity?
- •Includes sensitivity analysis or scenario modeling (e.g., bull/bear cases) to test key variables.
- •Adjusts standard formulas (e.g., WACC, EBITDA) to account for specific case anomalies (e.g., non-recurring items, country risk premiums).
- •Explicitly discusses the limitations of the chosen quantitative model.
- •Synthesizes results from multiple valuation methods (e.g., triangulation of DCF and Multiples) to derive a conclusion.
↑ Unlike Level 4, which provides a solid and defensible model, Level 5 explicitly handles ambiguity through scenario testing or sophisticated adjustments to standard frameworks.
Accomplished
Provides a thorough, well-structured quantitative analysis where assumptions are clearly linked to case evidence. The execution is polished, defensible, and technically precise.
Is the work thoroughly developed and logically structured, with quantitative assumptions well-supported by specific case data?
- •Justifies key inputs (e.g., growth rates, beta) with direct citations from case data or industry benchmarks.
- •Calculations are technically precise with no significant arithmetic errors.
- •Applies the correct financial framework (e.g., DCF vs. LBO) appropriate for the specific problem context.
- •Presentation of data is professional, using clear tables or charts to summarize outputs.
↑ Unlike Level 3, which focuses on calculation accuracy, Level 4 provides strong evidential justification for the assumptions driving those calculations.
Proficient
Competently executes core financial models with functional accuracy. Standard formulas are applied correctly, though the justification for inputs may be generic or strictly formulaic.
Does the work execute all core quantitative requirements accurately, utilizing standard formulas and frameworks correctly?
- •Selects a relevant standard model (e.g., generic DCF, standard Ratio Analysis).
- •Performs calculations correctly according to standard textbook formulas.
- •States assumptions (e.g., tax rate, terminal growth) clearly, even if justification is brief.
- •Resulting metrics (e.g., NPV, ROI) are mathematically consistent with the inputs provided.
↑ Unlike Level 2, which contains calculation errors or conceptual gaps, Level 3 demonstrates technical accuracy in the application of standard formulas.
Developing
Attempts to apply financial frameworks, but execution is inconsistent. The work may identify the correct tool but struggles with input selection, precision, or logical flow.
Does the work attempt core quantitative requirements, even if execution is inconsistent or limited by calculation errors?
- •Attempts a recognized framework (e.g., DCF) but misses steps (e.g., forgets terminal value).
- •Inputs for calculations (e.g., discount rate) are arbitrary or lack any stated source.
- •Contains noticeable arithmetic errors that impact the final conclusion.
- •Mixes up terminology (e.g., confusing margin with markup, or profit with cash flow).
↑ Unlike Level 1, which fails to apply a recognizable framework, Level 2 attempts the correct model but lacks precision or completeness.
Novice
Fragmentary analysis that fails to apply fundamental financial concepts. The work relies on intuition rather than calculation or uses models that are entirely inappropriate for the case.
Is the work incomplete or misaligned, failing to apply fundamental financial concepts or models?
- •Omits required quantitative analysis entirely.
- •Uses incorrect formulas for basic concepts (e.g., wrong formula for WACC).
- •Arguments rely purely on qualitative opinion with no numerical backing.
- •Data presented contradicts the facts provided in the case study.
Strategic Synthesis & Recommendation
35%“The Strategy”CriticalEvaluates the interpretation of data to form a defensible business decision. Measures the transition from raw calculation to actionable advice, assessing how well the student integrates quantitative outputs with qualitative market realities (risks, feasibility, competitive landscape).
Key Indicators
- •Integrates quantitative financial outputs with qualitative market context to support conclusions.
- •Formulates specific, actionable recommendations derived directly from the data analysis.
- •Evaluates implementation feasibility, explicitly addressing risks and mitigation strategies.
- •Prioritizes strategic alternatives based on projected value creation and competitive landscape.
- •Defends the final recommendation against likely counterarguments or alternative scenarios.
Grading Guidance
Moving from Level 1 to Level 2 requires the student to shift from merely listing financial outputs (e.g., stating an NPV figure) to attempting a basic interpretation of those figures in a business context. While a Level 1 submission treats calculations as the final product, a Level 2 submission acknowledges that these numbers imply a decision, though the link between the math and the recommendation may be weak or contradictory. To reach the competence threshold of Level 3, the student must establish a clear logical bridge where the recommendation flows inevitably from the analysis. A Level 3 response ensures the advice is mathematically supported and addresses obvious qualitative factors, presenting a coherent 'Go/No-Go' stance. The leap to Level 4 involves the integration of nuance and second-order thinking. While a Level 3 student calculates the return, a Level 4 student evaluates the quality of that return against market volatility and implementation feasibility, synthesizing conflicting data points to provide a weighted judgment. Finally, excellence at Level 5 is characterized by an executive-ready narrative that not only identifies risks but proposes viable mitigation strategies. At this level, the student anticipates counter-arguments and prioritizes alternatives based on a sophisticated understanding of value creation, delivering a roadmap that is not just defensible, but persuasive and operational.
Proficiency Levels
Distinguished
Exceptional mastery for a Master's student, demonstrating sophisticated synthesis where quantitative rigor acts as a foundation for nuanced qualitative judgment and trade-off analysis.
Does the recommendation synthesize conflicting data and qualitative constraints to offer a nuanced, actionable strategy that anticipates trade-offs?
- •Articulates specific trade-offs between strategic options rather than presenting a one-sided argument.
- •Synthesizes quantitative outputs with complex qualitative constraints (e.g., organizational culture, regulatory hurdles) seamlessly.
- •Proposes specific mitigation strategies for identified second-order risks.
- •Distinguishes between short-term financial impact and long-term strategic viability.
↑ Unlike Level 4, the work anticipates and navigates complex trade-offs or second-order effects, rather than just building a strong case for a single path.
Accomplished
Thorough, well-developed work where the recommendation is logically sound, directly supported by evidence, and clearly contextualized within market realities.
Is the recommendation logically derived from the data and supported by a clear, well-structured assessment of market realities and risks?
- •Explicitly links specific quantitative data points to qualitative strategic claims.
- •Addresses implementation feasibility with concrete next steps.
- •Identifies relevant competitive or environmental risks supported by case evidence.
- •Presents a cohesive narrative where the decision follows naturally from the analysis.
↑ Unlike Level 3, the qualitative context and quantitative analysis are integrated into a cohesive argument rather than presented as separate, siloed sections.
Proficient
Competent execution where the student moves from calculation to a logical recommendation, addressing core requirements like risk and feasibility using standard frameworks.
Does the student provide a logical recommendation that follows from their calculations and addresses basic risks and feasibility?
- •Recommendation is consistent with the provided quantitative analysis (no contradictions).
- •Includes standard qualitative assessments (e.g., SWOT, basic risk list) relevant to the case.
- •States the decision clearly, though justification may rely on formulaic application of concepts.
- •Addresses feasibility at a high level.
↑ Unlike Level 2, the recommendation is logically consistent with the analysis provided and acknowledges the broader business context.
Developing
Emerging understanding where the student attempts to interpret data for decision-making, but the link is weak, generic, or ignores critical market context.
Does the work attempt a recommendation based on data, even if the connection is tenuous, generic, or lacks specific market context?
- •Recommendation is present but relies on generic business principles rather than specific case data.
- •Quantitative analysis and qualitative discussion appear disconnected (siloed).
- •Significant gaps in assessing feasibility or risks (e.g., proposing a costly plan with no budget consideration).
- •Interpretations of data are superficial (e.g., stating a number changed without explaining why it matters).
↑ Unlike Level 1, the work attempts to interpret the data to form a business decision, even if the execution is flawed or incomplete.
Novice
Fragmentary or misaligned work that fails to bridge the gap between data analysis and business decision-making.
Is the recommendation missing, purely descriptive, or completely unsupported by the analysis?
- •Recommendation is missing, incoherent, or directly contradicts the data presented.
- •Work consists of raw calculations or summary of facts without any strategic advice.
- •Qualitative market realities (competition, customer needs) are entirely ignored.
- •Fails to answer the specific strategic question posed by the case.
Structural Coherence & Narrative Flow
20%“The Structure”Evaluates the logical architecture of the analysis. Focuses on the linear progression of ideas, the effectiveness of the Executive Summary as a standalone overview, and the use of structural signposts (headings, transitions) to guide the reader through the financial argument.
Key Indicators
- •Constructs an Executive Summary that functions as a comprehensive, standalone overview of the recommendation.
- •Sequences financial arguments logically, progressing from quantitative evidence to strategic implications.
- •Utilizes structural signposts (headings, subheadings) to guide the reader through complex data.
- •Integrates distinct analysis sections with transitional phrasing that maintains narrative continuity.
- •Aligns the concluding arguments directly with the thesis presented in the Executive Summary.
Grading Guidance
To progress from Level 1 to Level 2, the work must evolve from a disorganized collection of thoughts into a structured document with basic headings. While Level 1 submissions often appear as a 'wall of text' or lack a distinct beginning, middle, and end, Level 2 submissions categorize information into sections, though the Executive Summary may function merely as an introduction rather than a synopsis of results. Moving from Level 2 to Level 3 requires establishing a logical hierarchy and a functional Executive Summary. A Level 3 analysis ensures the Executive Summary reveals the actual recommendation and key findings, not just the intent to analyze. The body text follows a standard linear path (Problem -> Analysis -> Solution), whereas Level 2 might place findings in a confusing order or bury the conclusion. The leap from Level 3 to Level 4 involves transforming a logical checklist into a persuasive narrative. Level 4 submissions use transitions to explain the 'so what' between sections—connecting a ratio analysis to a valuation model seamlessly—rather than treating them as isolated homework tasks. Finally, achieving Level 5 requires executive-level polish; the structure prioritizes strategic insights over data dumping, and the Executive Summary is refined enough to be presented directly to a C-suite stakeholder without editing.
Proficiency Levels
Distinguished
The analysis employs a sophisticated narrative arc that prioritizes strategic issues over a rote checklist structure, with an Executive Summary that synthesizes trade-offs effectively. The logical flow anticipates reader skepticism, seamlessly integrating quantitative evidence into the qualitative argument.
Does the narrative structure strategically prioritize key issues, creating a compelling flow that anticipates reader skepticism and synthesizes trade-offs?
- •Executive Summary articulates a nuanced synthesis of the decision (including trade-offs/risks), not just a summary of calculations.
- •Organizes body paragraphs by strategic priority or key issues rather than following a default textbook checklist order.
- •Transitions explicitly connect the implications of financial data to strategic recommendations (e.g., 'Because the current ratio is low, the expansion strategy requires...').
- •Uses 'signposting' to anticipate and address potential counter-arguments within the flow of the text.
↑ Unlike Level 4, the structure is organized by strategic priority/argument strength rather than just a clean linear sequence, and the Executive Summary addresses complexity/trade-offs rather than just outcomes.
Accomplished
The work is thoroughly developed with a clear, linear progression of ideas and a polished, standalone Executive Summary. Transitions effectively bridge distinct sections (e.g., marketing to finance) to create a cohesive report.
Is the analysis logically sequenced with a standalone Executive Summary and smooth transitions between quantitative and qualitative sections?
- •Executive Summary functions as a standalone document containing the problem, method, key findings, and specific recommendations.
- •Paragraphs follow a clear 'Claim → Evidence → Warrant' structure.
- •Headings and subheadings accurately reflect the content of the sections they introduce.
- •Transitions between sections are smooth, preventing the analysis from feeling like disjointed silos.
↑ Unlike Level 3, the Executive Summary is fully decision-ready (standalone), and transitions explain the relationship between sections rather than just listing them sequentially.
Proficient
The analysis follows a standard, functional structure (e.g., Problem, Analysis, Solution) with a compliant Executive Summary. The flow is logical but mechanical, relying on standard templates to guide the reader.
Does the report follow a standard logical structure with a functional Executive Summary and clear section headings?
- •Includes all required structural components (Executive Summary, Introduction, Analysis, Conclusion).
- •Executive Summary summarizes the main points but may lack specific details on implementation or risk.
- •Uses standard headings to separate distinct analytical tasks (e.g., 'SWOT Analysis', 'Ratio Calculation').
- •Information is grouped logically, though connections between different analytical tools may be implicit.
↑ Unlike Level 2, the document follows a coherent linear logic where the conclusion clearly follows from the analysis, and the Executive Summary summarizes actual results.
Developing
The work attempts to organize ideas using headings and a summary, but the narrative flow is disjointed or 'siloed.' The Executive Summary often describes *what* will be discussed rather than revealing the actual findings.
Does the work attempt a logical structure, though marred by disjointed transitions or a descriptive rather than analytical Executive Summary?
- •Executive Summary reads like a Table of Contents (e.g., 'This report will analyze X...') rather than stating the decision/outcome.
- •Headings are present but the content within sections sometimes drifts off-topic.
- •Analysis feels 'siloed'; financial calculations are presented separately from qualitative points with no transition linking them.
- •Paragraphs may lack clear topic sentences, leading to a 'stream of consciousness' feel in places.
↑ Unlike Level 1, the work utilizes basic structural markers (headings, paragraphs) and attempts an Executive Summary, even if the narrative flow is interrupted.
Novice
The work is fragmented or disorganized, lacking essential structural elements like an Executive Summary or clear sectioning. The reader must struggle to piece together the financial argument.
Is the work disorganized or lacking essential structural components like an Executive Summary?
- •Executive Summary is missing or consists of only 1-2 generic sentences.
- •Absence of headings or visual signposts makes the text a 'wall of words'.
- •Arguments jump randomly between topics (e.g., discussing conclusion, then data, then background).
- •No clear distinction between data presentation and analysis/recommendation.
Professional Polish & Mechanics
15%“The Polish”Evaluates the surface-level execution and readability of the document. Focuses strictly on business writing mechanics (conciseness, tone, grammar), citation formatting, and the visual accessibility of data exhibits (charts, tables).
Key Indicators
- •Adopts a formal, concise business tone suitable for executive audiences.
- •Demonstrates command of standard English grammar, syntax, and punctuation.
- •Designs professional data exhibits that reinforce financial analysis without clutter.
- •Cites sources accurately using the required formatting convention.
- •Organizes content using clear headings and logical paragraph transitions.
Grading Guidance
The progression from Level 1 to Level 2 hinges on basic intelligibility; the student moves from a disorganized, error-ridden draft to one that is readable despite inconsistent tone or formatting flaws. To cross the threshold into Level 3 (Competence), the work must shed conversational language in favor of a standard business tone and eliminate distracting mechanical errors. At this stage, data exhibits become functional rather than messy, and citations adhere to the general requirements of the style guide, ensuring the document is professional enough to be taken seriously. Elevating work from Level 3 to Level 4 requires a shift from correctness to conciseness. A Level 4 submission demonstrates active self-editing, removing passive voice and redundancy to create a smooth narrative flow, while data exhibits are optimized for immediate insight rather than just data storage. Finally, Level 5 (Excellence) is distinguished by "boardroom readiness." The writing is precise and sophisticated, visuals are publication-quality, and the formatting is flawless, requiring absolutely no copy-editing to be presented to a senior financial executive.
Proficiency Levels
Distinguished
Demonstrates executive-ready polish where mechanics, tone, and visual aids enhance the speed and ease of comprehension. The document is optimized for a business audience, prioritizing conciseness and visual clarity.
Does the work demonstrate executive-level polish with seamless integration of text and visuals that enhances readability?
- •Uses 'Bottom Line Up Front' (BLUF) or similar executive communication structures effectively
- •Visual exhibits include interpretative captions or 'takeaway' titles rather than generic labels
- •Citations are integrated seamlessly into the narrative flow without disrupting readability
- •Writing is strictly concise, devoid of academic fluff or passive voice
- •Zero distracting mechanical or formatting errors
↑ Unlike Level 4, the work is not just error-free, but actively optimized for the reader's efficiency (e.g., through strategic layout and extreme conciseness).
Accomplished
Writing is thoroughly polished, professional, and mechanically sound. Visuals and citations follow strict formatting standards, creating a cohesive and credible document.
Is the writing consistently professional, concise, and mechanically sound with well-formatted exhibits?
- •Maintains an objective, professional tone throughout (no conversational slips)
- •Charts and tables are clean, with all necessary legends, units, and axes clearly labeled
- •Citation formatting (e.g., APA) is consistent and error-free
- •Paragraphs are logically structured with clear topic sentences
- •Mechanical errors are negligible and do not impact credibility
↑ Unlike Level 3, the tone is consistently professional without lapses into wordiness, and visual exhibits are formatted for presentation rather than just raw inclusion.
Proficient
Competent execution of business writing standards. The work is readable and grammatically correct, though it may lack stylistic economy or visual sophistication.
Does the work execute all core requirements regarding grammar, citation, and formatting accurately?
- •Grammar and spelling are functional with no errors that impede meaning
- •Visuals are present and legible, though formatting may be default/basic
- •Citations are present for all external data, though minor formatting inconsistencies may exist
- •Adheres to the required page limit and general structure
- •Tone is generally academic or business-appropriate, though may be occasionally wordy
↑ Unlike Level 2, mechanical errors are infrequent and do not distract the reader from the content.
Developing
Attempts professional presentation but execution is inconsistent. Frequent minor errors or formatting lapses create friction for the reader.
Does the work attempt professional formatting and tone, despite noticeable inconsistencies or errors?
- •Tone fluctuates between professional and conversational/informal
- •Visuals are included but may lack titles, units, or clear labels
- •Citations are attempted but frequently incorrect or incomplete
- •Contains noticeable typos or grammatical errors (3+ per page)
- •Layout is cluttered or inconsistent (e.g., changing fonts/spacing)
↑ Unlike Level 1, the document is generally organized and readable despite the mechanical issues.
Novice
Fragmentary or unprofessional work. Significant mechanical issues, missing citations, or unreadable data presentation make the document difficult to use.
Is the work marred by pervasive errors, lack of citations, or unprofessional formatting?
- •Pervasive grammar or spelling errors that confuse meaning
- •Uses slang, emotive language, or first-person narrative inappropriately
- •Missing citations for external data claims
- •Visuals are missing, blurry, or unreadable (e.g., screenshots of spreadsheets)
- •Fails to follow basic formatting instructions (length, font, margins)
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How to Use This Rubric
This rubric targets the dual demands of advanced finance: technical precision and strategic communication. It places significant value on Quantitative Modeling & Technical Accuracy to ensure DCF and LBO frameworks are sound, while emphasizing Strategic Synthesis & Recommendation to verify that students can translate raw numbers into viable business decisions.
When applying proficiency levels, look beyond the correct answer to the logic behind the assumptions. For the Structural Coherence dimension, a high score should be reserved for students who use the Executive Summary not just as an introduction, but as a standalone argument that synthesizes the entire financial case without needing the full appendix.
MarkInMinutes can automatically grade these complex case studies against your specific criteria, saving time while providing detailed feedback on financial logic.
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