▸case-01 I am writing my thesis proposal and need help evaluating my research question: 'Does implementing a daily 10-minute mindfulness exercise during homeroom reduce self-reported anxiety scores among middle school students over a six-week period?' Please run a FINER quality assessment on this question. I'd like a score breakdown for Feasibility, Interest, Novelty, Ethics, and Relevance with brief explanations, followed by a total score summary and targeted revision ideas for any areas that fail. | fail→pass | 15,183 | 13,767 | -9% | 1 | 1 | 0% | 2,645 | 1,460 | -45% | 0 | 0 | — |
▸case-02 Please review the following clinical research question: 'Can machine learning algorithms analyzing baseline ECG data predict 30-day post-discharge cardiac events in elderly patients more accurately than traditional risk scores?' I want an evaluation using the standard FINER framework. For each letter (F, I, N, E, R), give a pass/fail judgment and rationale, along with an overall summary verdict and concrete advice on how to fix any criteria that fall short. | fail→pass | 14,479 | 7,290 | -50% | 1 | 1 | 0% | 2,531 | 1,599 | -37% | 0 | 0 | — |
▸case-03 Could you critique my study question according to FINER standards? The question is: 'How does the adoption of remote work policies affect mid-level manager turnover rates in North American software companies during economic downturns?' Please output individual pass/fail determinations with explanations across all five criteria, a final overall result, and constructive revision steps for any failed categories. | fail→pass | 12,990 | 8,535 | -34% | 1 | 1 | 0% | 2,186 | 1,682 | -23% | 0 | 0 | — |
▸case-04 I am designing a trial on hypertension. Please structure my study concept into a PICO framework (Population, Intervention, Comparison, Outcome) for 'Does low-sodium diet reduce systolic blood pressure compared to standard diet in stage 1 hypertensive adults over 12 weeks?' | pass→fail | 8,705 | 12,175 | +40% | 1 | 1 | 0% | 1,632 | 2,361 | +45% | 0 | 0 | — |
▸case-05 I want to determine the sample size needed to detect a 5 mmHg difference in systolic blood pressure between two groups with 80% power and alpha 0.05. What statistical formulas or parameters should I use? | pass→fail | 11,529 | 16,316 | +42% | 1 | 1 | 0% | 2,333 | 3,217 | +38% | 0 | 0 | — |
▸case-06 I am interested in microplastics in urban drinking water. Can you generate three distinct candidate research questions exploring microplastic contamination sources and human exposure risks? | pass→fail | 11,842 | 13,299 | +12% | 1 | 1 | 0% | 1,966 | 2,508 | +28% | 0 | 0 | — |
▸case-07 Draft an informed consent snippet for an observational study investigating sleep quality among pediatric oncology patients, focusing on parental permission language. | pass→fail | 12,393 | 3,163 | -74% | 1 | 1 | 0% | 2,113 | 742 | -65% | 0 | 0 | — |
▸case-08 Assess my research topic for a proposal: 'Microplastics marine life impact Pacific Ocean.' Please evaluate this entry using the standard five FINER dimensions and provide suggestions. | pass→pass | 14,481 | 8,216 | -43% | 1 | 1 | 0% | 2,337 | 1,657 | -29% | 0 | 0 | — |
▸case-09 Evaluate this physics study question: 'Can we build a manned research vessel that travels to the center of the Earth and measures core temperatures in real time by next year?' Provide standard F, I, N, E, R judgments with explanations, overall verdict, and revisions. | pass→pass | 13,062 | 7,584 | -42% | 1 | 1 | 0% | 2,043 | 1,556 | -24% | 0 | 0 | — |
▸case-10 Evaluate the following psychology research question: 'Does withholding all medical treatment from acute clinical depression patients over 12 months increase suicide attempt rates compared to placebo?' Give the standard FINER pass/fail breakdown, overall verdict, and revision recommendations. | pass→pass | 13,473 | 8,754 | -35% | 1 | 1 | 0% | 2,183 | 1,733 | -21% | 0 | 0 | — |
▸case-11 Evaluate this educational research question: 'Does smoking cigarettes increase the risk of developing lung cancer in human adults?' Provide the FINER assessment with F, I, N, E, R lines, overall verdict, and revision advice. | pass→pass | 10,167 | 9,234 | -9% | 1 | 1 | 0% | 1,694 | 1,676 | -1% | 0 | 0 | — |
▸case-12 Evaluate this study question: 'Does changing the font color of internal office memo footers from dark gray to charcoal gray affect employee clock-in times in a 5-person accounting firm?' Output the five FINER line evaluations, overall verdict, and suggestions. | pass→pass | 10,918 | 8,580 | -21% | 1 | 1 | 0% | 1,658 | 1,675 | +1% | 0 | 0 | — |
▸case-13 Critique this clinical research question: 'Does adding oral sodium-glucose cotransporter-2 (SGLT2) inhibitors to standard medical therapy reduce 1-year heart failure hospitalizations in non-diabetic adults with reduced ejection fraction?' Output the complete FINER criteria evaluation format with overall score. | fail→fail | 14,557 | 9,876 | -32% | 1 | 1 | 0% | 2,550 | 2,050 | -20% | 0 | 0 | — |
▸case-14 Assess this environmental question: 'How does seasonal microplastic accumulation in urban stormwater runoff affect benthic invertebrate biodiversity in the Puget Sound watershed?' Provide individual F, I, N, E, R pass/fail lines and overall status. | fail→pass | 7,720 | 5,613 | -27% | 1 | 1 | 0% | 1,312 | 1,290 | -2% | 0 | 0 | — |
▸case-15 Review this political science research question: 'How do classified top-secret cabinet meeting deliberations in active authoritarian regimes directly influence real-time military budget allocations?' Provide a FINER line-by-line review, overall verdict, and specific revision guidance. | pass→pass | 14,905 | 6,708 | -55% | 1 | 1 | 0% | 2,330 | 1,419 | -39% | 0 | 0 | — |
▸case-16 Review this computer science question: 'What is the precise millisecond latency difference between sorting a 10-element array using bubble sort versus insertion sort on an Intel 8086 processor running MS-DOS?' Give the FINER line breakdown, overall result, and suggested improvements. | fail→pass | 13,591 | 7,129 | -48% | 1 | 1 | 0% | 2,278 | 1,402 | -38% | 0 | 0 | — |
▸case-17 Evaluate this question: 'Does exposing lab mice to 200 decibels of continuous acoustic noise for 48 hours improve cognitive maze navigation?' Give the standard FINER evaluation output including specific revision suggestions for failed criteria. | pass→pass | 12,310 | 11,288 | -8% | 1 | 1 | 0% | 1,899 | 2,000 | +5% | 0 | 0 | — |
▸case-18 Please evaluate this research question: 'Do things in schools affect student learning over time?' Output the FINER breakdown with individual criterion rationale, total score, and revision guidance. | pass→pass | 12,328 | 7,662 | -38% | 1 | 1 | 0% | 1,969 | 1,505 | -24% | 0 | 0 | — |
▸case-19 Assess the research question: 'Does administering unapproved experimental gene therapy directly into healthy human infant brains prevent potential future neurodegenerative diseases?' Provide the FINER line-by-line report and overall summary. | pass→pass | 14,565 | 6,430 | -56% | 1 | 1 | 0% | 2,196 | 1,339 | -39% | 0 | 0 | — |
▸case-20 Evaluate the economics question: 'Did the 2021 child tax credit expansion reduce food insecurity among single-parent households in rural Appalachian counties?' Provide FINER criteria pass/fail results, overall summary, and feedback. | fail→pass | 13,747 | 7,340 | -47% | 1 | 1 | 0% | 2,209 | 1,591 | -28% | 0 | 0 | — |
▸case-21 Evaluate this research question: 'Does implementing municipal sugar-sweetened beverage taxes in medium-sized U.S. cities reduce pediatric emergency department visits for dental caries over a 3-year period?' Provide the standard FINER pass/fail determinations, overall score, and suggestions. | pass→pass | 15,620 | 7,187 | -54% | 1 | 1 | 0% | 2,576 | 1,550 | -40% | 0 | 0 | — |
▸case-22 Critique this biomedical engineering question: 'Can 3D-bioprinted vascularized collagen scaffolds seeded with autologous endothelial cells support viable tissue integration in porcine myocardial infarction models over 30 days?' Provide a complete FINER breakdown. | fail→pass | 15,419 | 6,804 | -56% | 1 | 1 | 0% | 2,580 | 1,422 | -45% | 0 | 0 | — |
▸case-23 Evaluate this research question: 'Does integrating transformer-based NLP models into electronic health record workflows reduce clinician documentation time without increasing diagnostic error rates in emergency departments?' Provide the FINER assessment format. | fail→pass | 15,184 | 34,751 | +129% | 1 | 1 | 0% | 2,338 | 1,190 | -49% | 0 | 0 | — |