▸case-08 Our FINER-validated RQ is: 'How do primary care physicians experience moral injury when navigating prior authorization delays for oncological therapies?' We are tempted to just count complaints. Please establish formal success criteria. | pass→pass | 22,375 | 17,747 | -21% | 1 | 1 | 0% | 2,636 | 2,318 | -12% | 0 | 0 | — |
▸case-07 Here is a rough research idea we haven't evaluated for FINER fit yet: 'Why do people like social media?' Please build the success criteria and thresholds template for this question. | fail→fail | 20,844 | 14,201 | -32% | 1 | 1 | 0% | 2,640 | 1,832 | -31% | 0 | 0 | — |
▸case-01 I have a research question that recently passed the FINER check: 'Does adopting a 4-day workweek increase overall software output among mid-sized tech teams over six months?' I need to establish formal success criteria for this study. Please provide a breakdown listing the full success standards with targets, what qualifies as partial success, failure scenarios, the measurement approach, and estimated timeline. | fail→pass | 24,130 | 16,143 | -33% | 1 | 1 | 0% | 3,209 | 1,722 | -46% | 0 | 0 | — |
▸case-02 Here is a validated FINER research question: 'What is the relative impact of low-dose atropine (0.01%) versus placebo on slowing axial elongation in myopic children aged 6 to 12?' Can you define the evaluation framework for this query? I need an output specifying the original question, full success thresholds, partial achievement states, clear failure conditions, how to measure results, and the implementation timeline. | fail→pass | 23,700 | 13,612 | -43% | 1 | 1 | 0% | 3,295 | 1,956 | -41% | 0 | 0 | — |
▸case-03 Our team verified that our research question ('Does implementing a mandatory post-market surveillance protocol for AI diagnostic tools reduce clinical misdiagnoses in emergency radiology?') satisfies all FINER criteria. We now need to establish clear resolution benchmarks. Please outline what constitutes complete success, partial resolution, and failure or inconclusive outcomes, alongside measurement techniques and expected timeframe. | fail→pass | 22,365 | 15,718 | -30% | 1 | 1 | 0% | 2,881 | 2,005 | -30% | 0 | 0 | — |
▸case-04 I am drafting a new study on dietary sodium intake and hypertension: 'Does reducing daily sodium intake below 1,500mg reduce systolic blood pressure in adults over 60?' I haven't evaluated this against FINER criteria yet. Can you perform a FINER check to determine if this question is Feasible, Interesting, Novel, Ethical, and Relevant? | pass→fail | 21,394 | 18,670 | -13% | 1 | 1 | 0% | 2,794 | 2,487 | -11% | 0 | 0 | — |
▸case-05 For a clinical trial comparing a novel anti-inflammatory drug against standard care, we need to determine the sample size required to achieve 80% statistical power at alpha = 0.05 assuming a mean difference of 5 mmHg. What formula and parameter values should be used? | pass→fail | 17,428 | 16,957 | -3% | 1 | 1 | 0% | 2,351 | 2,459 | +5% | 0 | 0 | — |
▸case-06 We want to structure our investigation on telemedicine interventions for diabetes management. Can you break down our topic into Population, Intervention, Comparator, and Outcome components? | fail→fail | 18,194 | 20,225 | +11% | 1 | 1 | 0% | 2,115 | 2,924 | +38% | 0 | 0 | — |
▸case-09 We have a FINER-checked question: 'To what extent does Gamified Math Practice App X improve 4th-grade math scores and student self-efficacy over one academic term?' Base models often omit partial success metrics. Provide the complete success criteria framework. | pass→fail | 19,734 | 15,409 | -22% | 1 | 1 | 0% | 3,305 | 2,109 | -36% | 0 | 0 | — |
▸case-10 Our FINER-passed RQ: 'Does biochar soil amendment increase soybean yield under moderate drought conditions by at least 15% across two growing seasons?' Give us the exact structured template with thresholds. | fail→pass | 20,871 | 13,426 | -36% | 1 | 1 | 0% | 2,880 | 1,800 | -38% | 0 | 0 | — |
▸case-11 FINER verified question: 'Does expanding urban tree canopy by 20% lower peak summer surface temperatures in low-income neighborhoods by at least 2 degrees Celsius over 5 years?' Structure the success criteria specification. | pass→pass | 15,929 | 15,076 | -5% | 1 | 1 | 0% | 2,894 | 2,026 | -30% | 0 | 0 | — |
▸case-12 Validated RQ (FINER passed): 'Does implementing microsegmentation in cloud infrastructure increase network packet latency by more than 5 milliseconds during peak traffic?' Map out the success criteria. | pass→pass | 19,336 | 14,407 | -25% | 1 | 1 | 0% | 2,413 | 1,716 | -29% | 0 | 0 | — |
▸case-13 FINER-checked RQ: 'Can a bio-based nanofiber filter remove over 90% of microplastics from municipal wastewater effluent at a flow rate of 100 L/min?' Provide the success criteria framework. | fail→fail | 16,110 | 14,280 | -11% | 1 | 1 | 0% | 2,634 | 1,977 | -25% | 0 | 0 | — |
▸case-14 FINER-checked question: 'Does an AI-assisted CBT chatbot reduce PHQ-9 depression scores by 5 points or more in mild-to-moderate depression patients over 8 weeks?' Define the evaluation framework. | fail→pass | 23,156 | 9,032 | -61% | 1 | 1 | 0% | 3,234 | 1,912 | -41% | 0 | 0 | — |
▸case-15 Validated FINER RQ: 'Does solid-state battery storage maintain over 80% capacity retention after 2,000 charge cycles in utility-scale solar farms?' Generate the criteria framework. | fail→fail | 19,328 | 15,841 | -18% | 1 | 1 | 0% | 3,180 | 2,125 | -33% | 0 | 0 | — |
▸case-16 FINER-validated RQ: 'Does deploying permissioned blockchain tracking reduce pharmaceutical supply chain counterfeit detection time from 14 days to under 24 hours?' Establish the criteria block. | fail→fail | 14,170 | 6,929 | -51% | 1 | 1 | 0% | 2,175 | 1,518 | -30% | 0 | 0 | — |
▸case-17 FINER-checked RQ: 'Does adding solid-state LiDAR to camera-only perception systems reduce pedestrian detection failure rates in heavy fog by at least 50%?' Outline the formal criteria. | fail→fail | 40,208 | 7,139 | -82% | 1 | 1 | 0% | 2,525 | 1,557 | -38% | 0 | 0 | — |
▸case-18 FINER-verified question: 'Can circulating tumor DNA assay detect stage I non-small cell lung cancer recurrence 3 months earlier than standard CT imaging?' Produce the resolution criteria. | fail→pass | 12,097 | 15,178 | +25% | 1 | 1 | 0% | 2,048 | 2,024 | -1% | 0 | 0 | — |
▸case-19 Validated FINER RQ: 'Does graph neural network monitoring reduce false positive fraud alerts in peer-to-peer payments by 30% without decreasing true positive detection?' Format the criteria. | pass→fail | 15,880 | 7,347 | -54% | 1 | 1 | 0% | 1,910 | 1,587 | -17% | 0 | 0 | — |
▸case-20 FINER-passed RQ: 'Does a nanoporous graphene membrane decrease energy consumption per cubic meter of desalinated seawater by 25% compared to reverse osmosis?' Detail the criteria template. | pass→pass | 19,506 | 15,592 | -20% | 1 | 1 | 0% | 2,556 | 2,129 | -17% | 0 | 0 | — |
▸case-21 FINER-validated research question: 'Does introducing height-adjustable standing desks reduce self-reported lower back pain scores by 2 points on a 10-point VAS scale among desk workers after 12 weeks?' Output the criteria framework. | pass→pass | 14,449 | 7,326 | -49% | 1 | 1 | 0% | 1,603 | 1,637 | +2% | 0 | 0 | — |
▸case-22 FINER-checked RQ: 'Can machine learning transit filtering detect Earth-sized exoplanets in Kepler archived light curves with a signal-to-noise ratio below 3.0?' Define success criteria. | fail→pass | 17,477 | 14,568 | -17% | 1 | 1 | 0% | 2,071 | 1,908 | -8% | 0 | 0 | — |