{
 "model": "qwen/qwen3.8-27b",
 "provider": "Groq API (free tier)",
 "task": "eval-report",
 "prompt": "Create a template for the summary and recommendations section of a school speech-language evaluation report. Include placeholder blanks for standardized test names, standard scores, percentile ranks, and confidence intervals, a sentence explaining that standard scores have a mean of 100 and standard deviation of 15, a short guide to interpreting scores (e.g., which ranges are average or below average), an eligibility statement with blanks, and recommendations. Use only placeholders like [Student] and [Test Name], no real names or invented scores.",
 "system": "You are helping a school-based speech-language pathologist (SLP). Produce ready-to-use material.",
 "temperature": 0.3,
 "max_tokens": 1500,
 "ran_at": "2026-10-16T08:04:32-0700",
 "output": "**Summary of Findings**\n\n[Student] participated in a comprehensive speech-language evaluation to determine eligibility for special education services under the category of [Category, e.g., Speech or Language Impairment]. The assessment included standardized testing, informal measures, classroom observation, and review of prior records.\n\n**Standardized Test Results**\n\nThe following standardized tests were administered to [Student]:\n\n| Test Name | Subtest/Domain | Standard Score (SS) | Percentile Rank (PR) | Confidence Interval (95% CI) |\n| :--- | :--- | :--- | :--- | :--- |\n| [Test Name 1] | [Subtest Name] | [SS] | [PR] | [Low] \u2013 [High] |\n| [Test Name 1] | [Subtest Name] | [SS] | [PR] | [Low] \u2013 [High] |\n| [Test Name 2] | [Subtest Name] | [SS] | [PR] | [Low] \u2013 [High] |\n| [Test Name 2] | [Subtest Name] | [SS] | [PR] | [Low] \u2013 [High] |\n\n*Note: Standard scores (SS) are reported with a mean of 100 and a standard deviation of 15. Percentile ranks (PR) indicate the percentage of the normative sample that scored at or below [Student]\u2019s score. Confidence intervals (CI) represent the range within which the true score is likely to fall with 95% confidence.*\n\n**Interpretation of Scores**\n\n*   **Average Range:** Standard scores of 85\u2013115 (approximately 5th\u201395th percentile) are considered within the average range.\n*   **Below Average Range:** Standard scores below 85 (below the 5th percentile) indicate performance significantly below the average level for age/grade peers.\n*   **Above Average Range:** Standard scores above 115 (above the 95th percentile) indicate performance significantly above the average level for age/grade peers.\n\n[Student]\u2019s performance on [Test Name 1] yielded a standard score of [SS], which places [him/her/them] in the [PR] percentile. This score falls within the [Average/Below Average/Above Average] range. Similarly, [Student]\u2019s performance on [Test Name 2] yielded a standard score of [SS], placing [him/her/them] in the [PR] percentile, which is [Average/Below Average/Above Average].\n\nWhen interpreting these scores, it is important to consider the confidence intervals. For [Test Name 1], the 95% confidence interval ranges from [Low] to [High]. This suggests that [Student]\u2019s true ability in this area may vary within this range. [Add brief narrative here connecting test results to observed classroom behaviors, e.g., \"These results are consistent with observed difficulties in...\"]\n\n**Eligibility Determination**\n\nBased on the evaluation results, [Student] [does/does not] meet the eligibility criteria for special education services under the category of [Category, e.g., Speech or Language Impairment] as defined by [State/District] regulations.\n\n[If eligible:] [Student] demonstrates a significant discrepancy between expected and actual performance in [specific area, e.g., expressive language], which adversely affects [his/her/their] educational performance. The evaluation findings support the need for specialized instruction to address these deficits.\n\n[If not eligible:] [Student]\u2019s performance is within the average range for [specific area], and the observed difficulties are not indicative of a speech or language impairment. [Optional: Recommend general education supports or monitoring.]\n\n**Recommendations**\n\nBased on the evaluation findings, the following recommendations are made:\n\n1.  **Special Education Services:** [Student] is recommended to receive [frequency, e.g., 30 minutes] of individual/small group speech-language therapy [frequency, e.g., 3 times per week] to address [specific goals, e.g., narrative skills, articulation, pragmatic language].\n2.  **Classroom Accommodations:** The following accommodations are recommended to support [Student]\u2019s learning in the general education setting:\n    *   [Accommodation 1, e.g., Preferential seating near the teacher to reduce auditory distractions.]\n    *   [Accommodation 2, e.g., Providing written instructions alongside verbal directions.]\n    *   [Accommodation 3, e.g., Allowing extra time to process and respond to questions.]\n3.  **Parent/Caregiver Involvement:** Parents/caregivers are encouraged to [specific action, e.g., practice target skills at home using provided materials].\n4.  **Progress Monitoring:** [Student]\u2019s progress will be monitored [frequency, e.g., monthly] using [specific measure, e.g., informal language probes, articulation checks] to determine the effectiveness of the intervention plan.\n5.  **Re-evaluation:** A re-evaluation is recommended in [timeframe, e.g., 12 months] or sooner if significant changes in performance are observed.\n\n**Prepared by:**\n\n[SLP Name], [Credentials]\n[Title]\n[School Name]\n[Date]",
 "finish_reason": "stop",
 "usage": {
  "queue_time": 0.32875026,
  "prompt_tokens": 140,
  "prompt_time": 0.010136343,
  "completion_tokens": 1124,
  "completion_time": 2.233814142,
  "total_tokens": 1264,
  "total_time": 2.243950485
 },
 "retry_note": "ran with a 1,500-token budget: Groq's free tier now rejects Qwen3.8 27B requests whose expected output exceeds its 1,000 output-tokens-per-minute limit"
}