Datasets:
Download configs/analysis_plan.json from FaFa1116/PI-Research-Bench: direct link, hf CLI and curl.
- Browser
- Download file 4.85 kB
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https://huggingface.co/datasets/FaFa1116/PI-Research-Bench/resolve/main/configs/analysis_plan.json
- Command line
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hf download hf://datasets/FaFa1116/PI-Research-Bench/configs/analysis_plan.json
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curl -L -o analysis_plan.json https://huggingface.co/datasets/FaFa1116/PI-Research-Bench/resolve/main/configs/analysis_plan.json
4.85 kB
| { | |
| "utc": "2026-10-21T01:19:09.758641+00:00", | |
| "timing": "specified during inference, before full cross-arm analysis or scientific content scoring", | |
| "primary_arms": [ | |
| "qwen_base", | |
| "qwen_final", | |
| "gemma_base", | |
| "gemma_final" | |
| ], | |
| "contrasts": [ | |
| { | |
| "name": "qwen_finetuning", | |
| "left": "qwen_base", | |
| "right": "qwen_final" | |
| }, | |
| { | |
| "name": "gemma_finetuning", | |
| "left": "gemma_base", | |
| "right": "gemma_final" | |
| }, | |
| { | |
| "name": "base_cross_model", | |
| "left": "qwen_base", | |
| "right": "gemma_base" | |
| }, | |
| { | |
| "name": "final_cross_model", | |
| "left": "qwen_final", | |
| "right": "gemma_final" | |
| } | |
| ], | |
| "secondary_generation_contrasts": [ | |
| { | |
| "name": "qwen_domain_adaptation", | |
| "left": "qwen_base", | |
| "right": "qwen_domain" | |
| }, | |
| { | |
| "name": "gemma_domain_adaptation", | |
| "left": "gemma_base", | |
| "right": "gemma_domain" | |
| }, | |
| { | |
| "name": "qwen_semantic_stage", | |
| "left": "qwen_domain", | |
| "right": "qwen_final" | |
| }, | |
| { | |
| "name": "gemma_semantic_stage", | |
| "left": "gemma_domain", | |
| "right": "gemma_final" | |
| } | |
| ], | |
| "difference": "right minus left", | |
| "generation_metrics": { | |
| "json": [ | |
| "json_valid", | |
| "reference_top_level_keys_present", | |
| "exact_json_reference_match" | |
| ], | |
| "tool": [ | |
| "tool_schema_valid", | |
| "tool_names_match_reference", | |
| "tool_arguments_match_reference" | |
| ], | |
| "text": [ | |
| "nonempty" | |
| ] | |
| }, | |
| "source_metrics": { | |
| "source_card": [ | |
| "json_valid", | |
| "identifiers_match", | |
| "schema_fields_present", | |
| "all_nonempty_spans_supported", | |
| "numeric_literals_exact", | |
| "mechanical_grounding_pass" | |
| ], | |
| "quote_locator": [ | |
| "json_valid", | |
| "identifiers_match", | |
| "quote_match", | |
| "interval_matches_source", | |
| "exact_reference_position", | |
| "mechanical_grounding_pass" | |
| ] | |
| }, | |
| "workflow_primary_endpoints": { | |
| "delivery_complete": "原生终态同时具有非占位实验计划与待审报告,并覆盖材料/工艺/性能能力/安全/综合评价/实验规划角色;人工批准不自动执行。", | |
| "scientifically_usable_delivery": "delivery_complete且有两个实质不同方向、原文经典对照、可检验假设、对应目标的实验测量与样品身份绑定;未识别实质事实/数值/条件/引用错误,且没有阻止执行的未解决身份或方法缺口。正确声明输入不足、未计算、未实验可接受。", | |
| "scientific_content_score": "来源蕴含、身份数值条件、假设与对照、测量设计、执行与能力边界5维,各0/1/2;0为错误或完全缺失,1为部分或未解决,2为明确满足。对最终可交付内容评分,未交付记0并保留原稿诊断。" | |
| }, | |
| "workflow_review": { | |
| "assessor": "本助手的自动/人工阅读式审查,非领域专家", | |
| "blinding": "打乱案例和臂顺序并生成无模型/协调标签的原答与最终状态文本;运行轨迹仅在内容评分锁定后核验。执行者已知研究设计,不能声称完全双盲。", | |
| "expert_review_completed": false, | |
| "expert_decision": null, | |
| "rule": "每项实质问题给出输入来源和模型原文定位;格式失败不自动等同科学判断全错;未审项null。" | |
| }, | |
| "bootstrap": { | |
| "replicates": 10000, | |
| "seed": 20261018, | |
| "confidence": 0.95, | |
| "method": "paired cluster percentile; resample original case-group connected components for generation, DOI for source/workflow; numerator/denominator aggregated within each resample", | |
| "single_cluster": "report paired point difference without confidence interval" | |
| }, | |
| "workflow_binary_tests": "two-sided exact McNemar on12 DOI pairs; Holm correction across four primary contrasts times two binary endpoints", | |
| "generation_source_tests": "paired cluster confidence intervals and effect sizes; no independent assistant-turn binomial test", | |
| "workflow_science_score": "five dimensions each0/1/2, sum0..10; missing final delivery scored0 per inherited rubric; partial raw-content diagnostics reviewed separately", | |
| "incomplete_policy": "missing/unexecuted remains null, no complete comparison until expected paired cohort and integrity records are present", | |
| "content_review": "blinded output IDs, original task and sources, final result and unmodified generated content except terminal EOS; metadata labels hidden; assessor knows study design, not fully double blind; lock scores before unblinding", | |
| "expert_review_completed": false, | |
| "timing_cost_policy": "record native token counts and elapsed costs; historical reused time includes decoding/scoring while fresh generation time ends before decoding/scoring. Show origin and timing scope; no high-precision speed superiority claim across these scopes." | |
| } | |