id string | domain string | difficulty string | prompt string | context string | observation string | identified_problem string | research_gap string | primary_hypothesis string | alternative_hypothesis string | experiment_design string | control_variables list | evaluation_metrics list | expected_result string | failure_cases list | scientific_conclusion string | created_at string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
rec-agriculture-001-06e6cd | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #1): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #1) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.086959 |
rec-agriculture-002-0af0ca | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #2): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #2) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-003-ce914c | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #3): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #3) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-004-3f03a1 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #4): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #4) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-005-b67ad4 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #5): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #5) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-006-d1f2d9 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #6): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #6) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-007-f1351b | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #7): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #7) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-008-775fe6 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #8): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #8) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-009-0d56c5 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #9): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #9) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-010-aa8a26 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #10): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #10) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-011-f4eb54 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #11): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #11) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-012-8d46e1 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #12): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #12) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-013-58f813 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #13): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #13) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-014-f9ba82 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #14): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #14) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-015-8614b3 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #15): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #15) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-016-dc331f | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #16): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #16) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-017-af1f15 | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #17): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #17) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-018-77ae79 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #18): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #18) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.088674 |
rec-agriculture-019-7531fb | Agriculture | hard | Evaluate scientific dataset anomaly in Agriculture (Sample #19): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #19) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.090374 |
rec-agriculture-020-5c13a6 | Agriculture | medium | Evaluate scientific dataset anomaly in Agriculture (Sample #20): Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. Formulate primary hypothesis and experimental validation design. | Soil moisture and crop yield telemetry collected across 500 agricultural test plots. | Unexpected 14% drop in crop yield despite optimal nitrogen fertilizer application. (Trial Iteration #20) | Micro-nutrient imbalance (Zinc deficiency) inhibiting nitrogen absorption. | Lack of real-time multi-spectral soil mineral interaction modeling. | Foliar application of chelated zinc will restore nitrogen uptake and increase yield by >= 10%. | Soil compaction is restricting root growth independently of mineral availability. | Split-plot randomized control trial applying 2.5 kg/ha chelated zinc vs baseline control. | [
"Nitrogen application rate",
"Irrigation volume",
"Solar radiation"
] | [
"yield_per_hectare",
"leaf_zinc_concentration",
"nitrogen_use_efficiency"
] | Leaf zinc concentration increases above 25 ppm, boosting crop yield by 12%. | [
"Heavy rainfall leaching foliar spray",
"Soil pH below 5.5 locking zinc availability"
] | Zinc supplementation resolves micronutrient bottleneck and maximizes nitrogen fertilizer efficiency. | 2026-07-29T18:05:31.090374 |
Dataset Genome — Agriculture Mechanism Outcomes Dataset
Project Overview & Scientific Motivation
Dataset Genome is an open-source scientific reasoning benchmark focused on Agriculture. The dataset evaluates AI systems on hypothesis generation, observation analysis, experimental design, and scientific reasoning using agriculture-related scenarios. It was generated using the Dataset Genome pipeline and adapted through Adaption Adaptive Data.
Dataset Schema & Statistics
- Dataset Version:
v1.0.0 - Total Samples:
20 - License: MIT
Domain Distribution
- Agriculture: 20 sample(s)
Known Limitations & Future Improvements
- Telemetry records represent controlled synthetic & empirical experiments.
- Future iterations will incorporate live physical laboratory sensor streams.
Citation
@article{dataset_genome_2026,
title={Dataset Genome: Autonomous Scientific Reasoning Benchmark for Agriculture},
author={Surabhi M. S.},
year={2026},
version={v1.0.0}
}
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