Search claims · PlantClaims

Observationauthor interpretationoriginal resultmeasured

Claim · model-written summary

The method reduced input costs through mechanization.

Taxon: Syraht0
Outcome: input costse0
Direction: reducese0

Verbatim

e0
“reduces input costs through mechanization”
✓ located verbatim in the source · abstract, characters 1473–1514

t0
“Syrah”
✓ located verbatim in the source · title, characters 26–31

Title

Achieving Vine Balance of Syrah with Mechanical Canopy Management and Regulated Deficit Irrigation

Dave B. Terry; S. Kaan Kurtural American Journal of Enology and Viticulture 2011. doi:10.5344/ajev.2011.11022

Other claims from this paper (10)

Intervention effect CLM shoot thinning removed 25% of shoots.
Observation CLM exposed 70,600 shoots per hectare.
Observation CLM left 4.6 cm between count shoots.
Observation CLM produced four leaf layers.
Observation CLM produced 12.6 m2 leaf area.
Intervention effect CLM plus RDIE decreased berry weight at harvest by 12% versus HP.
Intervention effect CLM plus RDIE did not decrease yield versus HP.
Observation CLM plus RDIE achieved vine balance with 9.9 kg yield per kg pruning weight.
Observation CLM plus RDIE achieved a leaf area to fruit ratio of 0.75 m2 per kg.
Observation The method enhanced berry composition.

Observationauthor interpretationreview summarypositivebasis n/a

Claim · model-written summary

The reviewed applications report reduced input costs.

Taxon: Bananat0
Outcome: input costse0
Direction: reducede0

Verbatim

t0
“Banana Cultivation”
✓ located verbatim in the source · title, characters 20–38

e0
“reduced input costs”
✓ located verbatim in the source · abstract, characters 1222–1241

Title

Smart Irrigation in Banana Cultivation: A Comprehensive Review of IoT, Machine Learning and Deep Learning Applications

M. R. Ashitha; P. R. Manju; S. Simi; et al. Journal of Scientific Research and Reports 2026. doi:10.9734/jsrr/2026/v32i24008

Other claims from this paper (5)

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Zero tillage lowered input costs.

Taxon: wheatTriticum aestivumt0
Treatment: Zero tillagee0
Outcome: input costse0
Direction: lowerede0

Not reportedComparator

Verbatim

e0
“Zero tillage lowered input costs”
✓ located verbatim in the source · abstract, characters 1236–1268

t0
“wheat”
✓ located verbatim in the source · title, characters 35–40

Title

Tillage and seeding strategies for wheat optimizing production in harvested rice fields with high soil moisture

Jinfeng Ding; Fujian Li; Tao Le; et al. Scientific Reports 2021. doi:10.1038/s41598-020-80256-7

Other claims from this paper (10)

Intervention effect Zero tillage reduced wheat sowing depth relative to rotary tillage.
Intervention effect Zero tillage facilitated early wheat growth and nitrogen uptake relative to rotary tillage.
Intervention effect Zero tillage produced higher grain yield, nitrogen uptake efficiency and net return than rotary tillage.
Intervention effect In high wet soil, SM1-1 yielded higher grain yield, NUpE and net returns than other seeders.
Observation In low wet soil, SM3 and SM4 were more suitable than SM1-2 and SM2.
Intervention effect The best-performing seeders improved spike numbers and nitrogen uptake, especially after anthesis.
Observation Small seeders did not reduce costs because low work efficiency raised labor costs.
Association Increasing yield was the main determinant of improved net returns.
Recommendation The authors recommend zero tillage for wheat in harvested rice fields with high soil moisture.
Recommendation The authors recommend matching the seeding method to soil moisture.

Intervention effectauthor interpretationreview summarypositivebasis n/a

Claim · model-written summary

No-tillage can reduce input costs without sacrificing soybean yield.

Taxon: soybeanGlycine maxe0
Treatment: no-tillagee0
Outcome: input costse0
Direction: reducee0

Not reportedComparator

Verbatim

e0
“no-tillage can reduce input costs without sacrificing soybean yield”
✓ located verbatim in the source · abstract, characters 248–315

Title

Influence of Tillage on Soybean Production in Iowa

David L. Wright; Mahdi Al‐Kaisi; Andrew W. Lenssen Iowa State University Digital Repository (Iowa State University) 2013

Other claims from this paper (2)

Intervention effect Tillage has little effect on soybean yields in Iowa.
Intervention effect No-tillage can maintain soybean yield.

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Bt brinjal farmers had lower input costs.

Taxon: EggplantSolanum melongenat0
Treatment: Btt0
Outcome: input costse0
Direction: lowere0

Not reportedComparator

Verbatim

e0
“while incurring lower input costs”
✓ located verbatim in the source · abstract, characters 702–735

t0
“Bt Eggplant”
✓ located verbatim in the source · title, characters 71–82

Title

The Impacts of GM Foods: Results from a Randomized Controlled Trial of Bt Eggplant in Bangladesh

Akhter U. Ahmed; John Hoddinott; Naveen Abedin; et al. American Journal of Agricultural Economics 2020. doi:10.1111/ajae.12162

Other claims from this paper (13)

Intervention effect Bt brinjal increased yield by 3,564 kg/ha, or 51% against control.
Intervention effect Bt brinjal reduced pesticide costs by 7,175 Taka per hectare, or 37.5%.
Intervention effect Bt farmers harvested more eggplant.
Intervention effect Bt farmers discarded fewer damaged fruits.
Intervention effect Bt brinjal farmers sold more eggplant.
Intervention effect Bt brinjal farmers received a higher output price.
Intervention effect Bt brinjal increased net revenues by 128%.
Intervention effect Bt farmers used smaller pesticide quantities.
Intervention effect Bt farmers sprayed pesticides less frequently.
Intervention effect Bt brinjal reduced pesticide toxicity by as much as 76%.
Intervention effect Bt brinjal farmers with chronic conditions were 11.5 percentage points less likely to report a poisoning symptom.
Intervention effect Bt brinjal farmers with chronic conditions were less likely to incur medical expenses for poisoning symptoms.
Association No heterogeneous effects were detected by farmer age, schooling, or cultivated land.

Intervention effectauthor interpretationreview summarypositivebasis n/a

Claim · model-written summary

Integrated nutrient management optimized input costs.

Taxon: Indian MustardBrassica junceat0
Treatment: INMe0
Outcome: input costse0
Direction: optimizinge0

Not reportedComparator

Verbatim

e0
“INM proves beneficial by optimizing input costs, increasing yields, and enhancing farmer profitability”
✓ located verbatim in the source · abstract, characters 1092–1194

t0
“Indian Mustard”
✓ located verbatim in the source · title, characters 10–24

Title

Enhancing Indian Mustard Production through Integrated Nutrient Management

Abhishek Raj Ranjan; Saurabh Raj Pandey; Narendra Singh Journal of Diversity Studies 2023. doi:10.51470/jod.2023.2.2.06

Other claims from this paper (4)

Intervention effect Integrated organic, inorganic and biofertilizer nutrient management promoted mustard growth and development.
Intervention effect Integrated nutrient management enhanced soil fertility, microbial activity and soil structure in mustard cultivation.
Intervention effect Integrated nutrient management increased mustard yields.
Intervention effect Integrated nutrient management enhanced farmer profitability.

Observationobservedreview summarypositivemeasured

Claim · model-written summary

Precision farming methods in India have yielded lower input costs.

Taxon: crope0
Outcome: input costse0
Direction: lowere0
Setting: Indiae0

Verbatim

e0
“using these methods in India, such as higher crop yields, lower input costs”
✓ located verbatim in the source · abstract, characters 768–843

Title

Adoption of Precision Farming Techniques in Indian Agriculture

Tenzin Norbu Phyton 2025. doi:10.64526/phyton-annales.v65is1.77

Other claims from this paper (4)

Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

The unnecessary seed input raised seed costs.

Taxon: groundnutArachis hypogaeat0
Treatment: unnecessary inpute0
Outcome: seed costse0
Direction: highere0
Qualifier: unnecessary inpute0

Verbatim

e0
“This unnecessary input led to higher seed costs”
✓ located verbatim in the source · abstract, characters 830–877

t0
“groundnut”
✓ located verbatim in the source · title, characters 73–82

Title

Adoption and economic assessment of sprinkler irrigation for sustainable groundnut cultivation in the Western dry region of India

Kumari Vandana; Yogi Vikram; R K Yogi; et al. Plant Science Today 2025. doi:10.14719/pst.7892

Other claims from this paper (11)

Intervention effect Sprinkler irrigation reduced water consumption by 37.11% versus canal irrigation.
Intervention effect Sprinkler irrigation increased groundnut yield by 7.98%.
Observation Sprinkler fields used 202.86 kg/ha seed, exceeding the recommended 110-125 kg/ha.
Observation Excessive seed rates were also observed under canal irrigation.
Association Variable costs were higher with sprinkler than canal irrigation.
Association Net income was significantly higher with sprinkler than canal irrigation.
Association Education significantly influenced sprinkler adoption; educated farmers were four times more likely to adopt.
Association Access to credit significantly influenced sprinkler adoption.
Association Farm size significantly influenced sprinkler adoption.
Observation High initial investment costs remained a barrier to sprinkler adoption.
Recommendation The authors recommend improved credit access and PMKSY subsidy awareness to promote sprinkler irrigation.

Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Reduced input costs offset lower yields.

Taxon: applesMalus domesticae0
Treatment: organice0
Outcome: input costse0
Direction: reducede0

Verbatim

e0
“The lower yields of organic apples were offset by reduced input costs”
✓ located verbatim in the source · abstract, characters 336–405

Title

Some Agroecological and Socio-economic Features of Organic Farming in California. A Preliminary Study

Miguel A. Altieri; James Davis; Kate Burroughs Biological Agriculture & Horticulture 1983. doi:10.1080/01448765.1983.9754384

Other claims from this paper (2)

Observation Some organic apple systems appeared economically viable.
Association Organic apples had lower yields.

Observationauthor interpretationreview summarypositivebasis n/a

Claim · model-written summary

Precision agriculture technologies have shown advantages in reducing cotton input costs.

Taxon: CottonGossypium hirsutumt0
Outcome: input costse0
Direction: reducinge0

Verbatim

e0
“these technologies have shown clear advantages in increasing productivity and reducing input costs”
✓ located verbatim in the source · abstract, characters 909–1007

t0
“Cotton”
✓ located verbatim in the source · title, characters 66–72

Title

Comprehensive Precision Agriculture Technology to Achieve Maximum Cotton Yield

Shanjun Zhu; Mengting Luo Cotton Genomics and Genetics 2025. doi:10.5376/cgg.2025.16.0006

Other claims from this paper (2)

“Input costs”

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