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Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Models with one and four augmentation techniques showed a decrease in performance.

Taxon
Tea Leaft0
Outcome
performancee0
Direction
decreasee0
Comparator
one and four augmentation techniquese0

Verbatim

t0

“Tea Leaf Disease Classification”

✓ located verbatim in the source · title, characters 83–114
e0

“models with one and four augmentation techniques experience a decrease in performance”

✓ located verbatim in the source · abstract, characters 889–974

Title

Comparative Analysis of Data Augmentation Techniques on MobileNetV2 Performance in Tea Leaf Disease Classification

Fitri Mintarsih; Dewi Khairani; M. Farhan 2024 12th International Conference on Cyber and IT Service Management (CITSM) 2024. doi:10.1109/citsm64103.2024.10775557

Other claims from this paper (5)
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The Streif Index and postharvest indicators suggested a harvest date matching a characteristic decrease in biospeckle activity.

Outcome
harvest datee0
Direction
decreasee0
Comparator
Streif Index and postharvest quality indicatorse0

Verbatim

e0

“The harvest date suggested by the Streif Index and postharvest quality indicators matched with characteristic decrease in BA”

✓ located verbatim in the source · abstract, characters 1071–1195
t0

“Apples”

✓ located verbatim in the source · title, characters 48–54

Title

Determination of the Optimum Harvest Window for Apples Using the Non-Destructive Biospeckle Method

Anna Skic; Monika Szymańska-Chargot; Beata Kruk; et al. Sensors 2016. doi:10.3390/s16050661

Other claims from this paper (7)
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Model parameters fell from 9,413,574 to 2,297,334, a 75.6% decrease.

Outcome
number of model parameterse0
Direction
reducede0
Value
2,297,334e0
Qualifier
a decrease of 75.6%e0
Comparator
YOLOv11se0

Not reportedTaxon

Verbatim

e0

“number of model parameters has been substantially reduced from 9,413,574 in YOLOv11s to 2,297,334 (a decrease of 75.6%)”

✓ located verbatim in the source · abstract, characters 1931–2050

Title

YOLO-MECD: Citrus Detection Algorithm Based on YOLOv11

Yue Liao; Lerong Li; Huiqiang Xiao; et al. Agronomy 2025. doi:10.3390/agronomy15030687

Other claims from this paper (15)
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Photodiode LEDIF tracked the drought-associated decrease in photochemical quenching (R2 = 0.69).

Taxon
Polygala myrtifoliaPolygala myrtifoliat0
Outcome
photochemical quenchinge0
Direction
decreasee0
Value
R2 = 0.69e0

Verbatim

e0

“LEDIFphotodiode closely tracked drought responses associated with a decrease in photochemical quenching (R2 = 0.69)”

✓ located verbatim in the source · abstract, characters 1701–1816
t0

“Polygala myrtifolia”

✓ located verbatim in the source · abstract, characters 985–1004

Title

Tracking canopy chlorophyll fluorescence with a low-cost light emitting diode platform

Logan E G Brissette; Christopher Y S Wong; Devin P McHugh; et al. AoB Plants 2023. doi:10.1093/aobpla/plad069

Other claims from this paper (3)
Method / resourceauthor interpretationoriginal resultpositiveprojected

Claim · model-written summary

The authors project direct operating costs will decrease up to 40% with AMS-7.

Taxon
FRUIT TREESt0
Outcome
direct operating costse0
Direction
decreasee0
Value
40 %e0

Verbatim

e0

“a decrease in direct operating costs up to 40 %”

✓ located verbatim in the source · abstract, characters 1983–2030
t0

“FRUIT TREES”

✓ located verbatim in the source · title, characters 34–45

Title

MECHANIZATION OF CROWN PRUNING OF FRUIT TREES

G. I. Kadykalo POMICULTURE & SMALL FRUITS CULTURE IN RUSSIA 2020. doi:10.31676/2073-4948-2020-63-260-267

Other claims from this paper (7)
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Photodiode LEDIF tracked the drought-associated decrease in Fv/Fm (R2 = 0.59).

Taxon
Polygala myrtifoliaPolygala myrtifoliat0
Outcome
Fv/Fme0
Direction
decreasee0
Value
R2 = 0.59e0

Verbatim

e0

“LEDIFphotodiode closely tracked drought responses associated with a decrease in photochemical quenching (R2 = 0.69), Fv/Fm (R2 = 0.59)”

✓ located verbatim in the source · abstract, characters 1701–1835
t0

“Polygala myrtifolia”

✓ located verbatim in the source · abstract, characters 985–1004

Title

Tracking canopy chlorophyll fluorescence with a low-cost light emitting diode platform

Logan E G Brissette; Christopher Y S Wong; Devin P McHugh; et al. AoB Plants 2023. doi:10.1093/aobpla/plad069

Other claims from this paper (3)
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Leaf-level analysis showed a decrease in accuracy of 4 to 11% across the four seasons relative to canopy-level results.

Outcome
accuracye0
Direction
decreasee0
Value
4 – 11%e0

Verbatim

e0

“The results of the leaf-level analysis showed a decrease in accuracy of between 4 – 11% for the four seasons”

✓ located verbatim in the source · abstract, characters 1458–1566

Title

IDENTIFYING THE BEST SEASON FOR MAPPING EVERGREEN SWAMP AND MANGROVE SPECIES USING LEAF-LEVEL SPECTRA IN AN ESTUARINE SYSTEM IN KWAZULU-NATAL, SOUTH AFRICA

Heidi van Deventer; Moses Azong Cho; Onisimo Mutanga; et al. 2014

Other claims from this paper (4)
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

RGB imaging detected an EC threshold of about 4 dS m-1 associated with a roughly 60% decrease in physiological traits.

Taxon
grapevineVitist0
Outcome
EC thresholde0
Direction
decreasee0
Value
approx. 4 dS m-1e0
Qualifier
~60 %e0
Comparator
pre-stress levele0

Verbatim

e0

“imaging could detect the EC threshold of approx. 4 dS m-1 causing a ~60 % decrease in these physiological traits compared to the pre-stress level”

✓ located verbatim in the source · abstract, characters 1147–1292
t0

“grapevine”

✓ located verbatim in the source · title, characters 38–47

Title

Image-based sensing of salt stress in grapevine

Giuseppe Montanaro; Nunzio Briglia; Angelo Petrozza; et al. OENO One 2024. doi:10.20870/oeno-one.2024.58.1.7757

Other claims from this paper (4)
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The improved model achieved a 28.0% decrease in computational volume relative to YOLOv8n.

Outcome
computational volumee0
Direction
decreasee0
Value
28.0%e0
Comparator
YOLOv8n modele0

Verbatim

e0

“Experimental results indicate that the improved model surpasses the YOLOv8n model, achieving a 2.7% increase in average accuracy, a 24.3% reduction in parameters, a 28.0% decrease in computational volume, and an 8.5% improvement in inference speed.”

✓ located verbatim in the source · abstract, characters 1098–1346
t0

“Apples”

✓ located verbatim in the source · title, characters 50–56

Title

Lightweight Non-Destructive Detection of Diseased Apples Based on Structural Re-Parameterization Technique

Bo Han; Ziao Lu; Luan Dong; et al. Applied Sciences 2024. doi:10.3390/app14051907

Other claims from this paper (3)
Method / resourceauthor interpretationoriginal resultpositiveprojected

Claim · model-written summary

The authors project labor costs will decrease up to 45% with AMS-7.

Taxon
FRUIT TREESt0
Outcome
labor costse0
Direction
decreasee1
Value
45 %e0

Verbatim

e0

“labor costs up to 45 %”

✓ located verbatim in the source · abstract, characters 2035–2057
e1

“a decrease in direct operating costs up to 40 % and labor costs up to 45 %”

✓ located verbatim in the source · abstract, characters 1983–2057
t0

“FRUIT TREES”

✓ located verbatim in the source · title, characters 34–45

Title

MECHANIZATION OF CROWN PRUNING OF FRUIT TREES

G. I. Kadykalo POMICULTURE & SMALL FRUITS CULTURE IN RUSSIA 2020. doi:10.31676/2073-4948-2020-63-260-267

Other claims from this paper (7)

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