How to Distinguish a Rat Pup from a Mouse

How to Distinguish a Rat Pup from a Mouse
How to Distinguish a Rat Pup from a Mouse

Introduction to Rodent Identification

Why Accurate Identification Matters

Pest Control Considerations

Distinguishing a young rat from a mouse is crucial for selecting appropriate pest‑control measures. Rat pups typically exhibit larger bodies, longer tails, and a more robust skull shape, while mouse juveniles are smaller, have proportionally longer tails, and display finer facial features. Fur coloration can be similar, so measurements of head‑to‑body length and ear size provide reliable differentiation.

Accurate identification influences treatment choices:

  • Chemical options: rodenticides formulated for rats often contain higher anticoagulant concentrations; these may be ineffective or pose unnecessary risk when applied to mouse infestations.
  • Bait placement: rat pups shelter in deeper burrows and larger nesting sites; bait stations should be positioned at ground level or within concealed chambers. Mice prefer wall voids and ceiling spaces, requiring lower placement.
  • Trap selection: snap traps sized for rats must be avoided for mice to prevent excessive trauma; lightweight snap or electronic traps suit mouse populations.
  • Monitoring frequency: rat colonies expand more slowly; weekly inspections suffice. Mouse populations can surge rapidly, demanding bi‑daily checks.

Preventive actions depend on species behavior:

  • Seal openings larger than ¼ inch to block mouse entry; larger gaps up to ½ inch are critical for rats.
  • Remove food sources: store grain and pet food in airtight containers; rats can gnaw through softer packaging, while mice can exploit crumbs.
  • Manage vegetation: trim low‑lying shrubs that provide cover for rats; maintain clean interiors to reduce mouse hiding spots.

Implementing these considerations ensures that control efforts target the correct species, minimizing waste of resources and reducing non‑target exposure.

Health and Safety Implications

Accurate identification of juvenile rats and mice is essential for laboratory and field personnel because the two species carry different disease vectors and require distinct containment procedures.

Misidentification can expose workers to pathogens such as hantavirus, which is more commonly associated with wild mice, and leptospira, frequently found in rat populations. Both agents pose respiratory and renal risks, demanding precise species determination before any handling or sampling.

Safety protocols must reflect species‑specific hazards:

  • Use disposable gloves and eye protection when handling any small rodent.
  • Apply a respirator with HEPA filtration if aerosolized particles are likely, especially with mouse‑derived droplet exposure.
  • Disinfect work surfaces with a bleach solution (10 % sodium hypochlorite) after each animal contact.
  • Segregate cages and transport containers by species to prevent cross‑contamination.
  • Label waste bags with the identified species to guide appropriate disposal methods.

Training programs should include visual cues—such as ear size, tail length, and fur texture—that enable rapid, reliable discrimination. Documentation of species identification in laboratory records supports traceability and ensures compliance with biosafety regulations.

Implementing these measures reduces occupational illness, minimizes the spread of zoonotic agents, and maintains the integrity of experimental data.

Key Physical Characteristics

Size and Proportions

Head-to-Body Ratio

The head‑to‑body ratio provides a reliable metric for separating young rats from mice. In juveniles the skull occupies a larger proportion of total length than in adult rodents, and the proportion differs between species.

Typical measurements (snout‑to‑head tip divided by head‑to‑base of the tail) are:

  • Rat pup: 0.45 – 0.55
  • Mouse pup: 0.30 – 0.40

Values above 0.5 almost always indicate a rat, while ratios below 0.4 point to a mouse. Rat pups also display a broader, more rounded cranial profile, which contributes to the higher ratio.

To apply the ratio in the field:

  1. Capture the animal and place it on a flat surface.
  2. Measure the distance from the tip of the nose to the occipital ridge (head length).
  3. Measure from the occipital ridge to the base of the tail (body length).
  4. Divide head length by body length and compare to the ranges above.

Consistent use of this ratio reduces misidentification, especially when coat coloration and size overlap during early development.

Tail Length and Thickness

Tail length provides a reliable metric for separating rat pups from mouse offspring. Rat pups possess tails that are proportionally longer relative to body size; the tail usually measures 30–45 mm in a newborn rat, extending to roughly 50 % of total length by weaning. In contrast, mouse pups have tails ranging from 15–25 mm at birth, representing about 30 % of their overall length. These dimensions remain consistent across common laboratory strains, allowing direct comparison without reference to developmental stage.

Thickness distinguishes the two species further. Rat pup tails are visibly robust, with a diameter of 2.0–2.5 mm near the base, tapering gradually toward the tip. Mouse pup tails are slender, averaging 0.8–1.2 mm in diameter and maintaining a relatively uniform thinness along their length. The disparity in cross‑sectional size creates a palpable difference when gently grasped.

Key measurements for field identification:

  • Rat pup tail length: 30–45 mm (birth) → ~50 % of body length by weaning.
  • Mouse pup tail length: 15–25 mm (birth) → ~30 % of body length.
  • Rat pup tail thickness: 2.0–2.5 mm at base.
  • Mouse pup tail thickness: 0.8–1.2 mm throughout.

Applying these criteria enables rapid, accurate differentiation between rat and mouse juveniles without reliance on external characteristics.

Fur and Skin

Presence of Fur

Fur density provides a reliable indicator when identifying rat pups versus mice. Rat pups develop a relatively thick, coarse coat within the first few days after birth, while mouse pups retain a fine, sparse covering that remains delicate for a longer period.

  • Coat texture: rat pup fur feels rough to the touch; mouse pup fur feels soft and silky.
  • Hair length: individual hairs on rat pups exceed 2 mm after one week; mouse pup hairs rarely surpass 1 mm at the same age.
  • Color uniformity: rat pups exhibit a uniform brownish‑gray hue across the body; mouse pups often display a mottled pattern with lighter ventral areas.
  • Shedding pattern: rat pups begin shedding their lanugo coat around day 10, producing noticeable clumps; mouse pups retain lanugo until approximately day 14, resulting in minimal shedding.

The presence of a dense, coarse pelage, early hair elongation, and uniform coloration together point to a rat pup, whereas a light, fine, and unevenly colored coat signals a mouse pup.

Skin Texture and Color

Rat pups possess relatively smooth, glossy skin that feels slightly oily to the touch. The epidermis lacks the fine, velvety fuzz typical of mouse pups, which exhibit a soft, downy coat covering most of the body. When pressed gently, rat skin yields a subtle sheen, whereas mouse skin shows a matte finish due to the dense hair layer.

Color differences are also diagnostic. Rat pups are generally pinkish‑white with a uniform hue across the ventral and dorsal surfaces. Their ears and snout may appear slightly pinker, but no distinct markings are present. Mouse pups display a pale gray or beige coloration, often interspersed with faint brown speckles on the back and a lighter belly. The contrast between the dorsal and ventral shades is more pronounced in mice than in rats.

Key points:

  • Texture: smooth, glossy (rat) vs. soft, downy (mouse)
  • Hair coverage: minimal (rat) vs. dense fine hairs (mouse)
  • Color: uniform pinkish‑white (rat) vs. pale gray/beige with subtle dorsal markings (mouse)

Facial Features

Ear Size and Shape

Ear morphology provides a reliable indicator when separating rat pups from mouse pups. Rat pups possess relatively large, rounded ears that extend close to the head’s lateral margins. The ear cartilage is thick, giving the pinna a firm, blunt appearance. In contrast, mouse pups display small, triangular ears that sit slightly back from the skull’s side and appear delicate due to thinner cartilage.

Key comparative points:

  • Relative sizeRat pup ears can measure up to 4 mm in diameter at birth; mouse pup ears rarely exceed 2 mm.
  • ShapeRat ears are broadly oval; mouse ears are sharply pointed with a defined apex.
  • PositionRat ears lie flush against the head, almost covering the temporal region; mouse ears are set farther apart, leaving a visible gap between the ear base and the skull.
  • TextureRat ear tissue feels firm under gentle pressure; mouse ear tissue feels soft and pliable.

These characteristics remain consistent throughout early development, allowing quick visual assessment without specialized equipment.

Snout Appearance

The snout offers reliable morphological cues for separating rat pups from mouse pups. Rat pups display a relatively broad, blunt snout that tapers slowly toward the tip. Mouse pups possess a narrow, sharply pointed snout that elongates quickly.

Key visual differences:

  • Width: Rat pup snouts are noticeably wider at the base; mouse pup snouts are slender.
  • Length-to-width ratio: Rat pup snouts have a lower ratio, giving a stubby appearance; mouse pup snouts have a higher ratio, creating a more elongated profile.
  • Tip shape: The tip of a rat pup’s snout is rounded; the mouse pup’s tip is acutely pointed.
  • Fur distribution: Rat pup snouts often show denser, coarser fur covering the entire surface, while mouse pup snouts have finer, sparser fur, especially near the tip.

Observing these characteristics under adequate lighting allows accurate identification without reliance on other body parts.

Eye Development

Eye morphology provides reliable criteria for separating rat pups from mouse pups during early development. The ocular structures of each species follow distinct timelines and exhibit characteristic dimensions that persist through the neonatal period.

  • Onset of eyelid opening: Rat pups typically begin to open their eyelids between post‑natal day (PND) 12 and 14, whereas mouse pups start this process around PND 14‑15. The earlier emergence of visible eyes in rats offers a temporal marker.
  • Eye size: At comparable ages, the horizontal diameter of a rat pup’s eye measures approximately 2.5 mm, while a mouse pup’s eye averages 2.0 mm. The size difference remains measurable with a calibrated ocular micrometer.
  • Iris pigmentation: Rat pups display a uniform, pale pink iris that darkens gradually, reaching a brown or black hue by PND 20. Mouse pups present a speckled iris pattern with early melanin deposition, producing a mottled appearance as early as PND 16.
  • Retinal vascularization: In rats, retinal blood vessels become visible through the pupil by PND 13, forming a radial network. Mice exhibit delayed vascular visibility, typically appearing at PND 15‑16, with a less dense pattern.

These ocular parameters, when assessed together, enable precise identification of species without reliance on external morphological traits. Accurate observation of eye development thus serves as an effective tool for distinguishing rat pups from mouse pups in laboratory and field settings.

Behavioral Distinctions

Activity Patterns

Rat pups and mouse pups exhibit distinct activity rhythms that aid reliable identification.

During the first two weeks of life, rat pups display a pronounced increase in locomotor activity during the early dark phase, whereas mouse pups maintain relatively uniform low‑level movement throughout both light and dark periods. This divergence reflects species‑specific circadian entrainment and can be observed by recording the frequency of spontaneous bouts of crawling or climbing within the nest.

Key behavioral markers include:

  • Timing of emergenceRat pups typically leave the nest for brief exploratory trips shortly after lights off; mouse pups remain in the nest until the middle of the dark period.
  • Response to tactile stimulationRat pups react with rapid, coordinated sprints when the nest is disturbed; mouse pups exhibit slower, shuffling motions.
  • Feeding intervalsRat mothers feed pups at 2‑hour intervals during the dark cycle, creating predictable peaks of pup activity; mouse mothers feed every 3‑4 hours, resulting in broader, less frequent activity spikes.
  • Nest construction behaviorRat pups contribute to nest shaping by pulling bedding material outward during the dark phase; mouse pups rarely manipulate the nest environment.

These patterns persist until weaning and provide a practical framework for distinguishing the two species without relying on morphological measurements alone. Monitoring the temporal distribution of movement, escape responses, and feeding‑driven activity offers a reliable, observable criterion for accurate identification.

Vocalizations

Vocalizations provide reliable criteria for separating rat pups from mouse pups. Both species emit ultrasonic calls, yet the acoustic parameters differ consistently.

Rat pups produce broadband ultrasonic squeaks centered around 50 kHz, with durations of 100–200 ms. Calls often contain harmonic structures and a gradual frequency rise. Mouse pups emit narrower pulses near 70 kHz, lasting 30–80 ms, typically lacking harmonics and showing abrupt onsets.

Key acoustic distinctions:

  • Frequency peak: rat ≈ 45‑55 kHz; mouse ≈ 65‑75 kHz.
  • Call duration: rat > 100 ms; mouse < 80 ms.
  • Harmonic content: present in rat, absent in mouse.
  • Modulation pattern: rat calls exhibit smooth frequency sweeps; mouse calls display flat, abrupt profiles.

When observing a litter, record ultrasonic emissions with a calibrated microphone and spectrograph. Compare measured parameters against the list above. Consistent alignment with rat‑type signatures confirms rat pups; alignment with mouse‑type signatures confirms mouse pups.

Nesting Habits

Rat pups and mouse pups construct nests that reflect species‑specific social and environmental needs. Rat mothers typically build larger, more robust nests using shredded paper, fabric, or wood shavings, often forming a shallow depression that can accommodate several offspring. The nest interior is densely packed, providing insulation against temperature fluctuations. In contrast, mouse mothers create compact, dome‑shaped nests from finer materials such as cotton fibers, tissue paper, or fine wood shavings. These nests are smaller, usually fitting a litter of three to six pups, and are positioned close to the cage wall to reduce exposure.

Key nesting habit differences:

  • Size and shape
    Rat nest: shallow, wide, capable of housing up to twelve pups.
    Mouse nest: tight, dome‑like, suited for fewer pups.

  • Material selection
    • Rats prefer coarse, sturdy fibers that maintain structural integrity.
    • Mice favor soft, pliable fibers that allow rapid construction.

  • Location within the enclosure
    Rat nests are often placed centrally or in a corner with ample space.
    Mouse nests are positioned against vertical surfaces, minimizing open floor area.

  • Frequency of rebuilding
    • Rats may remodel nests multiple times during a litter’s development.
    • Mice typically construct a single nest that remains unchanged until weaning.

Observing these nesting characteristics provides reliable clues for distinguishing between rat and mouse offspring without relying on external morphology alone.

Habitat and Environment

Typical Rat Habitats

Rats prefer environments that provide shelter, food sources, and easy access to water. Common settings include:

  • Urban sewers and drainage systems, where humidity and darkness create stable microclimates.
  • Abandoned buildings, basements, and crawl spaces that offer concealed nesting sites.
  • Agricultural storage facilities, particularly grain silos and barns, which supply abundant nutrition.
  • Outdoor debris piles, compost heaps, and dense vegetation, which furnish both cover and foraging opportunities.

These habitats differ from those typically occupied by mice, which favor smaller cracks, interior wall voids, and household pantry areas. Recognizing the preferred locations of rats assists in accurately identifying a rat pup versus a mouse, as the presence of a young rodent in one of the listed environments strongly suggests a rat origin.

Typical Mouse Habitats

Mice commonly occupy environments that provide shelter, easy access to food, and protection from predators. Indoor settings include wall voids, attic insulation, basements, and crawl spaces where small openings allow entry. Outdoor locations feature dense ground cover, such as grass, leaf litter, and low vegetation, as well as burrows beneath rocks, logs, or debris. Agricultural structures, grain bins, and poultry houses also attract mice because stored feed offers a reliable resource.

Typical mouse habitats can be summarized as follows:

  • Wall cavities and ceiling spaces in residential buildings
  • Attic insulation and roof voids
  • Basement and crawl‑space floor joists
  • Ground‑level vegetation and leaf litter
  • Burrows beneath natural debris (rocks, logs)
  • Stored‑product facilities (grain bins, feed stores)

Understanding these preferred sites aids in separating mouse juveniles from rat pups, since rat young are more frequently found in larger, open burrows or sewer systems, whereas mouse pups are usually discovered in confined, secluded niches described above.

Evidence of Infestation

When a property shows signs of rodent activity, the nature of those signs can reveal whether the intruder is a young rat or a mouse. Accurate identification guides control measures and prevents misallocation of resources.

Typical evidence includes:

  • Droppings: Rat pups produce larger, blunt‑ended pellets (approximately 0.3–0.5 inches long) compared to the smaller, pointed mouse feces (0.1–0.2 inches). A concentration of larger droppings near food storage suggests rat presence.
  • Gnaw marks: Rat pups create broader, more irregular bite marks on wood, plastic, and wiring, while mouse gnawing appears as fine, shallow grooves. The width of the bite can be measured with a caliper for confirmation.
  • Tracks: Footprints left in dusty or soft surfaces show distinct size differences; rat pup pads are wider and spaced farther apart than mouse pads. A clear imprint pattern confirms species.
  • Nesting material: Rat pups construct nests using shredded paper, fabric, and insulation, often in concealed voids such as attics or crawl spaces. Mouse nests consist of finer fibers and are typically found in wall cavities close to food sources.
  • Damage pattern: Rat pups can chew through thicker materials, including metal conduit, whereas mice limit damage to softer substrates. Observation of severe structural compromise points to rat activity.

Collecting and analyzing these indicators provides concrete proof of infestation and enables precise differentiation between rat pups and mice without ambiguity.

Age-Related Considerations

Neonate Stage

The neonatal period offers the most reliable physical cues for separating rat offspring from mouse offspring. At birth, rat pups are noticeably larger, typically weighing 1.5–2.5 g, whereas mouse pups range from 0.8–1.2 g. Size differences persist in length: rat neonates measure 12–15 mm, mouse neonates 8–10 mm.

Fur development also diverges early. Rat pups possess a sparse, fine coat that begins to thicken by day 3, while mouse pups display a denser, darker pelage from birth. Eye and ear opening times provide another distinction: rat eyes open around day 14 and ears become erect by day 12; mouse eyes open by day 12 and ears by day 10, resulting in a shorter interval between these milestones.

Tail morphology is diagnostic. Rat neonates have a relatively long, hair‑covered tail (approximately 25 mm) that appears proportionally robust. Mouse neonates exhibit a short, naked tail (about 15 mm) that is visibly thinner.

Key neonatal characteristics can be summarized:

  • Weight: rat ≈ 1.5–2.5 g; mouse ≈ 0.8–1.2 g
  • Body length: rat ≈ 12–15 mm; mouse ≈ 8–10 mm
  • Fur density: rat – sparse, light; mouse – dense, dark
  • Eye opening: rat – day 14; mouse – day 12
  • Ear erection: rat – day 12; mouse – day 10
  • Tail length and covering: rat – long, furred; mouse – short, naked

These neonatal markers remain consistent across standard laboratory strains and provide a practical framework for accurate identification without reliance on later developmental stages.

Juvenile Stage

The juvenile stage begins shortly after birth and lasts until the animal reaches sexual maturity. During this period, rats and mice display distinct morphological and developmental markers that allow reliable differentiation.

Rat juveniles typically weigh between 15 g and 30 g at three weeks of age, whereas mouse juveniles range from 5 g to 12 g at the same age. Fur development differs: rat pups acquire a coarse, dark‑brown coat by the second week, while mouse pups retain a fine, greyish pelage until the third week. Tail length provides another metric; a rat juvenile’s tail measures roughly 70 % of its body length, whereas a mouse juvenile’s tail approaches 80 % of body length, appearing proportionally longer.

Key physical differences observable in the juvenile stage include:

  • Ear size: Rat ears are proportionally larger, extending beyond the head’s lateral edges; mouse ears are smaller and sit flush with the skull.
  • Snout shape: Rat pups develop a blunt, slightly elongated snout earlier; mouse pups retain a pointed, delicate snout for a longer period.
  • Foot pads: Rat juveniles exhibit broader, pinkish foot pads; mouse juveniles have narrower, darker pads with a more pronounced claw visibility.
  • Whisker length: Rat whiskers reach full adult length by the third week; mouse whiskers remain short and sparse until the fourth week.

Behaviorally, rat juveniles become increasingly exploratory by day 10, displaying rapid locomotion and frequent climbing. Mouse juveniles maintain a more sedentary pattern, preferring brief foraging bouts close to the nest. These activity patterns, combined with the morphological criteria above, provide a comprehensive framework for distinguishing rat pups from mouse juveniles without reference to the broader identification context.

Weaning Stage

During the weaning period, both species transition from milk to solid food, yet observable differences persist. Rat juveniles typically leave the nest between 21 and 28 days of age, while mouse pups are fully weaned by 21 days. This timing gap creates a diagnostic window: a rodent still nursing after day 22 is more likely a rat.

Physical measurements sharpen identification. At weaning, rat pups weigh 25–45 g and exhibit a body length of 6–8 cm, whereas mouse pups weigh 10–20 g with a length of 4–5 cm. The disparity in mass and size remains evident for several days after solid food intake begins.

Fur development provides another cue. Rats develop a coarser, darker pelage by day 18, whereas mice retain a finer, lighter coat until day 20. Observing coat texture and coloration can confirm species when weight overlaps.

Behavioral patterns also diverge. Rat juveniles begin to explore the environment and construct burrow tunnels earlier than mice, which remain closer to the nest and display more rapid, erratic movements. Recording activity levels between days 14 and 21 helps differentiate the two.

Key weaning-stage indicators

  • Age of complete solid‑food consumption: rat ≈ 21–28 days, mouse ≈ 21 days.
  • Weight range: rat 25–45 g, mouse 10–20 g.
  • Body length: rat 6–8 cm, mouse 4–5 cm.
  • Fur texture: rat coarse/dark, mouse fine/light.
  • Early exploratory behavior: rat tunnels, mouse stays near nest.

By cross‑referencing these criteria, researchers can reliably distinguish rat pups from mouse pups during the critical weaning stage.

Common Misconceptions

Similarities in Appearance

Rat pups and mouse pups share several visual characteristics that can make initial identification challenging. Both are small, newborn rodents with a body length typically ranging from 2 to 4 cm and a weight under 5 g. Their coat is generally soft and light‑colored, often appearing pinkish or grayish, and may lack the dense fur seen in older individuals.

Key shared features include:

  • Fur texture: Sparse, fine hair covering most of the body; occasionally visible skin patches on the paws and tail.
  • Ear placement: Low‑set, round ears positioned close to the head, proportionally large relative to the skull.
  • Eye development: Closed or partially closed eyelids at birth, rendering the eyes indistinguishable from those of a mouse.
  • Tail appearance: Thin, relatively long tail with a smooth surface, lacking the pronounced hairiness that develops later.
  • Whisker length: Short, delicate whiskers that emerge shortly after birth, offering little distinction between the two species at this stage.

These overlapping traits result in a superficial similarity that necessitates careful examination of other anatomical details for accurate differentiation.

Popular Beliefs vs. Scientific Facts

Many individuals assume that any small, hair‑covered rodent must be a mouse, leading to the belief that size alone separates rat pups from mouse pups. This misconception also includes the idea that coloration or ear shape is unreliable because both species appear similar at birth.

Scientific observations provide clear criteria for accurate identification:

  • Body length: Rat pups typically exceed 40 mm in total length, while mouse pups remain below this threshold.
  • Tail proportion: A rat pup’s tail length is roughly 60 % of its body length; a mouse pup’s tail approaches 100 % of the body length.
  • Ear size: Ear pinnae of rat pups are proportionally smaller relative to head width than those of mouse pups, which are large and prominent.
  • Digit count: Rat pups possess five toes on each hind foot; mouse pups have four.
  • Fur texture: Rat pup fur is coarser and less dense than the soft, fine coat of mouse pups.

These measurable traits replace anecdotal assumptions with reliable, repeatable data, allowing precise differentiation between juvenile rats and mice.

When to Seek Professional Help

Signs of a Significant Infestation

A significant infestation reveals itself through observable patterns that demand immediate action.

  • Multiple droppings scattered across surfaces, each ¼‑inch long, dark, and pointed at one end.
  • Gnaw marks on wires, wood, or food containers, characterized by clean, parallel cuts.
  • Persistent, musky odor that intensifies after dark hours.
  • Presence of nests constructed from shredded paper, fabric, or insulation, often hidden in wall voids, attics, or under appliances.
  • Frequent sightings of young rodents, indicating rapid breeding; rat pups appear larger, with pinkish skin and longer whiskers than mouse juveniles.

These indicators confirm that the rodent population has exceeded isolated occurrences, necessitating comprehensive control measures.

Expert Identification Services

Professional identification services provide precise differentiation between juvenile rats and mice, essential for pest management, research, and regulatory compliance. Specialists apply morphological analysis, genetic testing, and documented reference collections to deliver reliable species verification, eliminating uncertainty that can compromise control strategies.

Key diagnostic criteria used by experts include:

  • Body size and proportion: Rat pups exhibit larger overall length and a more robust torso relative to mouse pups of comparable age.
  • Tail characteristics: Rat juveniles possess longer, thicker tails with a relatively uniform diameter, while mouse pups have slender, tapering tails.
  • Ear shape and placement: Rat pups feature broader, slightly rounded ears positioned lower on the head; mouse pups display smaller, more pointed ears set higher.
  • Fur texture and coloration: Rat juveniles show coarser, denser fur with a muted brown or gray hue; mouse pups have finer, softer fur often lighter in shade.
  • Dental development: Examination of incisor size and enamel pattern reveals larger, more pronounced incisors in rat pups.

By integrating these observations with DNA barcoding when visual cues are ambiguous, expert identification services ensure accurate species determination, supporting effective decision‑making across veterinary, environmental, and commercial contexts.