How scoring works

Each principle receives a score from 0 to 3, assigned during Pass 1 — the blind read. The score reflects how strongly that principle is present in the image, not how important it is.

0

Not detected

The principle is not present or not applicable to this object.

1

Weakly present

The principle is present but faint — low evidence, requires inference.

2

Clearly present

The principle is evident and directly readable from the image.

3

Strongly present

The principle is a dominant feature — high evidence, clearly intentional.

Artifact-domain principles

15 principles · ap_1 – ap_15

Perceptual habits developed specifically for reading archaeological objects. These direct attention toward production evidence, use history, and material relationships — the observational moves that make an artifact legible as a made thing with a history.

ap_1

Production Trace Reading

every surface feature is a frozen action

Read marks, lines, textures, and surface irregularities as records of specific production actions — what the maker did, not just what the surface looks like. Tool marks, coil junctures, carving grooves, grinding facets, knapping scars, and brush strokes are all production evidence. The surface is a sequence of actions frozen in material.

How to read it

For each visible surface feature, ask: what action produced this? What tool, what motion, what stage of production? Read the object as a series of events rather than a finished state.

ap_2

Sequence Inference

later traces cross earlier ones

Production leaves a recoverable order. Later actions modify, cross, or obscure earlier ones. Identifying which traces are primary (the blank, the base form) and which are secondary (finishing, additions, repair) reveals the production sequence. Where one mark overlaps another, the crossing relationship determines which came first.

How to read it

Look for where traces intersect or overlap. Which line, groove, or pigment zone crosses which? What was the base form before surface treatment was applied? Where do repairs or additions override original features?

ap_3

Material Boundary Attention

transitions are evidence

Every transition between materials is analytically significant. Slip edge against clay body, pigment zone against unpainted surface, inset element against substrate, fiber attachment against carved form, shell inlay against wood. Boundaries are where separate production decisions intersect and where distinct material procurement events meet in a single object.

How to read it

Map all material transitions. Where does one material end and another begin? Is the boundary sharp or graduated? Does the boundary follow physical structure, anatomy, or an independent scheme? What does the boundary quality reveal about how the materials were applied or joined?

ap_4

Wear Differential

surfaces record use unevenly

Surfaces wear differently depending on how an object was used, held, oriented, and stored. The pattern of differential wear — which surfaces are more abraded, polished, smoothed, or eroded than others — encodes use history. Wear is distinct from post-depositional damage and from ancient repair; these three must be distinguished.

How to read it

Compare wear across all surfaces of the object. Which areas show more abrasion, polish, or smoothing? Does the wear pattern correspond to a logical use position (interior of a bowl, grip area of a tool, worn suspension point)? Is the wear consistent with use or with soil chemistry and burial conditions?

ap_5

Absence as Evidence

missing elements leave traces

What is no longer present is as analytically significant as what remains. Missing elements leave traces: broken attachment points, adhesive residue without its attachment, pigment bed with pigment eroded, drill hole without its inset, binding channel without its cord. Taphonomic loss does not erase all evidence of what was lost.

How to read it

Look actively for evidence of what is no longer present. Are there holes, channels, or abraded areas without their original contents? Residue traces suggesting a lost element? Areas where surface preparation indicates something was once attached? Read negative evidence as positive data.

ap_6

Composite Detection

unified appearance may conceal multiple production events

What reads as a single unified object may be the result of multiple separate production events — a base object with later additions, a repaired and modified piece, an assemblage of separately made components. Joins, seams, adhesive traces, binding channels, and color or texture discontinuities are evidence of composite production.

How to read it

Ask: is this one production event or multiple? Look for joins and seams that indicate where separately produced elements meet. Are there areas where material, surface treatment, or construction technique changes in ways that suggest a later addition rather than continuous production?

ap_7

Anatomical Correspondence

does the visual program follow the form or override it?

For any figural or representational object: assess whether the visual program — pigment application, carved detail, design elements, color zones — follows the object's physical structure or the represented subject's anatomy, or whether it imposes an external conventional scheme independent of both. The relationship between represented form and physical form is a production decision.

How to read it

Identify the subject being represented (animal, human, vessel form). Does the pigment or design follow that subject's actual anatomy — color zones where the real animal has color zones, features where the real animal has features? Or does the program impose a conventional scheme that maps onto the object's physical structure instead? Where these diverge, the divergence is significant.

ap_8

Symmetry as Evidence

deviation from expected symmetry is information

Symmetry and its violations in artifacts are evidence, not merely aesthetic observations. Assess the intended symmetry type (bilateral, radial, rotational) and where the object deviates from it. Perfect symmetry indicates specific production methods and intentions. Deviation from intended symmetry may indicate production constraints, deliberate asymmetry as a design choice, or post-depositional alteration.

How to read it

Identify what symmetry type the object appears to be designed for. Where does it achieve that symmetry and where does it deviate? Is the deviation consistent across the object (suggesting a production method) or localized (suggesting a specific event — repair, damage, intentional asymmetry)? For figurative objects, is the represented subject naturally asymmetric and does the object reflect that?

ap_9

Proportion as Encoding

scale and proportions encode function and social role

An artifact's proportions carry functional and social information. Scale relative to the human body, proportions relative to intended use, depth-to-width ratios, wall thickness relative to vessel size — these encode how the object was designed to operate. Schematic proportions (simplified, non-naturalistic) signal different production traditions and social registers than naturalistic proportions. Miniature scale often signals ritual function regardless of object type.

How to read it

Assess the object's proportions against its apparent function. Are these proportions consistent with the stated or implied use? Does scale suggest personal use, communal use, or display? Where proportions are schematic rather than naturalistic, note what has been simplified and what has been emphasized — the emphasis is usually significant.

ap_10

Color Zone Logic

identify the organizing principle behind color distribution

How color zones are organized on an object encodes a production decision. Color may follow the object's physical structure (vessel zones, construction units, anatomical regions), the represented subject's natural coloration (pelage, skin pattern), orientation (top/bottom, front/back), or a conventional scheme independent of any of these. The organizing logic — which of these principles governs — is not always obvious and must be identified before color is interpreted.

How to read it

Map all color zones. Then test each possible organizing principle: do the zone boundaries align with physical structure? With the represented subject's anatomy? With orientation? With a geometric conventional scheme? Which alignment is most consistent? Where color zone logic is ambiguous or mixed, state that ambiguity rather than forcing an interpretation.

ap_11

Investment Gradient

where effort concentrates tells you what the object is for

Within any object, production effort is not evenly distributed. Skill, time, and material cost concentrate in some areas and not others. The gradient from high-investment to low-investment areas encodes what the object was oriented toward — what was meant to be seen, engaged with, or used. High investment where the object faces its audience; lower investment where it faces the ground, the back, or the interior.

How to read it

Identify where the highest production investment is concentrated — finest detail, most costly material, most precise execution. Compare this to areas of lower investment. Does the gradient correspond to a viewing orientation, a use position, or a ritual facing? Is investment concentrated on the iconographic content, the surface treatment, or the structural form?

ap_12

Attachment Point Reading

where things were joined reveals what they once were

Attachment points — drilled suspension holes, binding channels, adhesive residue, knot wear marks, cord grooves, inset cavities — are often more analytically durable than the attachments themselves. Organic attachments (fiber, feather, hide) decompose; their attachment points survive. Reading attachment points in the absence of their original elements recovers structural and compositional information about the complete assembled object.

How to read it

Identify all attachment points: holes, grooves, residue, wear patterns consistent with binding or suspension. For each, determine: what was attached here, how was it attached, and where on the object does this place the attachment in relation to the whole? Can the original assembled object be partially reconstructed from its surviving attachment evidence?

ap_13

Orientation Dependency

establish intended orientation before analyzing content

Many artifacts have a primary intended orientation — they were designed to be seen from a specific angle, held in a specific position, or displayed in a specific relationship to the viewer or the context. Analyzing form, design, or iconographic content from the wrong orientation misreads it. Orientation is a production decision embedded in the object's asymmetries, weight distribution, suspension points, and design logic.

How to read it

Before analyzing surface content or iconographic program, establish what orientation the object was designed for. Evidence: suspension or attachment points indicating how it was worn or displayed; weight distribution; which face received the most investment; how the design reads from different orientations. Analyze the visual program from the correct orientation first.

ap_14

Completion State

was this finished when deposited?

Assess whether the object reached a completed production state at the time of deposition. Three distinct states exist: fully completed production, deliberately unfinished objects (known from cache and ritual contexts in the Southwest and beyond — intentionally incomplete objects have their own interpretive status), and interrupted production (abandoned before completion). These states have different interpretive implications and must be distinguished from post-depositional damage.

How to read it

Assess all surfaces for evidence of incomplete production: unfinished areas, begun-but-not-completed details, abrupt terminations in surface treatment. Is incompleteness consistent with interrupted production (tool abandoned mid-task) or with deliberate truncation (a conscious decision to stop before what would conventionally be considered completion)? In cache contexts especially, consider whether incompleteness is intentional.

ap_15

Reduction vs. Construction

was form achieved by removing or accumulating material?

The fundamental distinction in production approach: whether an object's form was produced by removing material from a larger blank (subtractive — carving, knapping, grinding, drilling) or by accumulating and shaping material into form (constructive/additive — coil building, weaving, plying, assembly). Most objects are primarily one or the other; some combine both. This distinction governs all subsequent reading of production traces, because the evidence left by each approach is categorically different.

How to read it

Identify the primary production approach: is the object's form the result of material removed from a blank (look for tool marks, reduction scars, waste removal evidence) or material built up into form (look for joins, accumulation seams, construction units)? For objects that combine both — a coil-built vessel with carved surface decoration, a carved effigy with applied pigment — identify the sequence of subtractive and additive operations.

Universal visual principles

12 principles · ta_* subset

Perceptual mechanisms shared across all visual analysis — how the human visual system processes edges, groupings, figure-ground relationships, color, and surface properties. These apply to artifact observation regardless of object type or cultural domain. Six additional Tier A principles (linear perspective, atmospheric perspective, light source logic, common fate, elevation in picture plane, binocular depth cues) were excluded as fine-art-specific and not applicable to artifact reading.

ta_1

Edge Detection

attention control

Your V1 visual cortex fires hardest at high-contrast edges. Sharp value shifts = neural activation spike. Soft gradients = less activation.

In artifact observation

Edge quality controls where attention lands. Hard edges: maximum neural activation, demand attention, create tension. Firm edges: clear but slightly blended. Soft edges: gradual transition, atmospheric, calm. Lost edges: boundary dissolves, brain completes the form.

ta_2

Color Opponent Channels

built-in tension/resolution

Your retina has three opponent pairs: red/green, blue/yellow, black/white. These are wired as opposites—when one fires, the other rests.

In artifact observation

Complementary colors create neural balance (consonance). Analogous colors share channels with minimal conflict (consonance). Non-complementary high-saturation combinations create dissonance.

ta_4

Figure-Ground Relationships

visual hierarchy

Your brain can't process everything simultaneously—it separates figure (foreground, object) from ground (background, space). This is often pre-conscious.

In artifact observation

Control whether hierarchy is clear or ambiguous. Stable figure-ground = consonance (easy to parse, clear hierarchy). Ambiguous figure-ground = dissonance (Rubin's vase, Escher — brain toggles between readings).

ta_5

Grouping

Gestalt as neural efficiency

Your brain groups things to reduce processing load. It WANTS to see patterns, not chaos.

In artifact observation

Use grouping to create visual units that the brain processes as single chunks.

ta_13

Overlap/Occlusion

depth through layering

When one form blocks another, your brain reads spatial ordering. Form A overlaps Form B = A is in front. Processed pre-consciously in V2/V3.

In artifact observation

Overlap = instant depth cue, cheaper than perspective.

ta_15

Closure/Negative Space

brain completes incomplete forms

Your brain automatically completes incomplete forms using surrounding context — a process called perceptual closure. This happens pre-consciously in early visual processing. Negative space isn't emptiness; it's an active shape your brain reads and uses to complete the figure. The same neural machinery that detects edges also infers the edges that aren't there.

In artifact observation

Negative space is a positive compositional element. The shape of the space between and around forms is as designed as the forms themselves. Closure lets you suggest a complete form with partial information — the brain does the rest.

ta_20

Simultaneous Contrast

colors/values change based on context

Your retina's opponent-channel system means every color is processed relative to its neighbors, not in isolation. The same gray looks lighter against black and darker against white. The same orange looks more red next to yellow and more yellow next to red. This is hardwired lateral inhibition in your visual system — neurons suppressing their neighbors.

In artifact observation

No color exists independently. Every color decision is actually a relationship decision. Simultaneous contrast affects both value (light/dark) and hue (color shift toward the complement of the surrounding color).

ta_28

Specularity/Surface Reflection

material property

Your visual system has dedicated processing for surface material properties — specularity (the bright highlight that moves as you move) signals surface hardness, wetness, and material type before conscious identification. This is part of the brain's material recognition system, processed rapidly and pre-consciously.

In artifact observation

The specular highlight is a material signal, not just a bright spot. Its shape, sharpness, and color tell the viewer what the surface is made of: sharp point = hard/polished; soft diffuse = matte or rough; colored highlight = translucent material (skin, wax, grape); no highlight = matte or absorbent.

ta_47

Face Detection

specialized neural area

Your brain has dedicated hardware for face processing — the Fusiform Face Area (FFA). Faces grab attention pre-attentively and automatically, before conscious awareness. Pareidolia (seeing faces in clouds, toast, electrical outlets) isn't a bug — it's your face detection system being trigger-happy because missing a face historically had higher survival cost than false positives.

In artifact observation

Faces are attention anchors whether you want them to be or not. Present faces dominate composition; suggested faces (two dots + line) read as face; absent faces useful when you want attention elsewhere; hidden faces create pareidolic discovery moments.

ta_48

Biological Motion Detection

animate movement patterns

Your visual system has specialized processing for animate movement patterns. You can recognize a walking human from just 12 points of light attached to joints — no other information needed. This is distinct from general motion detection. Biological motion = movement that suggests living intention.

In artifact observation

Gesture and posture read as alive vs. static even in still images. Dynamic posture (weight shift, mid-action), gestural marks that capture movement quality, implied trajectory, natural articulation create biological motion cues.

ta_49

Gaze Direction / Social Attention

where figures look

Where depicted figures are looking directs viewer attention. This is neurologically distinct from compositional directional force — it's a social attention mechanism. You automatically follow gaze direction of faces. Infants do this at 3 months old. It's hardwired.

In artifact observation

Gaze = attention vector, more powerful than any compositional line. Direct gaze (at viewer) creates confrontation and engagement; averted gaze directs viewer to look where figure is looking; multiple gazes create attention flow; no visible eyes reduces social attention effect.

ta_51

Visual Pop-out / Pre-attentive Features

instant attention capture

Certain features grab attention before conscious processing — in parallel across the entire visual field, under 200ms. Pre-attentive features: unique color in a field of different colors, unique orientation in a field of parallel lines, unique motion direction, unique size, unique shape (when surrounding shapes are homogeneous).

In artifact observation

Pop-out = instant attention magnet, no conscious search required. Single unique feature in a field of similar elements = automatic salience.