VAM Results & Case Profiles

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Monte Carlo Research Lab · Empirical Application

VAM 2.0 · Final Empirical Case Profiles

Selected empirical profiles from the Visibility–Accessibility Matrix, linked to spatial cases, final scores and traceable visual assets from the Monaco Research Observatory.

This page presents ten real cases selected from the consolidated corpus. Each profile connects Case ID, Spatial Scope, V1–V5 and A1–A5 scores, indices of Visibility and Accessibility, Matrix Configuration and Source Assets that can be verified.

Current Empirical Status

75 Cases · 225 Visual Assets · Final Case Scores

The consolidated VAM corpus contains 75 spatial cases and 225 visual assets: 160 photographs and 65 videos. The ten profiles on this page are a public comparative selection from the corpus; they do not constitute a statistical subsample or a case ranking.

Within this selection, six cases are classified as Publicly Permeable Luxury, three as Conditional or Graduated Permeability and one as Displayed but Restricted Luxury. The distribution of these ten profiles must not be used as a substitute for the distribution of the complete corpus of 75 cases.

Evidence ≠ Score. The asset tables document traceability and evidential function. The 0–4 scores, the 0–100 indices and the Matrix Configuration are taken directly from the final dataset 15_VAM_CASE_SCORES and are not reconstructed from the number of photographs or videos.

Contents

  1. Purpose & Selection
  2. How to Read a Profile
  3. Case 01 · Place du Casino
  4. Case 02 · Casino de Monte-Carlo
  5. Case 03 · Hôtel de Paris
  6. Case 04 · Hôtel de Paris
  7. Case 05 · Café de Paris
  8. Case 06 · Goyard
  9. Case 07 · Port Hercule
  10. Case 08 · Quai Albert Ier
  11. Case 09 · Yacht Club de Monaco
  12. Case 10 · Palazzo Leonardo
  13. Comparative Reading
  14. Interpretative Limits
  15. Research Connections

01

Purpose & Selection

The profiles demonstrate how the VAM methodological framework connects to actual spatial units and to the final scores established for each case. The selection prioritises geographical diversity, functional variety, richness of evidence and comparative value.

The selection includes public spaces, institutional thresholds, hospitality settings, restaurants, retail spaces, port interfaces, controlled facilities and private residential access. It is not intended to represent the frequency of each type of setting in Monaco.

02

How to Read a Profile

Each profile presents the Case ID, the macrospace, unit type and Spatial Scope, the final V1–V5 and A1–A5 scores, V/A indices, bands and Matrix Configuration and the Source Assets used.

Case ID → Source Assets → V1–V5 / A1–A5 → V / A Scores → Matrix Configuration → Empirical Reading

Evidence and scores remain conceptually separate. An asset may contribute to several dimensions, but does not by itself generate a score. Similarly, an observable barrier does not automatically demonstrate an intention to exclude.

Case 01 · Empirical Profile

Place du Casino — central space and main sightlines

Case ID
VAM-MC-001
Macrospace
Place du Casino
Spatial Type
Square / public space
Evidence Base
4 assets · 3 photographs · 1 video

Spatial Scope

Public square and axes under ordinary operating conditions.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=4 · V3=4 · V4=4 · V5=2
Accessibility Dimensions
A1=4 · A2=4 · A3=3 · A4=4 · A5=3
Visibility Score
90 / 100
Very high
Accessibility Score
90 / 100
Very high
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-CD-000001
IMG_E2327
Photograph STF A3,A5 Security, valet or service staff visibly mediating uses, permanence or behaviour at Place du Casino.
MVFA-P-2025-CD-000004
IMG_9349
Photograph CTX V1,V2,V5 Longitudinal view along one of the square’s main sightlines.
MVFA-P-2025-CD-000052
IMG_2110
Photograph RUL A3,A4,A5 Signage or a rule relating to the use, access or temporary availability of the central space of Place du Casino.
MVFA-V-2025-CD-0140
IMG_8646
Video CTX V1,V2,V3,V4,V5 Slow-moving contextual video of Place du Casino — central space and main sightlines, showing the overall setting, its boundaries and its visual relationship with the surroundings.

Empirical Reading

Visibility: The axes and panoramic views facilitate exposure and legibility of the whole setting; the ceremonial arrangement concentrates visual display. Length of stay is characterised as brief.

Accessibility: Passage and presence are free of charge; staff mediation is reflected in perceived legitimacy and rules of use, without turning the square into a private enclosure.

Alternative Explanation

The presence of staff is not, in itself, interpreted as exclusion. It acquires analytical relevance only when there is an observable interaction, instruction or regulation.

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Case 02 · Empirical Profile

Casino de Monte-Carlo — main entrance and access-control system

Case ID
VAM-MC-036
Macrospace
Casino de Monte-Carlo
Spatial Type
Casino / casino threshold
Evidence Base
5 assets · 3 photographs · 2 videos

Spatial Scope

Crossing the Casino’s controlled entrance; not merely approaching the façade.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=3 · V3=3 · V4=4 · V5=1
Accessibility Dimensions
A1=1 · A2=3 · A3=2 · A4=3 · A5=1
Visibility Score
75 / 100
High
Accessibility Score
50 / 100
Moderate
Matrix Configuration
Conditional or Graduated Permeability

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-CD-000107
IMG_9186
Photograph STF A1 Staff positioned around the Casino’s main entrance, used to document mediation and control of the threshold.
MVFA-P-2026-CD-000425
IMG_9189
Photograph RUL A3,A5 Photograph of the dress code associated with the Casino’s main entrance.
MVFA-P-2026-CD-000431
IMG_8921
Photograph STF A3,A5 Security or reception staff stationed at the Casino’s main entrance.
MVFA-V-2025-CD-0150
IMG_2152
Video STF V2,V5,A1,A3,A5 Short video of Casino de Monte-Carlo — main entrance and access-control system, showing staff mediation or the operational entry sequence without entering unauthorised areas.
MVFA-V-2026-CD-000467
IMG_2154
Video STF A3,A5 Audiovisual record of security control at the entrance to the Casino de Monte-Carlo.

Empirical Reading

Visibility: The entrance arrangement is visible and its function legible; the operational threshold leaves little scope for prolonged observation.

Accessibility: Security and the dress code support the assessment of strong access control. The score incorporates ordinary admission charges and broad opening hours, confirmed by the researcher without specifying amounts.

Alternative Explanation

Some restrictions may reflect security, legal requirements or Casino operations; the VAM records the observable condition without automatically attributing a social intention.

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Case 03 · Empirical Profile

Hôtel de Paris — lobby, interior circulation and relationship with Place du Casino

Case ID
VAM-MC-027
Macrospace
Hôtel de Paris Monte-Carlo
Spatial Type
Hotel / entrance or lobby
Evidence Base
4 assets · 3 photographs · 1 video

Spatial Scope

Lobby and first interior transition; reserved areas excluded.

Final VAM Profile

Visibility Dimensions
V1=2 · V2=2 · V3=3 · V4=4 · V5=2
Accessibility Dimensions
A1=2 · A2=4 · A3=2 · A4=3 · A5=3
Visibility Score
65 / 100
High
Accessibility Score
70 / 100
High
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2025-CD-000079
IMG_2825
Photograph STF A3,A5 Reception or service staff in the lobby or at an interior threshold, visibly able to mediate circulation or permanence.
MVFA-P-2025-CD-000087
IMG_2588
Photograph THR A1 View of an interior threshold leading towards more controlled circulation.
MVFA-P-2025-CD-000088
IMG_2585
Photograph STF A3,A5 Reception or service staff in the lobby or at an interior threshold, visibly able to mediate circulation or permanence.
MVFA-V-2026-CD-0144
IMG_8947
Video CTX V2,V3,V4,V5 Video of a legitimately accessible route through the lobby and first interior transition, showing spatial organisation, legibility and relationships between areas.

Empirical Reading

Visibility: The interior displays luxury prominently and circulation is legible, but exterior exposure and visual continuity are conditioned by thresholds.

Accessibility: The lobby is assessed as having no admission charge, with permanence subject to a recognised role and reception staff mediation.

Alternative Explanation

Staff supervision may serve reception, service and guest-protection functions; it is not automatically interpreted as social filtering.

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Case 04 · Empirical Profile

Hôtel de Paris — Em Sherif: access and economic conditions of participation

Case ID
VAM-MC-034
Macrospace
Hôtel de Paris Monte-Carlo
Spatial Type
Restaurant / terrace
Evidence Base
4 assets · 3 photographs · 1 video

Spatial Scope

Ordinary access to and participation in the restaurant.

Final VAM Profile

Visibility Dimensions
V1=2 · V2=2 · V3=3 · V4=3 · V5=2
Accessibility Dimensions
A1=2 · A2=2 · A3=2 · A4=2 · A5=2
Visibility Score
60 / 100
High
Accessibility Score
50 / 100
Moderate
Matrix Configuration
Conditional or Graduated Permeability

Evidence Years: 2021–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-CD-000100
IMG_8906
Photograph CTX V1,V3,V4 Contextual view of the entrance to Em Sherif.
MVFA-P-2026-CD-000101
IMG_9353
Photograph THR A1 Frontal view of the actual entrance point to Em Sherif.
MVFA-P-2026-CD-000412
IMG_9355
Photograph PRC A2 Em Sherif menu displaying prices.
MVFA-V-2021-CD-0146
IMG_9357
Video APR V1,V2,V5,A1 Approach video of Em Sherif up to the functional threshold, documenting the access route without passing through controls.

Empirical Reading

Visibility: The entrance is identifiable and its function legible, with more limited exposure than an open frontage.

Accessibility: Reception, consumption and service hours underpin the assessment. The menu establishes that payment is required; the economic score reflects the assessment confirmed by the researcher.

Alternative Explanation

The documented price characterises the economic conditions of participation in this unit; it does not, in itself, allow conclusions about the financial means of observers or users.

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Case 05 · Empirical Profile

Café de Paris — terrace, boundary and visual relationship with Place du Casino

Case ID
VAM-MC-046
Macrospace
Café de Paris Monte-Carlo
Spatial Type
Restaurant / terrace
Evidence Base
5 assets · 4 photographs · 1 video

Spatial Scope

Terrace during open service; closure retained as a comparison.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=3 · V3=4 · V4=4 · V5=3
Accessibility Dimensions
A1=2 · A2=2 · A3=2 · A4=3 · A5=3
Visibility Score
90 / 100
Very high
Accessibility Score
60 / 100
High
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2025-CD-000136
IMG_2886
Photograph STF A3,A5 Reception or service staff at the terrace boundary, used to document observable mediation of access or use.
MVFA-P-2026-CD-000138
IMG_8934
Photograph BAR A1 View of a boundary, planter, rope or other element delimiting the terrace, if present.
MVFA-P-2025-CD-000145
IMG_E3734
Photograph CTX V1,V2,V5 View from the terrace or interior towards Place du Casino.
MVFA-V-2025-CD-0155
IMG_3591
Video CTX V1,V2,V3,V4,V5 Contextual video of Café de Paris — terrace, boundary and visual relationship with Place du Casino, showing the boundary, its relationship to circulation and the visual exposure of the space.
MVFA-P-2025-CD-000455
IMG_3705
Photograph FUR A1,A4 Café de Paris after closing, with the terrace cleared and no chairs, allowing the availability of seating to be compared with open operating conditions.

Empirical Reading

Visibility: The relationship with the square allows extensive visual exposure and legibility, with boundaries that partially interrupt sightlines.

Accessibility: The assessment covers the terrace when open during service hours and permanence as a customer. The post-closing image is not averaged with the open condition.

Alternative Explanation

Closure or the removal of furniture may reflect ordinary establishment operations; this must be distinguished from a restriction associated with privilege.

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Case 06 · Empirical Profile

Goyard — frontage, threshold, waiting sign and queue ropes

Case ID
VAM-MC-064
Macrospace
Goyard
Spatial Type
Boutique / entrance and interior
Evidence Base
4 assets · 3 photographs · 1 video

Spatial Scope

Crossing the threshold after organised queuing.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=3 · V3=3 · V4=4 · V5=2
Accessibility Dimensions
A1=2 · A2=4 · A3=2 · A4=3 · A5=2
Visibility Score
80 / 100
Very high
Accessibility Score
65 / 100
High
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-CD-000190
IMG_9458
Photograph CTX V1,V3,V4 General view of Goyard’s commercial frontage.
MVFA-P-2026-CD-000194
IMG_9459
Photograph RUL A5 Close-up view of Goyard’s threshold and waiting sign.
MVFA-P-2026-CD-000198
IMG_9463
Photograph BAR A1 View of ropes or physical features organising the queue and entrance.
MVFA-V-2025-CD-0159
IMG_2102
Video APR V1,V2,V5,A1 Approach video of Goyard — frontage, threshold, waiting sign and ropes, showing the route to the functional threshold or boundary without passing through unauthorised controls.

Empirical Reading

Visibility: The frontage is prominent and the ropes make the access arrangement legible; observation next to the queue is characterised as brief.

Accessibility: The waiting sign and ropes justify an assessment of conditional entry. Purchasing is not treated as a requirement for entering.

Alternative Explanation

Queues and ropes may reflect capacity, security or commercial management. The VAM documents the access arrangement without inferring its intention from that alone.

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Case 07 · Empirical Profile

Port Hercule — general panorama and public interface with megayachts

Case ID
VAM-MC-081
Macrospace
Port Hercule
Spatial Type
Harbour promenade
Evidence Base
5 assets · 4 photographs · 1 video

Spatial Scope

Public observation points around the harbour; yacht access excluded.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=4 · V3=3 · V4=4 · V5=4
Accessibility Dimensions
A1=4 · A2=4 · A3=4 · A4=4 · A5=3
Visibility Score
95 / 100
Very high
Accessibility Score
95 / 100
Very high
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-PH-000241
IMG_9382
Photograph CTX V1,V2,V4,V5 General panorama of Port Hercule from the Monte-Carlo side.
MVFA-P-2026-PH-000244
IMG_9155
Photograph RUL A3,A4,A5 Signage or a rule relating to Port Hercule’s public interface, relevant to social, temporal or normative conditions.
MVFA-P-2025-PH-000247
IMG_3407
Photograph CTX V1,V2,V4,V5 View focused on megayachts and their visibility from public space.
MVFA-V-2025-PH-0169
IMG_3412
Video CTX V1,V2,V3,V4,V5 Slow-moving contextual video of Port Hercule — general panorama and public interface with megayachts, showing the overall setting, its boundaries and its visual relationship with the surroundings.
MVFA-P-2026-PH-000463
IMG_LS12
Photograph CTX V1,V2,V4,V5 Panorama of Port Hercule taken from Place d’Armes, documenting long-distance visual exposure of the harbour and megayachts from an elevated urban viewpoint.

Empirical Reading

Visibility: Panoramic views and megayachts give the entire setting very high exposure; activity on board is only partially legible.

Accessibility: The assessment characterises public observation as free of charge and prolonged; rules at the harbour boundary are not equivalent to those aboard the vessels.

Alternative Explanation

The visibility of megayachts from public space does not imply access to them or justify inferring aspiration among their observers.

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Case 08 · Empirical Profile

Quai Albert Ier — public promenade and interface with yachts

Case ID
VAM-MC-087
Macrospace
Port Hercule
Spatial Type
Harbour promenade
Evidence Base
4 assets · 2 photographs · 2 videos

Spatial Scope

Promenade interface under the temporary control condition described.

Final VAM Profile

Visibility Dimensions
V1=4 · V2=3 · V3=3 · V4=4 · V5=3
Accessibility Dimensions
A1=3 · A2=4 · A3=3 · A4=2 · A5=2
Visibility Score
85 / 100
Very high
Accessibility Score
70 / 100
High
Matrix Configuration
Publicly Permeable Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-PH-000259
IMG_8791
Photograph THR A1,A5 Threshold, stairs, change of paving or coded transition at “Quai Albert Ier — public promenade and interface with yachts”, where access changes from open to conditional.
MVFA-P-2026-PH-000268
IMG_9385
Photograph CTX V1,V2,V4,V5 View of the pedestrian/yacht interface from the public promenade.
MVFA-V-2026-PH-0170
IMG_9398
Video CTX V1,V2,V3,V4,V5 Slow-moving contextual video of Quai Albert Ier — public promenade and interface with yachts, showing the overall setting, its boundaries and its visual relationship with the surroundings.
MVFA-V-2025-PH-000448
IMG_2549
Video STF A3,A4,A5 Security or accreditation staff stationed at a Quai Albert Ier access interface during a temporary regime or event.

Empirical Reading

Visibility: The yachts and public waterfront maintain strong visual display; thresholds and controls fragment continuity.

Accessibility: The assessment covers free but regulated passage at the interface under the temporary condition described. The result does not represent the entire promenade on every date.

Alternative Explanation

Port security and event management are relevant alternative explanations for certain observed controls.

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Case 09 · Empirical Profile

Yacht Club de Monaco — perimeter access system

Case ID
VAM-MC-118
Macrospace
Yacht Club de Monaco
Spatial Type
Club / controlled facility
Evidence Base
3 assets · 2 photographs · 1 video

Spatial Scope

Crossing access points into the Yacht Club; not the perimeter promenade.

Final VAM Profile

Visibility Dimensions
V1=3 · V2=3 · V3=3 · V4=4 · V5=2
Accessibility Dimensions
A1=1 · A2=0 · A3=1 · A4=2 · A5=2
Visibility Score
75 / 100
High
Accessibility Score
30 / 100
Low
Matrix Configuration
Displayed but Restricted Luxury

Evidence Years: 2025–2026. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2026-PH-000353
IMG_8862
Photograph THR A1 Frontal view of the main entrance to the Yacht Club.
MVFA-P-2026-PH-000356
IMG_LS7475
Photograph THR A1 Frontal view of a second selected entrance.
MVFA-V-2025-PH-0124
IMG_8528
Video APR V1,V2,V5,A1 Comparative video of an approach or route around the entrance perimeter.

Empirical Reading

Visibility: The architecture and entrances support a prominent visual display, with a recognisable club function.

Accessibility: Entry by membership, invitation or authorisation is assessed. A2=0 describes the absence of ordinary public access through ticket purchase, not an extreme price.

Alternative Explanation

The club’s status and the building’s operational requirements must be distinguished from any broader interpretation of symbolic exclusion.

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Case 10 · Empirical Profile

Palazzo Leonardo — residential identification and private access

Case ID
VAM-MC-141
Macrospace
Palazzo Leonardo
Spatial Type
Luxury residential / private access
Evidence Base
2 assets · 2 photographs · 0 videos

Spatial Scope

Crossing into private residential property; not the exterior pavement.

Final VAM Profile

Visibility Dimensions
V1=2 · V2=2 · V3=2 · V4=2 · V5=1
Accessibility Dimensions
A1=0 · A2=0 · A3=0 · A4=0 · A5=0
Visibility Score
45 / 100
Moderate
Accessibility Score
0 / 100
Very low
Matrix Configuration
Conditional or Graduated Permeability

Evidence Years: 2025. The above scores are taken from the final dataset 15_VAM_CASE_SCORES. The assets listed below form the traceable evidence base and must not be interpreted as an independent score per asset.

Traceable Evidence Assets
Asset ID Type Evidence Code VAM Dimensions Evidence Description
MVFA-P-2025-FW-000459
IMG_LS20
Photograph CTX V1,V3,V4 View of Palazzo Leonardo’s frontage with the building identification sign, helping to situate the private residential entrance.
MVFA-P-2025-FW-000460
IMG_LS21
Photograph BAR A1 Chain at the entrance to Palazzo Leonardo physically preventing passage into the residential property.

Empirical Reading

Visibility: The sign identifies the building, but the chain limits visual continuity and the observation of its interior.

Accessibility: The assessment concerns the absence of ordinary public access to the residential interior. The zeros refer to that private unit, not to an inability to view its façade.

Alternative Explanation

Privacy, personal security and residential protection are fundamental explanations of restricted access and must not automatically be reduced to symbolic exclusion.

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Comparative Analysis

Comparative Reading

Visibility and Accessibility Can Diverge

The profiles show that high Visibility does not imply equivalent Accessibility . Port Hercule reaches V=95 and A=95, whereas the Yacht Club access system has V=75 and A=30. Palazzo Leonardo presents a different configuration, with V=45 and A=0 for crossing into private residential property.

Spatial Scope Determines the Meaning of the Score

A macrospace is not coded as a single unit. Place du Casino, Casino de Monte-Carlo, Hôtel de Paris, Port Hercule and Yacht Club include cases with different functions and conditions. Scores always refer to the declared Spatial Scope of the case.

Selected Profiles Cover Three Matrix Configurations

The selection includes examples of Publicly Permeable Luxury, Displayed but Restricted Luxury and Conditional or Graduated Permeability. Discreet Accessibility and Enclosed Privilege do not feature among these ten profiles and also have no cases in the final VAM corpus.

Economic Accessibility Requires Specific Evidence

The A2 score is not inferred from an establishment’s reputation. In cases such as Em Sherif, menu or price evidence forms part of the contextual basis used to characterise the economic conditions of participation.

Alternative Explanations Remain Part of the Analysis

Security, operations, privacy, residential protection, capacity, legal regulation and event management must be considered before interpreting a restriction as an expression of privilege or exclusion.

Interpretative Limits

What These Profiles Do and Do Not Show

  • document real spatial units, final VAM scores and traceable evidence;
  • the scores come from the validated dataset, not from counting assets;
  • the ten profiles do not replace an analysis of all 75 cases;
  • Visibility does not permit inferences about aspiration, belonging or conspicuous motivation;
  • Accessibility is not automatically equivalent to social integration or symbolic belonging;
  • an isolated barrier or regulation does not demonstrate an intention to exclude;
  • scores must be interpreted within the Spatial Scope specific to each case.

Research Connections

Related Research Pages

Visibility–Accessibility Matrix

Overview of the instrument and its axes.

Open VAM Overview →

Methodology & Codebook

Definitions, anchors, scoring and evidence rules.

Open Methodology & Codebook →

Empirical Validation & Final Results

Final empirical validation and final results of VAM 2.0.

Open Empirical Validation & Final Results →

VAM Data

Structured data and corpus results.

Open VAM Data →

MVFA–VAM Evidence & Code Guide

Guide to identifiers, codes and traceability.

Open Evidence Guide →

Visibility–Accessibility Matrix 2.0 · Empirical Case Profiles · Monte Carlo Research Lab · Monaco Research Observatory

Status: Final Validated Empirical Case Documentation · Current Project Release