L02 — Atom Browser
L01 (57)
L02 (42)
L03 (103)
L04 (36)
L05 (103)
L06 (56)
L07 (44)
L08 (40)
MP01 (61)
MP02 (32)
MP03 (65)
MP04 (48)
MP05 (68)
MP06 (45)
42 Atoms
| ID | Name | Family | Definition | File |
|---|---|---|---|---|
L02-CI1-VERS-ALIGN |
Conceptual Version Alignment | CI | Detects framework version mismatches that could confuse students (e.g., different math notation systems, scientific models). | L02-CI1-VERS-ALIGN.json |
L02-CI2-TERM-CONS |
Terminology Consistency | CI | Detects terminology inconsistencies (e.g., 'function' vs 'method', 'student' vs 'student') that impede understanding. | L02-CI2-TERM-CONS.json |
L02-CI3-EXAM-APPR |
Example Appropriateness & Bias Check | CI | Validates that examples in content avoid reinforcing stereotypes and represent diverse perspectives. | L02-CI3-EXAM-APPR.json |
L02-CI4-XREF-VALID |
Cross-Reference Validity | CI | Detects broken links and forward/backward references that could confuse students. | L02-CI4-XREF-VALID.json |
L02-CI5-COMP-SCAFF |
Competency Scaffolding Alignment | CI | Validates that learning objectives have appropriate sub-competencies scaffolded throughout sequence. | L02-CI5-COMP-SCAFF.json |
L02-CNT-BI-COURSE-001 |
Business Intelligence Course Content Specification | CNT | Complete content catalog and sequencing specification for Business Intelligence Fundamentals course, consumable by CSA for adaptive sequencing decisions. | L02-CNT-BI-COURSE-001.json |
L02-CS1-REGU-COMP |
Regulatory Compliance | CS | Validates that content meets jurisdiction-specific curriculum standards (e.g., Common Core, IB, local requirements). | L02-CS1-REGU-COMP.json |
L02-CS2-DATA-PRIV |
Data Privacy Alignment | CS | Validates that content collection/storage respects privacy policies and regulatory requirements. | L02-CS2-DATA-PRIV.json |
L02-CS3-TIME-BUDE |
Instructional Time Budget | CS | Validates total time estimate against instructional calendar availability. | L02-CS3-TIME-BUDE.json |
L02-CS4-PRERE-SKIL |
Prerequisite Skill Validation | CS | Confirms student has requisite skills before sequence begins (detected via L1 assessment). | L02-CS4-PRERE-SKIL.json |
L02-CS5-ACCESS-COMPL |
Accessibility Compliance Standards | CS | Validates full sequence meets Web Content Accessibility Guidelines and ADA requirements. | L02-CS5-ACCESS-COMPL.json |
L02-DSC-CHAUTHORITY |
Channel Educational Authority | DSC | Measures channel authority as an educational content source based on subscriber count and verification status. | L02-DSC-CHAUTHORITY.json |
L02-DSC-DESCMATCH |
Video Description Topic Match | DSC | Measures semantic similarity between video description and learning objective topic. | L02-DSC-DESCMATCH.json |
L02-DSC-DURFIT |
Duration Target Fit | DSC | Measures how closely segment duration matches the target duration. | L02-DSC-DURFIT.json |
L02-DSC-EDUCAT |
Educational Category Alignment | DSC | Measures whether video is categorised as educational content on the platform. | L02-DSC-EDUCAT.json |
L02-DSC-LICPERMIT |
License Permissiveness | DSC | Measures how permissive the content license is for educational use. | L02-DSC-LICPERMIT.json |
L02-DSC-OERGRADE |
OER Grade Level Alignment | DSC | Measures whether the OER resource grade level matches the target student level. | L02-DSC-OERGRADE.json |
L02-DSC-OERPEER |
OER Peer Review Status | DSC | Measures whether the OER resource has been peer-reviewed or community-rated. | L02-DSC-OERPEER.json |
L02-DSC-OERSTANDARD |
OER Standards Alignment | DSC | Measures whether the OER resource is aligned to educational standards (e.g., Common Core, NGSS). | L02-DSC-OERSTANDARD.json |
L02-DSC-OERTOPIC |
OER Topic Match | DSC | Measures semantic similarity between OER resource title/description and learning objective topic. | L02-DSC-OERTOPIC.json |
L02-DSC-PREREQINCL |
Prerequisite Context Inclusion | DSC | Measures whether prerequisite concepts are mentioned within the extracted segment. | L02-DSC-PREREQINCL.json |
L02-DSC-SENTBOUND |
Sentence Boundary Precision | DSC | Measures whether segment start and end are at natural sentence boundaries. | L02-DSC-SENTBOUND.json |
L02-DSC-TITLEMATCH |
Video Title Topic Match | DSC | Measures semantic similarity between video title and learning objective topic. | L02-DSC-TITLEMATCH.json |
L02-DSC-TOPICDRIFT |
Topic Drift Detection | DSC | Measures whether the segment maintains consistent topic focus without drifting to unrelated content. | L02-DSC-TOPICDRIFT.json |
L02-DSC-TRANSCAVAIL |
Transcript Availability | DSC | Measures whether a transcript is available for the video in the target language. | L02-DSC-TRANSCAVAIL.json |
L02-DSC-USECOMPAT |
Use License Compatibility | DSC | Measures whether the intended use is compatible with the content license terms. | L02-DSC-USECOMPAT.json |
L02-MD1-CONTE-MOD-FIT |
Content-Modality Fitness | MD | Validates that content modality aligns with pedagogical requirements and content domain complexity. | L02-MD1-CONTE-MOD-FIT.json |
L02-MD2-DEVI-CAP |
Student Device Capability Check | MD | Validates that student device has necessary software/hardware to consume selected modality (codecs, players, storage, memory). | L02-MD2-DEVI-CAP.json |
L02-MD3-ACCESS-FORM |
Accessibility Format Compliance | MD | Validates that selected modality and format enable accessibility requirements (WCAG 2.1 AA compliance). | L02-MD3-ACCESS-FORM.json |
L02-MD4-BITRATE-EFF |
Format Bandwidth Efficiency | MD | Validates that content bitrate accommodates student bandwidth with 70% safety margin. | L02-MD4-BITRATE-EFF.json |
L02-MD5-OFFLI-CACH |
Offline Capability Check | MD | Validates that content format and size allow caching for offline use when required. | L02-MD5-OFFLI-CACH.json |
MML02 |
Preference Role Definition (Engagement vs. Performance) | MML | Evaluates whether the system's usage of student preference data is explicitly scoped to influence engagement, satisfaction, or motivation metrics, rather than being treated as a causal mechanism for d | L02-MML-PREFERENCEROLE.json |
L02-PF1-API-AVAIL |
API Availability & Responsiveness | PF | Tests that platform APIs needed for content delivery are functional with acceptable performance. | L02-PF1-API-AVAIL.json |
L02-PF2-SCHEM-ALIGN |
Data Schema Alignment | PF | Validates that content JSON structures conform to platform schema and contain required fields. | L02-PF2-SCHEM-ALIGN.json |
L02-PF3-BAND-CONST |
Bandwidth Constraint Satisfaction | PF | Validates that content bitrate/size fits within estimated student bandwidth with safety margin (70% utilization). | L02-PF3-BAND-CONST.json |
L02-PF4-STOR-CAP |
Storage Capacity Headroom | PF | Validates that total content size does not exceed 85% of platform storage capacity. | L02-PF4-STOR-CAP.json |
L02-PF5-CONC-HEAD |
Concurrency Headroom | PF | Validates that projected concurrent users do not exceed 70% of platform concurrent connection limit. | L02-PF5-CONC-HEAD.json |
L02-SQ1-PREREQ-DEP |
Prerequisite Dependency Validation | SQ | Validates that logical dependencies between content units form a valid DAG (directed acyclic graph) with no unsatisfied prerequisites. | L02-SQ1-PREREQ-DEP.json |
L02-SQ2-SEQUE-COHERE |
Sequence Coherence Alignment | SQ | Validates that content sequencing adheres to declared learning theory framework (e.g., Bloom's taxonomy, spiral curriculum, scaffolded discovery). | L02-SQ2-SEQUE-COHERE.json |
L02-SQ3-COGN-LOAD |
Cognitive Load Progression | SQ | Validates that consecutive content items maintain cognitive load within acceptable delta (±0.15 difficulty units) to prevent overload or boredom. | L02-SQ3-COGN-LOAD.json |
L02-SQ4-PACE-FEAS |
Pacing Feasibility | SQ | Validates that total sequence completion time estimate fits within available instructional window with safety margin (80/20 rule). | L02-SQ4-PACE-FEAS.json |
L02-SQ5-OVERL-DUP |
Concept Overlap & Duplication Detection | SQ | Identifies duplicate content, contradictory concepts, or unnecessary reinforcement that indicates poor sequence design. | L02-SQ5-OVERL-DUP.json |