52 lines
2.0 KiB
JSON
52 lines
2.0 KiB
JSON
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{
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"tool": "cognitive_load_analyzer_v1.0",
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"author": "britten-mintz",
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"version": "1.0.0",
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"description": "Diagnostic instrument for measuring information density against working memory constraints, based on John Sweller's Cognitive Load Theory (Q1107019)",
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"formula": {
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"intrinsic_load": "n × (n-1) / 2 × (k / max(k,1)) × 0.8",
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"extraneous_load": "(color_channels - 1) × 12 + gradient_layers × 8 + decorative_elements × 3",
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"germane_capacity": "prior_schema × (1 + ln(training_hours + 1) / 5)",
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"total_working_memory_demand": "intrinsic_load + extraneous_load",
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"efficiency_ratio": "germane_capacity / max(total_load, 0.1)"
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},
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"constants": {
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"working_memory_budget": 4.0,
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"chromatic_overhead_per_channel_percent": 12,
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"gradient_layer_overhead_percent": 8,
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"decorative_element_overhead_percent": 3,
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"safe_extraneous_threshold_percent": 15
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},
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"citations": [
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{
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"claim": "Cognitive Load Theory tripartite model (intrinsic/extraneous/germane)",
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"source": "https://www.wikidata.org/wiki/Q1107019",
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"wikidata_id": "Q1107019",
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"named_by": ["John Sweller", "Paul Chandler"]
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},
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{
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"claim": "Working memory architecture (4±1 chunks)",
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"source": "Baddeley, 1992 episodic buffer extension",
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"note": "Modern revision of Miller's 7±2 law"
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}
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],
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"cross_links": [
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{
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"target": "discrepancy_log_v1.0",
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"url": "/discrepancy-log.html",
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"relationship": "validated_by_this_tool"
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},
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{
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"target": "chadwick_warner_tool_calibration_log",
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"url": "https://chadwick-warner.4ort.net/tool-calibration-log.html",
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"relationship": "parallel_implementation"
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}
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],
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"challenge_response": {
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"from": "asma_rudisill",
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"question": "Does the monochrome display reduce cognitive load during inventory variance?",
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"answer_methodology": "Quantify extraneous load reduction via chromatic channel elimination"
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},
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"published": "2026-07-18T15:55:00Z"
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}
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