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train-00000-of-00709.parquet
standard
What are the optimal conditions for using microbial-induced calcite precipitation as a sustainable method for self-healing concrete, specifically in terms of bacterial strain selection, nutrient supplementation, and environmental factors, to improve durability and reduce maintenance costs in large-scale infrastructure ...
3
0.494447
Global Query: What are the optimal conditions for using microbial-induced calcite precipitation as a sustainable method for self-healing concrete, specifically in terms of bacterial strain selection, nutrient supplementation, and environmental factors, to improve durability and reduce maintenance costs in large-scale i...
train-00000-of-00709.parquet
sub_agent
So, which bacteria are best for MICP?
3
0.57783
Global Query: So, which bacteria are best for MICP? [Meta: Semantic Coherence Score = 0.58] Plan: I need to research biofertilizer, microbial, inocul, but first I should establish context around soil, phosphoru, microbial. --- Step 1 --- Thought: So I think I might start off with thinking about soil, phosphoru, microb...
train-00000-of-00709.parquet
sub_agent
How much moisture is needed?
3
0.526937
Global Query: How much moisture is needed? [Meta: Semantic Coherence Score = 0.53] Plan: I need to research larger, temporal, satellite, but first I should establish context around satellite, valid, indic. --- Step 1 --- Thought: So I think I might start off with thinking about satellite, valid, indic. Maybe specifica...
train-00000-of-00709.parquet
sub_agent
For example, could the bacteria cause any problems if they over-produce calcite?
3
0.616048
Global Query: For example, could the bacteria cause any problems if they over-produce calcite? [Meta: Semantic Coherence Score = 0.62] Plan: I need to research inadvertent, conducive, screen, but first I should establish context around bacteria, transferr, transfer. --- Step 1 --- Thought: So I think I might start off...
train-00000-of-00709.parquet
sub_agent
But how to make it practical?
3
0.67198
Global Query: But how to make it practical? [Meta: Semantic Coherence Score = 0.67] Plan: I need to research creative, competency, responsive, but first I should establish context around competenc, portfolio, framework. --- Step 1 --- Thought: So I think I might start off with thinking about competenc, portfolio, fram...
train-00000-of-00709.parquet
standard
What is the optimal ratio of polylactic acid (PLA) to polyhydroxyalkanoates (PHA) in a biodegradable plastic blend to achieve a degradation rate of 50% within 6 months in a marine environment with average temperatures ranging from 15°C to 25°C and pH levels between 7.5 and 8.5?
3
0.451529
Global Query: What is the optimal ratio of polylactic acid (PLA) to polyhydroxyalkanoates (PHA) in a biodegradable plastic blend to achieve a degradation rate of 50% within 6 months in a marine environment with average temperatures ranging from 15°C to 25°C and pH levels between 7.5 and 8.5? [Meta: Semantic Coherence S...
train-00000-of-00709.parquet
sub_agent
Are there any constraints on the ratio for extrusion or injection molding?
3
0.603485
Global Query: Are there any constraints on the ratio for extrusion or injection molding? [Meta: Semantic Coherence Score = 0.60] Plan: I need to research recycl, qual, clean, but first I should establish context around sort, recycl, clean. --- Step 1 --- Thought: So I think I might start off with thinking about sort, ...
train-00000-of-00709.parquet
standard
"What is the most efficient way to implement a 64-bit Montgomery multiplication algorithm in ARM ass(...TRUNCATED)
3
0.501346
"Global Query: What is the most efficient way to implement a 64-bit Montgomery multiplication algori(...TRUNCATED)
train-00000-of-00709.parquet
standard
"How can I effectively integrate the concept of intersectionality into my lesson plans on the Civil (...TRUNCATED)
3
0.652248
"Global Query: How can I effectively integrate the concept of intersectionality into my lesson plans(...TRUNCATED)
train-00000-of-00709.parquet
sub_agent
How do I create an inclusive environment where these discussions can happen without shutting down?
3
0.534768
"Global Query: How do I create an inclusive environment where these discussions can happen without s(...TRUNCATED)
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