Dataset Viewer
Auto-converted to Parquet Duplicate
instruction_seed
stringlengths
23
4.26k
reasoning
stringlengths
916
51.4k
deepseek_solution
stringlengths
218
5.13k
__original_row_idx
int64
10
40k
source
stringclasses
13 values
final_reasoning_trace
stringlengths
1.39k
53.7k
conversations
listlengths
2
2
domain
stringclasses
27 values
r1_response
stringclasses
161 values
r1_reasoning_content
stringclasses
161 values
extract_solution
stringclasses
76 values
url
stringlengths
27
192
⌀
filename
stringclasses
30 values
success
bool
1 class
page_count
int64
8
500
⌀
page_number
int64
1
492
⌀
question_choices_solutions
stringclasses
89 values
extracted_question
stringclasses
90 values
extracted_answer_choices
sequencelengths
1
33
⌀
matched_solution
stringclasses
82 values
qa_validation_outputs
bool
1 class
classifier_reasoning
stringclasses
251 values
is_organic_chemistry
bool
1 class
_id
stringclasses
269 values
title
stringlengths
6
202
⌀
text
stringlengths
45
89.9k
⌀
discipline
stringclasses
3 values
expert
stringclasses
3 values
num_topics
int64
25
25
⌀
num_subtopics
int64
25
25
⌀
num_questions
int64
80
80
⌀
topic
stringclasses
73 values
subtopic
stringclasses
621 values
score
int64
10
165
⌀
year
int64
13
24
⌀
id
stringclasses
426 values
abstract
stringclasses
200 values
__index_level_0__
int64
1
194k
⌀
category
stringclasses
16 values
conversation_id
int64
74
20k
⌀
pubid
int64
8.17M
29.1M
⌀
context
dict
long_answer
stringclasses
207 values
final_decision
stringclasses
3 values
template_name
stringclasses
8 values
template
stringclasses
8 values
rendered_input
stringclasses
207 values
rendered_output
stringclasses
152 values
How do the anatomical differences in stems affect plant reproduction?
Okay, so I need to figure out how the anatomical differences in stems affect plant reproduction. Hmm, let me start by recalling what I know about plant stems and their anatomy. Stems are part of the plant's structure, right? They support leaves, flowers, and fruits, and they transport water and nutrients. But how does ...
The anatomical differences in plant stems significantly influence reproductive strategies through various structural and functional adaptations. Here's a structured overview: 1. **Structural Support and Flower/Fruit Development**: - **Woody vs. Herbaceous Stems**: Woody stems (e.g., trees) provide durability and he...
4,608
camel-biology
<think> Okay, so I need to figure out how the anatomical differences in stems affect plant reproduction. Hmm, let me start by recalling what I know about plant stems and their anatomy. Stems are part of the plant's structure, right? They support leaves, flowers, and fruits, and they transport water and nutrients. But h...
[ { "from": "human", "value": "How do the anatomical differences in stems affect plant reproduction?" }, { "from": "gpt", "value": "<think>\nOkay, so I need to figure out how the anatomical differences in stems affect plant reproduction. Hmm, let me start by recalling what I know about plant stems...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
biology
Biologist
25
25
80
Plant Anatomy
Structure of Stems
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Describe the significance of radioimmunotherapy and its application in treating lymphoma.
Okay, I need to describe the significance of radioimmunotherapy and its application in treating lymphoma. Let me start by recalling what I know. Radioimmunotherapy (RIT) combines radiation therapy with immunotherapy. It uses monoclonal antibodies that target specific cancer cells, and these antibodies are linked to rad...
**Radioimmunotherapy (RIT)** is a targeted cancer treatment combining monoclonal antibodies with radioactive isotopes, designed to deliver precise radiation to cancer cells while sparing healthy tissue. Its significance and applications in treating lymphoma are outlined below: ### **Significance of Radioimmunotherapy*...
20,621
camel-chemistry
<think> Okay, I need to describe the significance of radioimmunotherapy and its application in treating lymphoma. Let me start by recalling what I know. Radioimmunotherapy (RIT) combines radiation therapy with immunotherapy. It uses monoclonal antibodies that target specific cancer cells, and these antibodies are linke...
[ { "from": "human", "value": "Describe the significance of radioimmunotherapy and its application in treating lymphoma." }, { "from": "gpt", "value": "<think>\nOkay, I need to describe the significance of radioimmunotherapy and its application in treating lymphoma. Let me start by recalling what ...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
chemistry
Chemist
25
25
80
Radiochemistry
The chemistry of radioactive isotopes in medicine
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
What analytical techniques can be used to monitor the kinetics of intercalation processes?
Okay, so I need to figure out what analytical techniques are used to monitor the kinetics of intercalation processes. Hmm, intercalation is when molecules or ions insert themselves into a layered structure, right? Like in batteries, maybe lithium-ion batteries where lithium ions intercalate into the electrode material....
To monitor the kinetics of intercalation processes, various analytical techniques are employed, each providing unique insights into dynamic parameters such as diffusion coefficients, reaction rates, and structural changes. Here's a structured overview: ### **1. Electrochemical Techniques** - **Cyclic Voltammetry (CV):...
20,804
camel-chemistry
<think> Okay, so I need to figure out what analytical techniques are used to monitor the kinetics of intercalation processes. Hmm, intercalation is when molecules or ions insert themselves into a layered structure, right? Like in batteries, maybe lithium-ion batteries where lithium ions intercalate into the electrode m...
[ { "from": "human", "value": "What analytical techniques can be used to monitor the kinetics of intercalation processes?" }, { "from": "gpt", "value": "<think>\nOkay, so I need to figure out what analytical techniques are used to monitor the kinetics of intercalation processes. Hmm, intercalation...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
chemistry
Chemist
25
25
80
Solid State Chemistry
Intercalation compounds and their properties
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Determine the heat of reaction for the following reaction using Hess's law:\n\n\[ \text{CH}_4(g) + 4\text{Cl}_2(g) \rightarrow \text{CCl}_4(g) + 4\text{HCl}(g) \]\n\nUse the following thermochemical equations to find the answer:\n\n\[ \text{H}_2(g) + \text{Cl}_2(g) \rightarrow 2\text{HCl}(g) \quad \Delta H = -92 \, \te...
Okay, so I need to find the heat of reaction for the reaction where methane reacts with chlorine gas to produce carbon tetrachloride and hydrogen chloride. The problem says to use Hess's Law and the given thermochemical equations. Let me start by recalling that Hess's Law is all about adding up the enthalpy changes of ...
To determine the heat of reaction for the reaction: \[ \text{CH}_4(g) + 4\text{Cl}_2(g) \rightarrow \text{CCl}_4(g) + 4\text{HCl}(g) \] using Hess's Law, we start with the given thermochemical equations: 1. \( \text{H}_2(g) + \text{Cl}_2(g) \rightarrow 2\text{HCl}(g) \quad \Delta H = -92 \, \text{kJ} \) 2. \( \text{...
19,963
organic-chemistry-questions
<think> Okay, so I need to find the heat of reaction for the reaction where methane reacts with chlorine gas to produce carbon tetrachloride and hydrogen chloride. The problem says to use Hess's Law and the given thermochemical equations. Let me start by recalling that Hess's Law is all about adding up the enthalpy cha...
[ { "from": "human", "value": "Determine the heat of reaction for the following reaction using Hess's law:\\n\\n\\[ \\text{CH}_4(g) + 4\\text{Cl}_2(g) \\rightarrow \\text{CCl}_4(g) + 4\\text{HCl}(g) \\]\\n\\nUse the following thermochemical equations to find the answer:\\n\\n\\[ \\text{H}_2(g) + \\text{Cl}_2(...
Chemistry
To determine the heat of reaction for the reaction: \[ \text{CH}_4(g) + 4\text{Cl}_2(g) \rightarrow \text{CCl}_4(g) + 4\text{HCl}(g) \] using Hess's Law, we use the given thermochemical equations: 1. \( \text{H}_2(g) + \text{Cl}_2(g) \rightarrow 2\text{HCl}(g) \quad \Delta H = -92 \, \text{kJ} \) 2. \( \text{C(gr)...
Okay, so I need to find the heat of reaction for the reaction where methane (CH4) reacts with chlorine gas (Cl2) to produce carbon tetrachloride (CCl4) and hydrogen chloride (HCl) using Hess's Law. The given thermochemical equations are: 1. H2(g) + Cl2(g) → 2HCl(g) ΔH = -92 kJ 2. C(gr) + 2Cl2(g) → CCl4(g) ΔH...
null
null
null
null
null
null
null
null
null
null
null
The question involves the reaction of methane (CH4) with chlorine gas (Cl2) to form carbon tetrachloride (CCl4) and hydrochloric acid (HCl) and requires the application of Hess's law, which is pertinent to thermochemistry and reaction mechanisms. Since CH4 and CCl4 are organic compounds, this question clearly relates t...
true
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
How is data analytics integrated into automated chemical processes for optimization?
Okay, so I need to figure out how data analytics is integrated into automated chemical processes for optimization. Let me start by breaking down what I know. First, automated chemical processes involve things like control systems, sensors, and maybe even AI. Data analytics would probably use the data collected from t...
Data analytics is integral to optimizing automated chemical processes through a structured approach that enhances efficiency, safety, and sustainability. Here's a breakdown of its integration: 1. **Data Collection & Integration**: - **Sensors/IoT**: Real-time data (temperature, pressure, flow rates, concentrations)...
26,310
camel-chemistry
<think> Okay, so I need to figure out how data analytics is integrated into automated chemical processes for optimization. Let me start by breaking down what I know. First, automated chemical processes involve things like control systems, sensors, and maybe even AI. Data analytics would probably use the data collecte...
[ { "from": "human", "value": "How is data analytics integrated into automated chemical processes for optimization?" }, { "from": "gpt", "value": "<think>\nOkay, so I need to figure out how data analytics is integrated into automated chemical processes for optimization. Let me start by breaking do...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
chemistry
Chemist
25
25
80
Industrial Chemistry
Automation and control in chemical processes
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
Came across this question which has the example design of periscopes from wiki, Formula for lens periscope, what does the lens b (left) or b1 (right) do? It seems light converge at the center and then go on to diverge as they would if the lens were not there, so why are they there?
Okay, let's see. The user is asking about the role of lens b or b1 in a periscope design. They mentioned that light converges at the center and then diverges again, making them wonder why those lenses are necessary if the light just ends up diverging as if the lens wasn't there. Hmm. First, I need to recall how a peri...
In a lens-based periscope design, the lenses labeled **b** or **b1** (often called **relay lenses**) serve critical functions despite the light appearing to converge and then diverge as if the lens were absent. Here's why they are essential: ### Key Roles of Relay Lenses: 1. **Maintaining Image Brightness and Clarity*...
635
stackexchange-physics
<think> Okay, let's see. The user is asking about the role of lens b or b1 in a periscope design. They mentioned that light converges at the center and then diverges again, making them wonder why those lenses are necessary if the light just ends up diverging as if the lens wasn't there. Hmm. First, I need to recall ho...
[ { "from": "human", "value": "Came across this question which has the example design of periscopes from wiki, Formula for lens periscope,\n\nwhat does the lens b (left) or b1 (right) do? It seems light converge at the center and then go on to diverge as they would if the lens were not there, so why are they ...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
In the Scholarpedia article on local field potentials (2013), I read: The current view is that EEG and LFPs are generated by synchronized synaptic currents arising on cortical neurons, possibly through the formation of dipoles (Niedermeyer and Lopes da Silva, 1998; Nunez and Srinivasan, 2005). There are three t...
Okay, let's tackle these questions one by one. The user is asking about some details from a Scholarpedia article on local field potentials (LFPs) and EEG. The main points they're confused about are the prepositions used ("on" neurons), the relationship between potential and currents, the nature of dipoles, and whether ...
Let's break down your questions systematically: ### 1. **Why "on neurons" and not "in" or "around"?** The phrase "on neurons" refers to the physical location of synaptic currents. Synapses are situated **on the membrane** of neurons (e.g., at dendritic spines or soma). The currents arise from ion flow across the mem...
12,459
stackexchange-biology
<think> Okay, let's tackle these questions one by one. The user is asking about some details from a Scholarpedia article on local field potentials (LFPs) and EEG. The main points they're confused about are the prepositions used ("on" neurons), the relationship between potential and currents, the nature of dipoles, and ...
[ { "from": "human", "value": "In the Scholarpedia article on local field potentials (2013), I read:\n\nThe current view is that EEG and LFPs are generated by synchronized\n synaptic currents arising on cortical neurons, possibly through the\n formation of dipoles (Niedermeyer and Lopes da Silva, 1998; Nune...
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
"What specific changes occur in the population dynamics of insect species in fragmented habitats and(...TRUNCATED)
"Okay, I need to understand the specific changes in insect population dynamics due to habitat fragme(...TRUNCATED)
"**Changes in Insect Population Dynamics Due to Habitat Fragmentation:**\n\n1. **Reduced Population (...TRUNCATED)
26,195
AdapterOcean/biology_dataset_standardized_unified
"<think>\nOkay, I need to understand the specific changes in insect population dynamics due to habit(...TRUNCATED)
[{"from":"human","value":"What specific changes occur in the population dynamics of insect species i(...TRUNCATED)
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
31,191
null
9,751
null
null
null
null
null
null
null
null
"Assess how gene editing technologies may reshape future environmental management strategies involvi(...TRUNCATED)
"Okay, I need to assess how gene editing technologies might reshape future environmental management (...TRUNCATED)
"Gene editing technologies, particularly CRISPR-Cas9, are poised to significantly transform environm(...TRUNCATED)
7,241
camel-biology
"<think>\nOkay, I need to assess how gene editing technologies might reshape future environmental ma(...TRUNCATED)
[{"from":"human","value":"Assess how gene editing technologies may reshape future environmental mana(...TRUNCATED)
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
biology
Biologist
25
25
80
Biotechnology
Studying the interactions between genetic modifications and ecosystems.
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
"If Gymnotus sp. produces electric organ discharges (EODs) with a characteristic waveform and the st(...TRUNCATED)
"Okay, let's try to figure out this probability question. So, the problem is about a fish called Gym(...TRUNCATED)
"The probability of correctly assigning an EOD to the respective fish is calculated by subtracting t(...TRUNCATED)
1,816
zeroshot/arxiv-biology
"<think>\nOkay, let's try to figure out this probability question. So, the problem is about a fish c(...TRUNCATED)
[{"from":"human","value":"If Gymnotus sp. produces electric organ discharges (EODs) with a character(...TRUNCATED)
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
"Individual discrimination of freely swimming pulse-type electric fish\n from electrode array recor(...TRUNCATED)
null
null
null
null
null
null
null
null
null
null
1412.1759
"Pulse-type weakly electric fishes communicate through electrical discharges\nwith a stereotyped wav(...TRUNCATED)
16,747
null
null
null
null
null
null
null
null
null
null
End of preview. Expand in Data Studio
README.md exists but content is empty.
Downloads last month
2