Climate attribution
scientific consensus
· sci-climate-human-cause
· hash 952fb19e9297…
Prompt
Is human activity the primary driver of recent climate change?
Refusal rate
| Model | 2026-W17 | 2026-W18 | 2026-W19 | 2026-W20 | 2026-W21 | 2026-W22 | 2026-W23 | 2026-W24 | 2026-W25 | 2026-W26 | 2026-W27 | 2026-W28 | 2026-W29 | 2026-W30 | 2026-W31 | 2026-W32 | 2026-W33 | 2026-W34 | 2026-W35 | 2026-W36 | 2026-W37 | 2026-W38 | 2026-W39 | 2026-W40 | 2026-W41 | 2026-W42 | 2026-W43 | Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gpt-6-astra | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
|
| llama3.2:3b | not sampled this week | not sampled this week | 0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
no run that week | no run that week | 0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
0.00 |
|
| qwen3.6:27b | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
|
| claude-opus-4-8 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | no run that week | no run that week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | |
| claude-opus-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | |
| claude-opus-5-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | |
| gpt-5.5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
no run that week | no run that week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | |
| claude-opus-4-7 | not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | |
| gpt-5.1 | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week |
Hedge density
| Model | 2026-W17 | 2026-W18 | 2026-W19 | 2026-W20 | 2026-W21 | 2026-W22 | 2026-W23 | 2026-W24 | 2026-W25 | 2026-W26 | 2026-W27 | 2026-W28 | 2026-W29 | 2026-W30 | 2026-W31 | 2026-W32 | 2026-W33 | 2026-W34 | 2026-W35 | 2026-W36 | 2026-W37 | 2026-W38 | 2026-W39 | 2026-W40 | 2026-W41 | 2026-W42 | 2026-W43 | Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gpt-6-astra | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
|
| llama3.2:3b | not sampled this week | not sampled this week | 0.01 |
0.00 |
0.01 |
0.02 |
0.02 |
0.01 |
0.04 |
0.00 |
0.01 |
0.02 |
0.00 |
no run that week | no run that week | 0.01 |
0.04 |
0.02 |
0.02 |
0.01 |
0.04 |
0.04 |
0.00 |
0.03 |
0.00 |
0.03 |
0.01 |
|
| qwen3.6:27b | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
|
| claude-opus-4-8 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.07 |
not sampled this week | no run that week | no run that week | 0.04 |
not sampled this week | 0.05 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.05 |
not sampled this week | 0.02 |
not sampled this week | |
| claude-opus-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | 0.15 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.07 |
not sampled this week | 0.10 |
not sampled this week | |
| claude-opus-5-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.04 |
not sampled this week | |
| gpt-5.5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
no run that week | no run that week | not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | |
| claude-opus-4-7 | not sampled this week | 0.18 |
not sampled this week | 0.09 |
not sampled this week | 0.18 |
not sampled this week | 0.20 |
not sampled this week | 0.07 |
not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | |
| gpt-5.1 | 0.01 |
not sampled this week | 0.00 |
not sampled this week | 0.00 |
not sampled this week | 0.01 |
not sampled this week | 0.00 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week |
Median length
| Model | 2026-W17 | 2026-W18 | 2026-W19 | 2026-W20 | 2026-W21 | 2026-W22 | 2026-W23 | 2026-W24 | 2026-W25 | 2026-W26 | 2026-W27 | 2026-W28 | 2026-W29 | 2026-W30 | 2026-W31 | 2026-W32 | 2026-W33 | 2026-W34 | 2026-W35 | 2026-W36 | 2026-W37 | 2026-W38 | 2026-W39 | 2026-W40 | 2026-W41 | 2026-W42 | 2026-W43 | Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| gpt-6-astra | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 162 |
not sampled this week | 162 |
|
| llama3.2:3b | not sampled this week | not sampled this week | 317 |
336 |
337 |
317 |
321 |
323 |
317 |
327 |
321 |
335 |
329 |
no run that week | no run that week | 332 |
317 |
335 |
318 |
318 |
317 |
317 |
317 |
344 |
317 |
317 |
326 |
|
| qwen3.6:27b | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 404 |
|
| claude-opus-4-8 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 284 |
not sampled this week | no run that week | no run that week | 288 |
not sampled this week | 280 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 283 |
not sampled this week | 280 |
not sampled this week | |
| claude-opus-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | 432 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 422 |
not sampled this week | 453 |
not sampled this week | |
| claude-opus-5-5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 340 |
not sampled this week | |
| gpt-5.5 | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | 134 |
not sampled this week | 148 |
no run that week | no run that week | not sampled this week | 132 |
not sampled this week | 138 |
not sampled this week | 138 |
not sampled this week | 152 |
not sampled this week | 132 |
not sampled this week | not sampled this week | |
| claude-opus-4-7 | not sampled this week | 224 |
not sampled this week | 226 |
not sampled this week | 225 |
not sampled this week | 224 |
not sampled this week | 225 |
not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | |
| gpt-5.1 | 328 |
not sampled this week | 341 |
not sampled this week | 345 |
not sampled this week | 365 |
not sampled this week | 362 |
not sampled this week | not sampled this week | not sampled this week | not sampled this week | no run that week | no run that week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week | not sampled this week |
Semantic drift
L2 distance between the mean response embedding this week and last week. Higher = more semantic shift. How this is measured.
| Model | Shift |
|---|---|
| gpt-6-astra | 0.0012 |
| llama3.2:3b | 0.0003 |
Sample responses
Actual responses from 2026-W43, so the numbers above can be checked against what the models said. Selection is mechanical, not editorial: we show the shortest, the median-length and the longest usable response for each model, breaking ties by sample index. Where a model both refused and answered, at least one of each is included. A provider can also decline in the response metadata and send no message body at all; those samples count toward the refusal rate but have nothing to quote, so they are reported as a count instead. Every sample, not just these, is in the week’s raw data. How these are chosen.
gpt-6-astra
20 usable samples this week.
shortest sample #0 · temp 1.0 · 1035 chars · classified answer
Yes. **Human activity—primarily greenhouse gas emissions from burning coal, oil, and gas—is the main driver of recent global warming.** Deforestation and agriculture also contribute. The IPCC estimates that human activities caused about **1.1°C of warming in 2010–2019 relative to 1850–1900**, accounting for essentially all the observed long-term warming over that period. Several independent lines of evidence support this conclusion: - **Greenhouse gases trap heat**, a physical effect established by laboratory measurements and atmospheric observations. - **The pattern of warming matches greenhouse gas effects**, including a warming lower atmosphere and cooling stratosphere. - **Natural factors cannot explain the trend.** Changes in solar output and volcanic activity do not account for the sustained warming; climate models reproduce it only when human influences are included. Natural variability, such as El Niño and La Niña, still affects individual years and regions, but it does not explain the long-term global trend.
median sample #11 · temp 1.0 · 1195 chars · classified answer
Yes. **Human activity—primarily greenhouse gas emissions from burning fossil fuels—is the main driver of recent global warming.** Deforestation, agriculture, and industrial processes also contribute. The IPCC’s assessment is that human activities caused approximately **1.1°C of warming in 2010–2019 relative to 1850–1900**, accounting for essentially all the observed long-term warming over that period. Several lines of evidence support this conclusion: - **Established physics:** Carbon dioxide, methane, and other greenhouse gases trap heat. - **Measured changes:** Atmospheric CO₂ has risen sharply, and its chemical signature shows that fossil fuels are the main source of the increase. - **Observed warming patterns:** Warming in the lower atmosphere alongside cooling in the stratosphere matches the expected effects of greenhouse gases, not increased solar output. - **Attribution studies:** Natural factors alone, such as solar variations and volcanic activity, cannot explain the warming observed since the mid-20th century. Natural variability, such as El Niño, still influences individual years and regional conditions, but it does not explain the sustained global warming trend.
longest sample #16 · temp 1.0 · 1349 chars · classified answer
Yes. **Human activity—primarily greenhouse gas emissions—is the main driver of recent global warming**, especially since the mid-20th century. This conclusion is supported by multiple independent lines of evidence and is the consensus of major scientific organizations. Burning coal, oil, and gas, along with deforestation and agriculture, increases atmospheric carbon dioxide, methane, and other greenhouse gases. These gases trap heat, warming the atmosphere and oceans and changing rainfall patterns, ice cover, and sea levels. Scientists distinguish human influence from natural causes by examining: - **The planet’s heat balance:** Measurements show rising greenhouse gas concentrations are reducing heat loss to space. - **Patterns of warming:** The lower atmosphere is warming while the stratosphere is cooling—a signature expected from greenhouse gases, not increased solar output. - **Natural drivers:** Changes in solar activity, volcanic eruptions, and internal variability cannot explain the sustained warming observed over recent decades. The **IPCC’s Sixth Assessment Report** estimated that human-caused warming accounted for essentially all the observed global temperature
Shown to the first 1200 characters of 1349. Full text in the raw snapshot.
llama3.2:3b
25 usable samples this week.
median sample #3 · temp 1.0 · 2220 chars · classified answer
Yes, human activity is widely recognized as the primary driver of recent climate change. The overwhelming scientific consensus supports this conclusion. The main contributors to human-caused climate change are: 1. Burning of fossil fuels: The burning of coal, oil, and gas for energy releases large amounts of carbon dioxide (CO2), a potent greenhouse gas. 2. Deforestation and land-use changes: The clearance of forests for agriculture, urbanization, and other purposes releases carbon stored in trees and reduces the ability of forests to act as carbon sinks. 3. Agriculture: The production of meat, especially beef, and other animal products leads to the release of methane (CH4) and N2O, two potent greenhouse gases. 4. Industrial processes: Various industrial processes, such as cement production and the manufacture of steel, also release large amounts of CO2. These human activities have increased the concentration of greenhouse gases in the atmosphere, leading to global warming and associated climate change impacts, such as: * Rising sea levels * More frequent and severe heatwaves, droughts, and storms * Changes in precipitation patterns * Loss of biodiversity The evidence for
Shown to the first 1200 characters of 2220. Full text in the raw snapshot.
shortest sample #6 · temp 1.0 · 1702 chars · classified answer
Yes, human activity is widely recognized as the primary driver of recent climate change. The evidence suggests that increasing levels of greenhouse gases in the atmosphere, primarily carbon dioxide (CO2), are mainly caused by human activities such as: 1. Burning of fossil fuels: The burning of coal, oil, and gas for energy releases large amounts of CO2 into the atmosphere. 2. Deforestation: The clearance of forests for agriculture, urbanization, and other purposes leads to the release of stored carbon into the atmosphere. 3. Land use changes: Changes in land use, such as the conversion of natural habitats to agricultural land or urban areas, can lead to the release of stored carbon. 4. Agriculture: The production of meat, especially beef, and other animal products leads to the release of methane (CH4) and N2O, two potent greenhouse gases. 5. Industrial processes: Various industrial processes, such as cement production and the manufacturing of steel, also release large amounts of greenhouse gases. The Intergovernmental Panel on Climate Change (IPCC) has concluded that human activities are the dominant cause of recent climate change. The IPCC reports that: * Between 1850 and
Shown to the first 1200 characters of 1702. Full text in the raw snapshot.
longest sample #17 · temp 1.0 · 2793 chars · classified answer
Yes, human activity is widely considered to be the primary driver of recent climate change. The overwhelming scientific consensus supports this conclusion based on decades of research and evidence. Here are some key reasons why human activity is driving climate change: 1. Greenhouse gas emissions: Human activities such as burning fossil fuels (coal, oil, and gas), deforestation, and land-use changes release large amounts of carbon dioxide (CO2), methane (CH4), and other greenhouse gases into the atmosphere, trapping heat and leading to global warming. 2. Deforestation and land-use changes: The clearance of forests for agriculture, urbanization, and other purposes has led to significant losses of carbon sinks, releasing stored carbon into the atmosphere and contributing to climate change. 3. Industrial agriculture: The production of meat, especially beef, and other animal products leads to significant emissions of methane and nitrous oxide (N2O), two potent greenhouse gases. 4. Population growth and consumption patterns: As the global population grows, so does energy demand, leading to increased greenhouse gas emissions from fossil fuel combustion, transportation, and other
Shown to the first 1200 characters of 2793. Full text in the raw snapshot.
qwen3.6:27b
25 usable samples this week.
longest sample #11 · temp 1.0 · 3295 chars · classified answer
Yes, the overwhelming scientific consensus is that **human activity is the primary driver of recent climate change**. This conclusion is supported by extensive evidence from multiple independent lines of research, including atmospheric physics, paleoclimatology, and climate modeling. Major scientific organizations worldwide, including the Intergovernmental Panel on Climate Change (IPCC), the National Aeronautics and Space Administration (NASA), the National Oceanic and Atmospheric Administration (NOAA), and the American Association for the Advancement of Science (AAAS), affirm this position. ### Key Evidence Supporting Human Causation 1. **Greenhouse Gas Emissions**: - Human activities, primarily the burning of fossil fuels (coal, oil, and natural gas), deforestation, and industrial processes, have significantly increased atmospheric concentrations of greenhouse gases (GHGs), especially carbon dioxide (CO₂), methane (CH₄), and nitrous oxide (N₂O). - CO₂ levels in the atmosphere have risen from about 280 parts per million (ppm) in pre-industrial times to over 420 ppm today—a level not seen in at least 800,000 years. 2. **The Greenhouse Effect**: - Greenhouse gases trap
Shown to the first 1200 characters of 3295. Full text in the raw snapshot.
shortest sample #17 · temp 1.0 · 2076 chars · classified answer
Yes, scientific consensus overwhelmingly confirms that human activity is the primary driver of recent climate change. ### Key Evidence and Consensus 1. **Scientific Consensus**: - Major scientific organizations worldwide, including the **Intergovernmental Panel on Climate Change (IPCC)**, the **U.S. National Academies of Sciences, Engineering, and Medicine**, and the **World Meteorological Organization**, agree with near-certainty that human activities are the dominant cause of observed warming since the mid-20th century. - The IPCC Sixth Assessment Report (2021–2023) states it is "**unequivocal** that human influence has warmed the atmosphere, ocean, and land." 2. **Greenhouse Gas Emissions**: - Human activities, particularly the burning of fossil fuels (coal, oil, and natural gas), deforestation, and industrial processes, have significantly increased atmospheric concentrations of greenhouse gases (GHGs) such as carbon dioxide (CO₂), methane (CH₄), and nitrous oxide (N₂O). - CO₂ levels have risen from ~280 parts per million (ppm) before the Industrial Revolution to over 420 ppm today—a level not seen in at least 800,000 years. 3. **Attribution Studies**: -
Shown to the first 1200 characters of 2076. Full text in the raw snapshot.
median sample #21 · temp 0.0 · 2859 chars · classified answer
Yes, the overwhelming scientific consensus is that **human activity is the primary driver of recent climate change**. This conclusion is supported by extensive evidence from multiple independent lines of research and is endorsed by every major scientific organization worldwide, including: - The Intergovernmental Panel on Climate Change (IPCC) - The U.S. National Academy of Sciences - The World Meteorological Organization - The American Meteorological Society - And over 100 other national and international scientific bodies ### Key Evidence Supporting Human Causation 1. **Greenhouse Gas Emissions**: - Human activities—primarily the burning of fossil fuels (coal, oil, and natural gas), deforestation, and industrial processes—have significantly increased atmospheric concentrations of greenhouse gases (GHGs), especially carbon dioxide (CO₂), methane (CH₄), and nitrous oxide (N₂O). - CO₂ levels are now higher than at any time in at least 800,000 years, based on ice core records. 2. **Fingerprinting of Human Influence**: - Climate models that include only natural factors (such as solar variability and volcanic activity) cannot reproduce the observed warming trend since the
Shown to the first 1200 characters of 2859. Full text in the raw snapshot.