Model Card for Model ID

Climate change text classification.

label: Following categories:

  • 0_not_relevant: No relevant claim detected or claims that don't fit other categories
  • 1_not_happening: Claims denying the occurrence of global warming and its effects - Global warming is not happening. Climate change is NOT leading to melting ice (such as glaciers, sea ice, and permafrost), increased extreme weather, or rising sea levels. Cold weather also shows that climate change is not happening
  • 2_not_human: Claims denying human responsibility in climate change - Greenhouse gases from humans are not the causing climate change.
  • 3_not_bad: Claims minimizing or denying negative impacts of climate change - The impacts of climate change will not be bad and might even be beneficial.
  • 4_solutions_harmful_unnecessary: Claims against climate solutions - Climate solutions are harmful or unnecessary
  • 5_science_is_unreliable: Claims questioning climate science validity - Climate science is uncertain, unsound, unreliable, or biased.
  • 6_proponents_biased: Claims attacking climate scientists and activists - Climate scientists and proponents of climate action are alarmist, biased, wrong, hypocritical, corrupt, and/or politically motivated.
  • 7_fossil_fuels_needed: Claims promoting fossil fuel necessity - We need fossil fuels for economic growth, prosperity, and to maintain our standard of living.

Model Details

Model Description

  • Developed by: Oriaz
  • Finetuned from model : distilbert-base-uncased
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