concept_threshold: 0.5
ai_cb_terms:
  - artificial intelligence
  - machine learning
  - deep learning
  - data science
genom_cb_terms:
  - genomic
  - genome
inst_meta_vars:
  - id
  - display_name
  - country_code
  - type
  - homepage_url
work_meta_vars:
  - id
  - doi
  - display_name
  - publication_year
  - publication_date
  - cited_by_count
  - is_retracted
venue_meta_vars:
  - id
  - display_name
  - url
ai_terms:
  - " ai "
  - " ann "
  - " gan "
  - " gnn "
  - " cnn "
  - " rnn "
  - " dnn "
  - " nlp "
  - " cnn "
  - natural language processing
  - transformer
  - encoder
  - accuracy
  - artificial
  - artificial intelligence
  - bayes
  - classifier
  - convolution
  - deep
  - generative
  - machine
  - machine learning
  - predict
  - reinforcement
  - representation
  - state of the art
  - state-of-the-art
  - pattern recognition
  - accuracy
  - statistical
  - supervis
  - train
  - clustering
  - federat
  - rbf
  - unsupervis
ai_cats:
  - cs.CL
  - cs.AI
  - cs.NE
  - cs.CV
  - cs.LG
  - stat.ML
  - cs.IR
  - cs.SO
  - q-bio.QM
  - math.ST
ai_conf_acronyms:
  - neurips
  - icml
  - cvf
  - eccv
  - aaai
  - pmlr
  - sigkdd
  - ijcai
  - acl
ai_terms_genetics:
  - random forest
  - " svm "
  - logistic regress
gtr_topic_search:
  - genom
  - genetic
  - artificial intelligence
gtr_genom_concepts:
  - Genomics
  - Functional genomics
  - Environmental Genomics
  - Genome organisation
gtr_ai_concepts:
  - Artificial Intelligence
gtr_ai_abstract:
  - random forest
  - " svm "
  - "logistic "
  - lasso
  - machine learning
  - deep learning
  - " ai "
  - " ann "
  - " gan "
  - " gnn "
  - " rnn "
  - " dnn "
  - " nlp "
  - supervised
  - unsupervised
  - reinforcement learning
  - convolutional
  - " cnn "
  - artificial intelligence
  - bayesian
  - transfer learning
  - artificial neural network
  - data science
  - data analytics
  - predictive analytics
selection_criteria:
  concepts:
    - Artificial intelligence
    - Machine learning
    - Deep learning
  thresholds:
    - 0.3
    - 0.71
    - 0.1
gtr_genom_abstract:
  - genomics
  - genome
  - gwas
uspto_file: "inputs/patent_data/uspto/ai_model_predictions.tsv.zip"
ai_genomics_patents_file: "/outputs/patent_data/ai_genomics_patent_ids.csv"
sql_table: "golden-shine-355915.genomics.*"
patent_class_codes_path: "inputs/patent_data/"