{"id":"W2105057212","doi":"10.1126/science.1106914","title":"Gene Regulation at the Single-Cell Level","year":2005,"lang":"en","type":"article","venue":"Science","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1130,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Gene; Reporter gene; Biology; Function (biology); Escherichia coli; Fusion gene; Transcription (linguistics); Fusion protein; Computational biology; Cell biology; Limiting; Green fluorescent protein; Transcription factor; Cell; Genetics; Gene expression; Recombinant DNA","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601321,0.0001472601,0.0005056978,0.0001668592,0.000138326,0.0007513568,0.0003554198,0.0005178119,0.0005250808],"category_scores_gemma":[0.0007807736,0.0001417917,0.0001753895,0.0001963471,0.0004852065,0.000632632,0.0001996406,0.0004964406,0.0003387144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006386288,"about_ca_system_score_gemma":0.000277939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006624543,"about_ca_topic_score_gemma":0.0004858336,"domain_scores_codex":[0.9997402,0.000025632,0.0000125155,0.0001236675,0.00007372745,0.00002423005],"domain_scores_gemma":[0.9996986,0.000125595,0.00004508418,0.00006291481,0.00004370792,0.00002414333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004699386,0.00001664375,0.00187195,0.00007098724,0.00001412199,0.00005532553,0.00004755125,0.01083725,0.9679627,0.007602674,0.0001766804,0.01129721],"study_design_scores_gemma":[0.00001361905,0.0001065262,0.007957659,0.00001222177,0.000037632,0.0002375695,0.00005571141,0.1780305,0.7915622,0.01223601,0.009709619,0.0000408271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7861438,0.002149336,0.206511,0.0004024262,0.00008053377,0.00002964436,0.0006638501,0.00103984,0.002979619],"genre_scores_gemma":[0.9812838,0.0007113251,0.01674924,0.00007455608,0.00001260557,0.0000288353,0.0002100206,0.00003956706,0.0008900264],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007513568,"threshold_uncertainty_score":0.004633665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018384961383521,"score_gpt":0.2349622722649972,"score_spread":0.214778422651162,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}