{"id":"W3196264930","doi":"10.1038/s41589-021-00864-w","title":"Dan Salah Tawfik (1955–2021)","year":2021,"lang":"en","type":"article","venue":"Nature Chemical Biology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Michael Smith Health Research BC; University of British Columbia","funders":"","keywords":"Intuition; Engineering ethics; Political science; Nanotechnology; Philosophy; Epistemology; Engineering; Materials science","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":[0.0007904182,0.001275482,0.0006402068,0.001206194,0.001077503,0.001512402,0.0004973593,0.001358449,0.04725757],"category_scores_gemma":[0.001181665,0.0003401654,0.0003127109,0.0007712466,0.0008987743,0.001392473,0.001943363,0.002465042,0.03126328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521643,"about_ca_system_score_gemma":0.00146213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444017,"about_ca_topic_score_gemma":0.00299027,"domain_scores_codex":[0.9996269,0.00004366062,0.00002950847,0.0001005674,0.0001377292,0.00006159614],"domain_scores_gemma":[0.9996824,0.00004527665,0.00004457334,0.00001508051,0.0001056494,0.0001069004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005966006,0.00008258681,0.0007552657,0.0006123118,0.00003324205,0.0004474577,0.0003271924,0.0004209827,0.008180798,0.01400104,0.4469117,0.527631],"study_design_scores_gemma":[0.000008443094,0.00004626246,0.0005402382,0.00008258493,0.000006819569,0.0001906907,0.0000314686,0.00006780417,0.001630287,0.00155539,0.9958294,0.00001058442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01342847,0.4175698,0.01031808,0.1022424,0.2173747,0.0002247148,0.002547099,0.0006813851,0.2356134],"genre_scores_gemma":[0.03037992,0.06800944,0.003200943,0.007467242,0.01493808,0.0001154114,0.0007080858,0.00026887,0.874912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04725757,"threshold_uncertainty_score":0.1580923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004456194786138041,"score_gpt":0.253546735997531,"score_spread":0.2490905412113929,"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."}}