{"id":"W1906108628","doi":"10.1038/ncomms8908","title":"Generic emergence of classical features in quantum Darwinism","year":2015,"lang":"en","type":"article","venue":"Nature Communications","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council; Ontario Centres of Excellence; Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Canadian Institute for Advanced Research","keywords":"Quantum; Computer science; Quantum discord; Quantum system; Categorization; Quantum information; Darwinism; Statistical physics; Theoretical physics; Open quantum system; Theoretical computer science; Physics; Quantum mechanics; Artificial intelligence; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001868458,0.00009492135,0.0001493581,0.0000726129,0.00007528531,0.00001214388,0.0008743826,0.0001007422,0.00004549352],"category_scores_gemma":[0.00002424225,0.00009018394,0.00006174224,0.0004582583,0.00007266874,0.00006238804,0.0002322164,0.0006123096,0.00001800307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001138181,"about_ca_system_score_gemma":0.0001089363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038716,"about_ca_topic_score_gemma":0.00009950043,"domain_scores_codex":[0.9992658,0.00007016718,0.000242822,0.0001439681,0.0001392703,0.0001379818],"domain_scores_gemma":[0.9983836,0.00007894185,0.000108186,0.001213573,0.0001340983,0.00008162887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002497525,0.0002276074,0.002245849,0.000001419445,0.00001066604,7.554694e-8,0.0002202938,0.00001757281,0.001162453,0.983527,0.01123292,0.001351628],"study_design_scores_gemma":[0.001229101,0.00009825896,0.02380658,0.00006047352,0.00006526614,0.00000278876,0.004445181,0.03472038,0.003515088,0.6757873,0.25564,0.0006295916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6181486,0.02683554,0.03006084,0.05435939,0.001987861,0.002540522,0.0008557136,0.0003087358,0.2649028],"genre_scores_gemma":[0.9970027,0.00004820658,0.002560433,0.00006747699,0.00005683529,0.00007299282,0.0001132008,0.0000112464,0.00006688334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3788542,"threshold_uncertainty_score":0.3677594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044595113185283,"score_gpt":0.328482117177698,"score_spread":0.2880361660458452,"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."}}