{"id":"W6948523652","doi":"10.48660/05050024","title":"A unified and generalized approach to quantum error correction","year":2005,"lang":"en","type":"other","venue":"PIRSA","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Quantum; Quantum error correction; Error detection and correction; Quantum algorithm; Quantum system; Stability (learning theory); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005266229,0.0002026967,0.0002026446,0.00006290701,0.0000387655,0.00001508736,0.00009721029,0.0002157457,0.00004486664],"category_scores_gemma":[0.0000144321,0.0001913133,0.00005014175,0.00004319424,0.00003516387,1.11283e-7,0.0001094235,0.00005479264,0.00001820365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000733085,"about_ca_system_score_gemma":0.00002444661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714573,"about_ca_topic_score_gemma":0.0002516814,"domain_scores_codex":[0.9992406,0.00002631675,0.0001098632,0.0003882946,0.0000610452,0.0001739188],"domain_scores_gemma":[0.9995891,0.000002543667,0.00006280469,0.0002522012,0.00001891411,0.00007438584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005614943,0.00007539552,0.0002122436,0.00004659216,0.0002230884,6.400051e-7,0.0001125951,0.00006218468,0.06186165,0.0002230241,0.9281562,0.008970221],"study_design_scores_gemma":[0.0002910632,0.00008914109,0.0004888312,0.00001072207,0.00003303608,0.000007698487,0.0000417564,0.00009737191,0.00102135,0.000009905844,0.9976551,0.0002540148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05466764,0.018126,0.002118806,0.0002036951,0.001722036,0.0009295866,0.000124507,0.00003869816,0.922069],"genre_scores_gemma":[0.07806622,0.00284564,0.005681555,0.0006588692,0.002094732,0.0001098721,0.0001876845,0.0003516845,0.9100037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0694989,"threshold_uncertainty_score":0.7801529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719858571408303,"score_gpt":0.2462021589522786,"score_spread":0.2290035732381955,"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."}}