{"id":"W6929466774","doi":"10.48660/18100046","title":"Fault-tolerant gates via homological product codes","year":2018,"lang":"en","type":"other","venue":"PIRSA","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Product (mathematics); Algebra over a field; Code (set theory); Boolean function; Encoding (memory); Sequence (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008653876,0.0002461887,0.000220712,0.00004786009,0.00004061112,0.00001553164,0.0002461871,0.0003645236,0.001384211],"category_scores_gemma":[0.00004150291,0.0002066615,0.00009774465,0.00005026161,0.0002215344,4.277428e-7,0.0001221283,0.00008569499,0.0006367402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009200162,"about_ca_system_score_gemma":0.00004792726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003782775,"about_ca_topic_score_gemma":0.0002929575,"domain_scores_codex":[0.9989163,0.00005131892,0.0001542519,0.0005035905,0.0001193926,0.0002551503],"domain_scores_gemma":[0.9992785,0.000003304218,0.0001009197,0.000489714,0.00005000574,0.00007759943],"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":[0.00002957554,0.00009330989,0.0006403083,0.00004413816,0.0001044139,0.000005857718,0.00001001539,0.00001082759,0.01716722,0.00005917143,0.9799886,0.001846519],"study_design_scores_gemma":[0.0002019017,0.0002261406,0.0002901516,0.00002528607,0.00002698307,0.00002825463,0.000005489924,0.0001504713,0.002336831,0.00007440009,0.9963251,0.0003089258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007420415,0.01144034,0.009408177,0.0004357491,0.001293804,0.0007349058,0.0001818131,0.0002269196,0.9688579],"genre_scores_gemma":[0.033365,0.0008699058,0.002368714,0.0003572937,0.001947588,0.00003190688,0.0007899451,0.0002460925,0.9600236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02594459,"threshold_uncertainty_score":0.9995286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358604798873273,"score_gpt":0.248602118227507,"score_spread":0.2402435134286338,"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."}}