{"id":"W2793920262","doi":"10.1038/s41567-018-0061-8","title":"Enter the machine","year":2018,"lang":"en","type":"article","venue":"Nature Physics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Physics; Quantum; Quantum tomography; Tomography; Quantum state; Theoretical physics; Statistical physics; Quantum mechanics; Optics","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":[0.0001022234,0.00009743463,0.00007017072,0.00001273964,0.0002133293,0.0001023362,0.0009291212,0.00006091979,0.000004553612],"category_scores_gemma":[0.00001174334,0.00005403738,0.00005750848,0.0002859859,0.00007015618,0.00007904657,0.0002820565,0.0005291426,0.00007171408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006879332,"about_ca_system_score_gemma":0.00001707542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004315742,"about_ca_topic_score_gemma":0.000002071381,"domain_scores_codex":[0.9993045,0.00003353492,0.00006689505,0.0002142407,0.0001962159,0.0001846065],"domain_scores_gemma":[0.9992877,0.000059331,0.00003755382,0.0005191988,0.0000639369,0.00003229539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005497916,0.00008659959,0.0002128058,0.000007337251,0.00003953799,0.000009218773,0.002247134,0.0002397123,0.0006729868,0.308824,0.01912305,0.6685321],"study_design_scores_gemma":[0.0001972948,0.00009977733,0.001307165,0.00001594812,0.000005142432,0.00002330185,0.000003407378,0.8031826,0.005093166,0.07024208,0.1196416,0.0001884974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02455831,0.0005630538,0.9545237,0.01065181,0.002441289,0.0001371782,0.000004597587,0.00033767,0.006782327],"genre_scores_gemma":[0.9778224,0.000001681898,0.01658299,0.003753335,0.001679085,0.000001492218,0.000001215523,0.000007118356,0.0001506452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532641,"threshold_uncertainty_score":0.2298891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005108843495230061,"score_gpt":0.239475502000982,"score_spread":0.2343666585057519,"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."}}