{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209003,0.000491119,0.0005249798,0.0005546458,0.002267493,0.003150434,0.0009905408,0.001565922,0.1469427],"category_scores_gemma":[0.00430567,0.0002965559,0.0004121026,0.0003892847,0.002493575,0.007389165,0.003588515,0.003449905,0.04872462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090856,"about_ca_system_score_gemma":0.00130465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009934524,"about_ca_topic_score_gemma":0.001132916,"domain_scores_codex":[0.9993736,0.0001304301,0.0000106689,0.0001517719,0.0001701523,0.0001633772],"domain_scores_gemma":[0.9987528,0.000278621,0.00005370573,0.0003439706,0.0002471083,0.0003238076],"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":[0.0001080091,0.00007730127,0.001172373,0.00007738845,0.00001286676,0.0001915991,0.001105976,0.000429208,0.002523276,0.8339217,0.1113996,0.04898069],"study_design_scores_gemma":[0.00002009341,0.00006766392,0.0005428115,0.00008116644,0.000009131171,0.0002331834,0.0007216002,0.001679045,0.002264165,0.2867037,0.7076541,0.00002332376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02770354,0.001117161,0.04690325,0.02395115,0.002570506,0.0001175854,0.0009380383,0.002269753,0.8944291],"genre_scores_gemma":[0.3263447,0.001074277,0.01339286,0.006506876,0.0007862815,0.0002006308,0.0009393168,0.001031323,0.6497238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1469427,"threshold_uncertainty_score":0.4915724,"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."}}