{"id":"W2014131397","doi":"10.1103/physrevlett.108.160501","title":"Dynamics of a Qubit as a Classical Stochastic Process with Time-Correlated Noise: Minimal Measurement Invasiveness","year":2012,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Unitary state; Qubit; Statistical physics; Physics; Time evolution; Noise (video); Quantum mechanics; Quantum; State (computer science); Markov process; Master equation; Mathematics; Computer science; Algorithm; Law","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":[0.001633767,0.000496754,0.001029198,0.0003503497,0.000553045,0.001316325,0.001500373,0.001206582,0.001156558],"category_scores_gemma":[0.004314801,0.0004668714,0.0009289228,0.0003326947,0.003384434,0.002967907,0.002159299,0.001927572,0.0001544223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288862,"about_ca_system_score_gemma":0.001476425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949501,"about_ca_topic_score_gemma":0.001317288,"domain_scores_codex":[0.9987177,0.0004391923,0.00005039368,0.0002008791,0.0004086179,0.0001833664],"domain_scores_gemma":[0.9971091,0.001517831,0.0004157748,0.0006040667,0.0001671135,0.0001860668],"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":[0.0001571478,0.00008533191,0.000971488,0.00004285466,0.0000408297,0.0002824756,0.0001997475,0.4493652,0.01182289,0.5339609,0.0001916902,0.002879477],"study_design_scores_gemma":[0.00001891653,0.00004115889,0.0001395839,0.000004096741,0.000009136923,0.00002756476,0.00001123862,0.9387796,0.001140925,0.05966213,0.0001504429,0.00001516551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3986093,0.0001404008,0.5946783,0.0008227784,0.0000409551,0.00004779012,0.00008922939,0.0001691475,0.005402076],"genre_scores_gemma":[0.9799166,0.0001058811,0.01783114,0.00008301434,0.00002829519,0.00005274478,0.00004099151,0.00003573536,0.001905675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001949501,"threshold_uncertainty_score":0.009351373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617647451295359,"score_gpt":0.2698786283188793,"score_spread":0.2537021538059258,"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."}}