{"id":"W3164633101","doi":"10.48336/n1s2-fn20","title":"Quantum dynamics with classical noise","year":2022,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Qubit; Quantum entanglement; Quantum mechanics; Noise (video); Physics; Diagonal; Statistical physics; Mathematics; Quantum; Computer science","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":[0.0009377515,0.0004539036,0.0006465298,0.0003989734,0.0007531903,0.001621511,0.0007331742,0.001201016,0.002142596],"category_scores_gemma":[0.004165583,0.000244254,0.0006245533,0.0003756414,0.002660925,0.002884334,0.001272042,0.001002865,0.0002635975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132333,"about_ca_system_score_gemma":0.0008164988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549988,"about_ca_topic_score_gemma":0.001304413,"domain_scores_codex":[0.9994534,0.0002255471,0.00001602723,0.00008752397,0.0001320324,0.00008545678],"domain_scores_gemma":[0.9985641,0.0008498104,0.0001893677,0.000176339,0.000130743,0.00008967028],"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":[0.00004192264,0.00003746685,0.001185732,0.00005763478,0.00003251323,0.0002279048,0.0002457456,0.2358037,0.00329936,0.755716,0.0005652361,0.002786672],"study_design_scores_gemma":[0.00002529223,0.0000430689,0.0006141525,0.00001255201,0.000008999227,0.00008685475,0.00006693845,0.7966442,0.0005573501,0.2003138,0.001601708,0.00002497284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5303074,0.001811357,0.3982143,0.003931296,0.0004793543,0.0001066699,0.0002391497,0.0002171028,0.06469332],"genre_scores_gemma":[0.9701333,0.0006756554,0.01602383,0.0003953033,0.000174104,0.00008868216,0.0000787058,0.00006006232,0.01237037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003549988,"threshold_uncertainty_score":0.008215725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634383601782123,"score_gpt":0.2593345261175066,"score_spread":0.2429906900996853,"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."}}