{"id":"W2005648951","doi":"10.1002/ijch.201100114","title":"Generic Construction of Kraus Operators: <i>d</i>‐level Systems in a Thermal Bosonic Bath","year":2012,"lang":"en","type":"article","venue":"Israel Journal of Chemistry","topic":"Spectroscopy and Quantum Chemical Studies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Eigenvalues and eigenvectors; Hamiltonian (control theory); Operator (biology); Chemistry; Representation (politics); Connection (principal bundle); Thermal; Coupling (piping); Expression (computer science); Mathematical physics; Applied mathematics; Pure mathematics; Quantum mechanics; Mathematics; Physics; Thermodynamics; Geometry; Mathematical optimization; 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":[0.0009854776,0.0005087887,0.0005468391,0.001267246,0.001288528,0.002067085,0.001274646,0.0008838005,0.004336129],"category_scores_gemma":[0.001122025,0.0003988839,0.0006150535,0.0006223619,0.002862306,0.00179547,0.001613023,0.0009658162,0.0005030193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874032,"about_ca_system_score_gemma":0.0008707705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006431867,"about_ca_topic_score_gemma":0.0006022511,"domain_scores_codex":[0.9995657,0.0001264056,0.00003133536,0.00005216479,0.0001265023,0.00009791529],"domain_scores_gemma":[0.9995525,0.0000919653,0.00005576632,0.0001107005,0.00007201153,0.0001170185],"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":[0.00001354627,0.00002155776,0.00008586726,0.00001275736,0.000003824504,0.00007611161,0.0001025439,0.004431781,0.003608222,0.9899809,0.0001921376,0.001470775],"study_design_scores_gemma":[0.00002907827,0.00004118365,0.0001914913,0.00002177118,0.000007261162,0.0002023476,0.0001689411,0.2630247,0.004747219,0.728974,0.002551717,0.00004032104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4114829,0.0002182698,0.5232704,0.0004665526,0.0001799059,0.0001991215,0.0001264278,0.0005002635,0.0635561],"genre_scores_gemma":[0.9143445,0.0001647304,0.07847979,0.0001287796,0.00004799316,0.0001799468,0.00005388754,0.0001414911,0.006458965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004336129,"threshold_uncertainty_score":0.01450574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664781342589615,"score_gpt":0.2485167037512275,"score_spread":0.2318688903253314,"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."}}