{"id":"W4311432161","doi":"10.48550/arxiv.2212.06067","title":"Photon-number moments and cumulants of Gaussian states","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Quantum Information and Cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Cumulant; Gaussian; Mathematics; Physics; Quantum mechanics; Statistics","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":[0.001824477,0.0006821401,0.0004654029,0.001807582,0.0005358413,0.001403789,0.00138633,0.0006088275,0.003974268],"category_scores_gemma":[0.009277808,0.0003514401,0.0006446271,0.001019547,0.001684288,0.002760288,0.001137557,0.001370947,0.0009013664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750697,"about_ca_system_score_gemma":0.001092702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001851679,"about_ca_topic_score_gemma":0.002191302,"domain_scores_codex":[0.9992118,0.000178589,0.00003460066,0.000105324,0.000329095,0.0001406719],"domain_scores_gemma":[0.9957753,0.002711015,0.0004355859,0.0004954577,0.0004420418,0.0001406501],"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":[0.0000658227,0.00007908425,0.001095908,0.00009315487,0.00002459807,0.0001901853,0.0002541752,0.1284671,0.01132549,0.8340561,0.001443439,0.02290494],"study_design_scores_gemma":[0.000007108148,0.00001859282,0.000826293,0.00003388079,0.000007442202,0.00008070568,0.00003502385,0.8020222,0.004366503,0.1911114,0.001447775,0.00004312907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07173086,0.0004422666,0.9123617,0.0003011303,0.00006673414,0.00008947456,0.0003393362,0.0003685422,0.0142999],"genre_scores_gemma":[0.7825357,0.001082221,0.2065301,0.0002500975,0.0001911486,0.0003210434,0.0004322547,0.0003305853,0.008326819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003974268,"threshold_uncertainty_score":0.01329523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534106840106494,"score_gpt":0.1979919033858503,"score_spread":0.1526508349847853,"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."}}