{"id":"W4401568079","doi":"10.1109/pn62551.2024.10621759","title":"Quantum Optical Frameworks for Subcycle Pulses","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quantum; Computer science; Optics; Physics; Optoelectronics; Quantum mechanics","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":[0.0011528,0.0005744335,0.0005273829,0.001248106,0.001414542,0.002058912,0.001413117,0.001745156,0.007039353],"category_scores_gemma":[0.001631262,0.0002568225,0.0004778204,0.0006956804,0.004182683,0.004060953,0.001683118,0.002132049,0.0006410069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808607,"about_ca_system_score_gemma":0.000970471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518101,"about_ca_topic_score_gemma":0.0009820464,"domain_scores_codex":[0.9993922,0.0001498256,0.00002040155,0.00009480317,0.0002433334,0.00009950999],"domain_scores_gemma":[0.9992214,0.000285859,0.00008145069,0.0001843069,0.0001279367,0.00009895645],"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":[0.000001331532,0.000002221375,0.000004458554,0.000004061871,3.049182e-7,0.000005365323,0.00002306396,0.0003159048,0.0001481613,0.9990557,0.00009525902,0.0003440582],"study_design_scores_gemma":[0.000002614264,0.000007062351,0.00003553747,0.000006934543,8.69015e-7,0.00001723831,0.0000288276,0.009077017,0.0001071269,0.9873497,0.003361448,0.000005601077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1037916,0.006359942,0.5317883,0.007294384,0.001071342,0.0001686897,0.0005331903,0.000271611,0.3487208],"genre_scores_gemma":[0.8802985,0.003651779,0.09112974,0.001438641,0.00101308,0.0002926187,0.0002149328,0.0001333058,0.02182737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007039353,"threshold_uncertainty_score":0.02354896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087612200055538,"score_gpt":0.2995027688174037,"score_spread":0.2886266468168484,"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."}}