{"id":"W2301600519","doi":"10.1364/ipnra.2007.jtua10","title":"Slow-light soliton stability with respect to atomic relaxation","year":2007,"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":"McGill University","funders":"","keywords":"Soliton; Relaxation (psychology); Excited state; Physics; Nonlinear system; Stability (learning theory); Nonlinear optics; Dynamics (music); Atomic physics; Quantum electrodynamics; Quantum mechanics; 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":[0.0005865297,0.0003522573,0.0004241212,0.0003442107,0.0005768679,0.0008673754,0.0004449223,0.0005238279,0.0009527839],"category_scores_gemma":[0.002617773,0.0002824795,0.0002326786,0.0001918163,0.00127602,0.0009828007,0.0009564821,0.0007651067,0.00009609151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003141159,"about_ca_system_score_gemma":0.0003529813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005838928,"about_ca_topic_score_gemma":0.0002924761,"domain_scores_codex":[0.9998786,0.00003220776,0.000005270856,0.00002824787,0.00003268156,0.00002295504],"domain_scores_gemma":[0.9993543,0.0003017106,0.0001260702,0.00005079901,0.00009946268,0.00006764922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001329619,0.00009695051,0.004478015,0.0003092155,0.00007048652,0.0007432593,0.001075514,0.1525346,0.5478771,0.278499,0.0003754107,0.01261099],"study_design_scores_gemma":[0.0002128358,0.0002342089,0.001074684,0.00001579062,0.00002879123,0.0002030028,0.0001243533,0.8813059,0.0521875,0.06365005,0.0009186661,0.00004421369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534649,0.0003194811,0.04312242,0.0003811174,0.00002407501,0.00002066485,0.00002805818,0.00005132365,0.002587938],"genre_scores_gemma":[0.9942925,0.0001043906,0.004655428,0.00001608483,0.0000117722,0.00002533078,0.00001871121,0.00001895797,0.0008568798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009527839,"threshold_uncertainty_score":0.003187358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063852707636685,"score_gpt":0.2610465005276812,"score_spread":0.2504079734513144,"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."}}