{"id":"W2019415621","doi":"10.1103/physreva.83.063606","title":"Band-structure loops and multistability in cavity QED","year":2011,"lang":"en","type":"article","venue":"Physical Review A","topic":"Cold Atom Physics and Bose-Einstein Condensates","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multistability; Bistability; Optical bistability; Physics; Optical cavity; Electronic band structure; Field (mathematics); Atom (system on chip); Condensed matter physics; Laser; Atomic physics; Quantum mechanics; Nonlinear system; Nonlinear optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008997772,0.0001880971,0.0004249035,0.00001446901,0.00004530551,0.00001725507,0.0001248429,0.00001607494,0.0002893242],"category_scores_gemma":[0.00001292647,0.0001490905,0.000113856,0.0001738797,0.00007690191,0.0001132255,0.00007227514,0.00020163,0.00001659338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450513,"about_ca_system_score_gemma":0.00002634821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005530154,"about_ca_topic_score_gemma":0.00003785828,"domain_scores_codex":[0.9990624,0.00006433717,0.0002089439,0.0003270448,0.0001127771,0.0002244507],"domain_scores_gemma":[0.9994305,0.0000687788,0.00007587192,0.0002877037,0.00003877816,0.00009840289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003122308,0.001758395,0.5202651,0.001680602,0.000108739,0.00001034757,0.001423754,8.764777e-7,0.01620524,0.137875,0.0002978247,0.3203429],"study_design_scores_gemma":[0.001828585,0.0001872129,0.5273107,0.001891826,0.0002528017,0.000001738134,0.0001009413,0.0008671811,0.0288991,0.4287058,0.008621564,0.00133249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993147,0.001708467,0.00002292516,0.00006333883,0.00003492339,0.0003640731,0.00003795046,0.00001566441,0.004605677],"genre_scores_gemma":[0.9995393,0.0001001936,0.00008422707,0.00009886896,0.0001006262,0.00003123158,0.00001077485,0.00001165973,0.00002312225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3190104,"threshold_uncertainty_score":0.6079735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827853368076029,"score_gpt":0.2731719734773382,"score_spread":0.2548934397965779,"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."}}