{"id":"W3151094593","doi":"10.1103/physrevlett.90.028901","title":"Comment on “Resonant Spectra and the Time Evolution of the Survival and Nonescape Probabilities”","year":2003,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Spectral line; Physics; Time evolution; Statistical physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164722,0.0001224444,0.0003065113,0.000008449325,0.0001337147,0.00003826249,0.0002406815,0.000006113245,0.00009770483],"category_scores_gemma":[0.0004709622,0.00005704106,0.00005772675,0.0001103541,0.0006991254,0.00005768197,0.00009124144,0.00009879169,0.00003664842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398443,"about_ca_system_score_gemma":0.00001689828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003828144,"about_ca_topic_score_gemma":7.030446e-7,"domain_scores_codex":[0.9980556,0.0009787312,0.0002048272,0.0002383598,0.0003421629,0.0001803323],"domain_scores_gemma":[0.9990039,0.0004578019,0.0001441484,0.000340404,0.00001899781,0.00003472275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005991236,0.0001385977,0.0005276749,0.001166204,0.000009018451,7.886243e-7,0.000485249,0.0002013436,0.7629844,0.2312281,0.002892682,0.00030602],"study_design_scores_gemma":[0.0160217,0.002388525,0.1639577,0.02699476,0.00166817,0.0002346485,0.0005305933,0.07485782,0.2932085,0.144534,0.2701367,0.005466918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309876,0.001862403,0.0001495085,0.06558,0.000204349,0.0007505802,0.00000600978,0.00001801879,0.0004415114],"genre_scores_gemma":[0.9846297,0.0002905371,0.0003899981,0.01456438,0.00005910134,0.00004059434,3.702341e-7,0.000009749658,0.00001557246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697759,"threshold_uncertainty_score":0.2575957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0086222762917871,"score_gpt":0.2476639752673211,"score_spread":0.239041698975534,"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."}}