{"id":"W4399972368","doi":"10.1063/5.0205202","title":"Thermalization dynamics in photonic lattices of different geometries","year":2024,"lang":"en","type":"article","venue":"APL Photonics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Thermalisation; Dynamics (music); Photonics; Statistical physics; Physics; Optics; Quantum mechanics; Acoustics","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":[0.0001077577,0.0001352197,0.0001934312,0.0001370874,0.00003906719,0.00005594488,0.0001628283,0.00004014206,0.0004572511],"category_scores_gemma":[0.00000335241,0.0001183658,0.00009297203,0.0005310436,0.00005370305,0.0001057193,0.00005538762,0.0001417901,0.00001325431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008813633,"about_ca_system_score_gemma":0.00007282821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003214921,"about_ca_topic_score_gemma":0.0001563366,"domain_scores_codex":[0.9991462,0.00001389041,0.000288129,0.0002224824,0.0001341721,0.0001951255],"domain_scores_gemma":[0.999511,0.0001062194,0.00006809977,0.0002479603,0.00002981612,0.00003690118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001479084,0.0004584369,0.02052676,0.0002036751,0.000139004,0.000002715514,0.0008418008,0.0003791786,0.0163847,0.9494233,0.0001476033,0.0114781],"study_design_scores_gemma":[0.0008784783,0.0001094401,0.006357516,0.0003954897,0.0001127823,0.000002606954,0.00213562,0.6921344,0.1456554,0.1227249,0.028776,0.0007173522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844326,0.0005725606,0.001848076,0.00008867522,0.0001104216,0.0002633499,0.0001477534,0.00004173724,0.01249478],"genre_scores_gemma":[0.9992769,0.00008302095,0.00009599413,0.0000135359,0.00002059408,0.00007732098,0.000131461,0.00002210079,0.000279118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8266983,"threshold_uncertainty_score":0.5006579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007721595075912243,"score_gpt":0.2545995657545022,"score_spread":0.24687797067859,"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."}}