{"id":"W2021622091","doi":"10.1364/oe.16.010189","title":"Trapping dynamics in nonlinear wave scattering by local guiding defects","year":2008,"lang":"en","type":"article","venue":"Optics Express","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Israel Science Foundation; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Scattering; Physics; Nonlinear system; Trapping; Optics; Coupling (piping); Nonlinear optics; Materials science; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004172472,0.0001683899,0.000191269,0.00007111685,0.0001014682,0.0000222476,0.0001929076,0.00006749275,0.00001217765],"category_scores_gemma":[0.000007373581,0.0001864585,0.00005132858,0.0001523329,0.0001304459,0.0001515748,0.0001462172,0.0001949702,0.000008880326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009789887,"about_ca_system_score_gemma":0.00001654627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003831564,"about_ca_topic_score_gemma":0.000003235242,"domain_scores_codex":[0.9990563,0.00001143659,0.0002148825,0.0002589713,0.0001099949,0.0003484071],"domain_scores_gemma":[0.9995388,0.00005025033,0.00006603168,0.0002762869,0.00002500691,0.0000436455],"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":[0.0001404252,0.001879235,0.2235521,0.0003377898,0.0003896687,0.0005835987,0.004386788,0.1278456,0.3670583,0.1126364,0.003171157,0.158019],"study_design_scores_gemma":[0.001781534,0.00006660794,0.0004392397,0.000310576,0.00002506801,0.0000190533,0.004672885,0.5856498,0.3976144,0.005219282,0.002966669,0.00123491],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7045939,0.00004645887,0.2897865,0.00005554469,0.00006234226,0.0001036059,0.00003575779,0.0000985256,0.005217348],"genre_scores_gemma":[0.9709349,0.00001150061,0.02873743,0.00001624834,0.00005045567,0.00002333029,0.00004477273,0.00003067762,0.0001507485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4578043,"threshold_uncertainty_score":0.7603557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943657615412472,"score_gpt":0.2329011416971714,"score_spread":0.2134645655430467,"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."}}