{"id":"W2144643275","doi":"10.1109/jphot.2009.2039866","title":"Nonlinear Disorder Mapping Through Three-Wave Mixing","year":2010,"lang":"en","type":"article","venue":"IEEE photonics journal","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Lithium tantalate; Second-harmonic generation; Mixing (physics); Poling; Nonlinear optics; Ferroelectricity; Electric field; Nonlinear system; Materials science; Optics; Condensed matter physics; Lithium niobate; Optoelectronics; Physics; Laser; Quantum mechanics; Dielectric","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003133354,0.0002505022,0.0002693424,0.00007035449,0.0004902154,0.0002012796,0.0002678191,0.00009219149,0.001070467],"category_scores_gemma":[0.00001216799,0.0002222785,0.0002454924,0.0001777614,0.00008690445,0.0004348043,0.00005425663,0.001723844,0.0001070104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002642728,"about_ca_system_score_gemma":0.0002027524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032418,"about_ca_topic_score_gemma":0.00005814404,"domain_scores_codex":[0.9985507,0.00002821208,0.0003871589,0.0002441436,0.0002959934,0.0004937739],"domain_scores_gemma":[0.998957,0.00009223874,0.00027329,0.0003029642,0.0001992204,0.000175221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001753922,0.002208258,0.08100539,0.00004207052,0.001241875,0.0002060494,0.004110744,0.0002237387,0.8639603,0.004769475,0.002995253,0.03906149],"study_design_scores_gemma":[0.003264292,0.0002013361,0.001470439,0.0001178714,0.000154364,0.0003701311,0.001260293,0.04842639,0.2939776,0.04783623,0.6015201,0.001401],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558451,0.00006476312,0.03186058,0.0001592252,0.001706143,0.0001396125,0.00004761479,0.0000256929,0.01015129],"genre_scores_gemma":[0.9238438,0.00003357959,0.07295584,0.0002097837,0.002605061,0.000009856742,0.00001841,0.00006637684,0.0002573111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985248,"threshold_uncertainty_score":0.9998427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530319316312387,"score_gpt":0.2718741578517262,"score_spread":0.2465709646886023,"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."}}