{"id":"W2090842497","doi":"10.1364/ol.39.005768","title":"Optimization of integrated polarization filters","year":2014,"lang":"en","type":"article","venue":"Optics Letters","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Polarization (electrochemistry); Tabu search; Lattice (music); Integrated optics; Transverse plane; Optical filter; Polarization rotator; Beam propagation method; Photonics","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":[0.00005904212,0.00007181475,0.00009103028,0.00005051272,0.00001421081,0.00001381954,0.00007462908,0.0000403432,0.00003633036],"category_scores_gemma":[0.00002981538,0.00006948272,0.00002441974,0.0001273445,0.00002823266,0.000080008,0.000008023457,0.00006412373,0.000008820962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002028151,"about_ca_system_score_gemma":0.000003307212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005268376,"about_ca_topic_score_gemma":7.130996e-7,"domain_scores_codex":[0.9996045,0.00001090547,0.0001341468,0.00006573009,0.00007862109,0.000106092],"domain_scores_gemma":[0.9997872,0.00002949876,0.00002112641,0.0001068205,0.0000226919,0.0000327272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000195998,0.000005488732,0.0001691188,0.00003546298,0.00001489753,2.80733e-7,0.00004102982,0.9482434,0.04874045,0.002054978,0.0001341357,0.0005588055],"study_design_scores_gemma":[0.0001130306,0.00001171646,0.0002441328,0.00001789612,0.00001155391,5.38493e-7,0.00001005046,0.9902263,0.008617514,0.00001576935,0.0006507505,0.00008080319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1719458,0.00001512414,0.8196658,0.0001970856,0.0002037041,0.00005685374,0.000005993444,0.0001155147,0.007794204],"genre_scores_gemma":[0.9490874,0.00001546149,0.05037631,0.0003953972,0.00002656577,0.000002457051,0.00005542683,0.00001946661,0.00002148843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7771417,"threshold_uncertainty_score":0.2833423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004851772387454343,"score_gpt":0.181007238394592,"score_spread":0.1761554660071377,"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."}}