{"id":"W4294316276","doi":"10.1364/oic.2022.td.3","title":"WO3/ITO bilayers for dynamic optical filters","year":2022,"lang":"en","type":"article","venue":"Optical Interference Coatings Conference (OIC) 2022","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Electrochromism; Reflection (computer programming); Materials science; Optoelectronics; Transmission (telecommunications); Optical filter; Light reflection; Absorption (acoustics); Electrochromic devices; Computer science; Electronic engineering; Telecommunications; Electrode; Engineering; Chemistry; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001516326,0.0005756397,0.0008579489,0.0002532575,0.0007091473,0.000572139,0.001564029,0.0001726825,0.0268566],"category_scores_gemma":[0.0008301685,0.000577587,0.0003022909,0.0004334963,0.000558363,0.0005315919,0.0008561228,0.000598115,0.0006326022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931689,"about_ca_system_score_gemma":0.0003737826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005690486,"about_ca_topic_score_gemma":0.00004822145,"domain_scores_codex":[0.9951125,0.000333686,0.001181945,0.001336566,0.0008356181,0.001199623],"domain_scores_gemma":[0.9972799,0.0007900912,0.0003670063,0.0007519677,0.0003636917,0.0004472809],"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":[0.0004711464,0.0001893698,0.00005296076,0.00007308399,0.00001988582,0.00002083159,0.000522382,0.0001329789,0.9546573,0.04038098,0.0007254378,0.002753633],"study_design_scores_gemma":[0.002773392,0.003345822,0.0009273821,0.0001961308,0.0002202024,0.0001974096,0.004196513,0.00778791,0.9618624,0.00916718,0.007246668,0.002078918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267459,0.00003904262,0.0640143,0.001892405,0.002418261,0.001079595,0.0007350345,0.0002958402,0.002779636],"genre_scores_gemma":[0.978678,0.0000114523,0.0171531,0.0007691684,0.0001020395,0.001296736,0.0001479058,0.00007734213,0.001764246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05193213,"threshold_uncertainty_score":0.9996676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999663527348079,"score_gpt":0.2805679623119948,"score_spread":0.250571327038514,"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."}}