{"id":"W4318677217","doi":"10.1117/12.2646195","title":"Controlling light polarization with VO2 films","year":2023,"lang":"en","type":"article","venue":"","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Refractive index; Polarization (electrochemistry); Materials science; Optics; Phase transition; Phase modulation; Vanadium dioxide; Phase change; Amplitude; Infrared; Optoelectronics; Thin film; Condensed matter physics; Chemistry; Physics; Nanotechnology; Engineering physics","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":["insufficient_payload"],"category_scores_codex":[0.0003449591,0.00009026697,0.0001571694,0.00008448341,0.00008550251,0.0001148915,0.0001001816,0.00004403248,0.002239362],"category_scores_gemma":[0.000027552,0.00006303003,0.00002345272,0.0003101439,0.00002312054,0.0002587071,0.00001468519,0.00002075757,0.002893946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008744971,"about_ca_system_score_gemma":0.0000234821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003026451,"about_ca_topic_score_gemma":0.00001352756,"domain_scores_codex":[0.9991353,0.00005522492,0.0001919389,0.0001954657,0.0002133909,0.00020868],"domain_scores_gemma":[0.9996473,0.00003965673,0.00005400132,0.0001490758,0.0000574205,0.00005259925],"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":[0.00003915435,0.000007585883,0.0001703816,0.000008348353,0.000003311541,0.000008525812,0.0000569252,0.0002376032,0.9968809,0.002203709,0.0003538833,0.00002961847],"study_design_scores_gemma":[0.0005410551,0.00004729305,0.002746986,0.0000147437,0.00001230323,0.000005315899,0.00005428816,0.0003244671,0.9949874,0.0001608181,0.0009892212,0.0001160875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872087,0.00000876871,0.008952238,0.0006697573,0.0003472314,0.0001832237,0.00002083447,0.0006982044,0.001911101],"genre_scores_gemma":[0.9929194,0.000001845198,0.004576849,0.0002390967,0.00005862206,0.00001730448,0.00002332096,0.00001707717,0.00214646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005710782,"threshold_uncertainty_score":0.9986727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064859725122159,"score_gpt":0.2223215161472542,"score_spread":0.2116729188960326,"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."}}