{"id":"W2841111715","doi":"10.1016/j.optcom.2018.07.010","title":"Polarization modulation by vanadium dioxide on metallic substrates","year":2018,"lang":"en","type":"article","venue":"Optics Communications","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton; Concordia University","funders":"","keywords":"Vanadium dioxide; Materials science; Vanadium; Polarization (electrochemistry); Metal; Optics; Nanotechnology; Physics; Thin film; Chemistry; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006420415,0.0002356194,0.0001151012,0.000134436,0.0002051446,0.0005638672,0.0002963634,0.0002059167,0.001249256],"category_scores_gemma":[0.0001787332,0.0001736819,0.00007089158,0.0001843768,0.0002087268,0.0002098251,0.0002327343,0.0001958345,0.0002186478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886028,"about_ca_system_score_gemma":0.0001239351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006311635,"about_ca_topic_score_gemma":0.0008681852,"domain_scores_codex":[0.9999223,0.000008721446,0.000002592008,0.00001455599,0.00001976507,0.00003208268],"domain_scores_gemma":[0.9999237,0.00002721761,0.00001693458,0.000009879494,0.0000132054,0.000009048071],"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":[0.0001528723,0.00001399106,0.0004195426,0.0000391621,0.000004554767,0.0001881691,0.00007084203,0.0003535041,0.9949767,0.001085945,0.0002098065,0.002484922],"study_design_scores_gemma":[0.00001029604,0.00005648969,0.000753723,0.000003559254,0.000004279675,0.00006219208,0.00007926402,0.003143876,0.9944004,0.0001314786,0.001348931,0.000005497345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943698,0.0001562449,0.0005206463,0.00005515363,0.00003483083,0.000002501454,0.00002307633,0.00002174747,0.004815942],"genre_scores_gemma":[0.9983853,0.0001109387,0.000191786,0.000008422922,0.000004358247,0.000001453272,0.00002769947,0.000006770759,0.001263194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249256,"threshold_uncertainty_score":0.00417918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169861857488557,"score_gpt":0.278958304669329,"score_spread":0.2472596860944434,"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."}}