{"id":"W4406401517","doi":"10.3390/s25020466","title":"Channeled Polarimetry for Magnetic Field/Current Detection","year":2025,"lang":"en","type":"article","venue":"Sensors","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Bulgarian National Science Fund","keywords":"Faraday effect; Polarimetry; Polarization (electrochemistry); Magnetic field; Faraday cage; Magneto-optic effect; Optics; Faraday rotator; Physics; Chemistry; Scattering","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":[0.00004135176,0.00007402647,0.00008045381,0.0001537329,0.00004345437,0.00001918348,0.00004476766,0.00007233425,0.00002626273],"category_scores_gemma":[0.00009351154,0.00007751926,0.0000469006,0.0002874412,0.000007699961,0.00002303623,0.000008210525,0.0001060948,0.00004715422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436025,"about_ca_system_score_gemma":0.000004724346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002623604,"about_ca_topic_score_gemma":0.000002654569,"domain_scores_codex":[0.9995983,0.000007213637,0.0001087748,0.0000902695,0.00004570476,0.0001497124],"domain_scores_gemma":[0.9997632,0.00007297481,0.000006245979,0.00009495074,0.00002487573,0.00003778017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000597549,0.00009202219,0.0006569399,0.0008459908,0.00008530504,0.000001213327,0.0001553243,0.01620654,0.03113188,0.005586454,0.005272372,0.9399062],"study_design_scores_gemma":[0.0009426291,0.0001883511,0.002652175,0.00006251408,0.00006700123,0.000001640173,0.00008491131,0.6836703,0.1734978,0.002236821,0.1362122,0.0003835799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6179729,0.003116204,0.3574051,0.0004388003,0.005840046,0.0005812591,0.00001531581,0.0008727819,0.01375763],"genre_scores_gemma":[0.9983361,0.00003911999,0.0005849506,0.00009665837,0.00009802928,0.000002362754,0.000003904251,0.00001178748,0.0008270643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9395226,"threshold_uncertainty_score":0.3161144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005408965716966225,"score_gpt":0.232922633885881,"score_spread":0.2275136681689148,"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."}}