{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007939303,0.0007651618,0.0005798189,0.001054422,0.0004407844,0.0008698774,0.0005056086,0.0005866977,0.004252058],"category_scores_gemma":[0.001227686,0.0003740844,0.0002835631,0.001020929,0.00068956,0.001223069,0.000770516,0.001276957,0.001177806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004726271,"about_ca_system_score_gemma":0.0004932976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004067351,"about_ca_topic_score_gemma":0.0007878566,"domain_scores_codex":[0.9986718,0.0003124484,0.00004978852,0.0003527091,0.0005011797,0.0001121552],"domain_scores_gemma":[0.9985556,0.0006846657,0.0001548384,0.0002111663,0.0003380496,0.00005558805],"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":[0.0002200772,0.0001211251,0.0007600325,0.0003267637,0.00003478197,0.00008858912,0.0001040932,0.002385199,0.9061113,0.007889515,0.003504786,0.07845372],"study_design_scores_gemma":[0.00001320355,0.0001018294,0.0008671993,0.00002220284,0.00001776934,0.0002687217,0.00003720501,0.02178532,0.9607564,0.001853768,0.0142163,0.00006007834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05619312,0.004161544,0.9284656,0.0002887273,0.0006158092,0.0001793322,0.0007963621,0.001677061,0.007622417],"genre_scores_gemma":[0.4356758,0.005851569,0.5502625,0.0003326013,0.0002474562,0.0004219945,0.0009430511,0.0003274785,0.005937553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004252058,"threshold_uncertainty_score":0.01422453,"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."}}