{"id":"W2386974139","doi":"","title":"Experimental study on a ferromagnetic ring fiber grating current sensor","year":2013,"lang":"en","type":"article","venue":"Transducer and Microsystem Technologies","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Fiber Bragg grating; Ferromagnetism; Current sensor; Magnetostriction; Grating; Linearity; Current (fluid); Magnetic field; Optics; Optoelectronics; Fiber optic sensor; Fiber; Sensitivity (control systems); Finite element method; Electronic engineering; Composite material; Condensed matter physics; Electrical engineering; Physics; Structural engineering; Engineering","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":[0.00004206653,0.0001882099,0.0001838549,0.00006205087,0.0001101155,0.00008865579,0.0001350652,0.00007585646,0.00007314129],"category_scores_gemma":[0.000004686361,0.0001457186,0.00003424907,0.0000928054,0.00005614354,0.00006513101,0.00003313756,0.0002026785,0.0001085383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002568352,"about_ca_system_score_gemma":0.000002468843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000311352,"about_ca_topic_score_gemma":0.000003682721,"domain_scores_codex":[0.9992016,0.000009566726,0.0002256046,0.0002362839,0.00008568986,0.000241234],"domain_scores_gemma":[0.9996613,0.00002704905,0.00001413438,0.0002484378,0.00001697705,0.00003209476],"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":[0.000007563726,0.0004480358,0.0003680288,0.000484068,0.00005252741,0.000003660947,0.002534739,0.0003115807,0.9232127,0.0007352579,0.0004086945,0.07143311],"study_design_scores_gemma":[0.002633938,0.002202026,0.006104094,0.0005864642,0.0001118962,0.00005812226,0.07654495,0.01308536,0.8849918,0.0003389958,0.01156676,0.001775637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923806,0.003602849,0.0001170516,0.0001177524,0.0000726381,0.0009029603,0.00000752334,0.001369736,0.001428929],"genre_scores_gemma":[0.9990107,0.00004145699,0.0002406576,0.000004334478,0.00001488694,0.0004965202,0.000001192284,0.00002419793,0.0001660929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07401021,"threshold_uncertainty_score":0.5942231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765710808844316,"score_gpt":0.2343760004809633,"score_spread":0.2167188923925202,"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."}}