{"id":"W1969473104","doi":"10.1109/tmag.2012.2228212","title":"Planar Variable Inductor Controlled by Ferrofluid Actuation","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ferrofluid; Inductor; Inductance; Electromagnetic coil; Magnetic field; Planar; Materials science; Permeability (electromagnetism); Magnetic core; Nuclear magnetic resonance; Voltage; Physics; Computer science; Electrical engineering; Acoustics; Control theory (sociology); 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":[0.0001063357,0.0001785166,0.0002021311,0.0001079677,0.00009426019,0.00002618729,0.0001053314,0.0002221251,0.0002540303],"category_scores_gemma":[0.000007313509,0.0001645579,0.00005417244,0.0001749301,0.00004764302,0.0001030061,5.127997e-7,0.0002567535,0.0001272971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006482579,"about_ca_system_score_gemma":0.00001158434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001162222,"about_ca_topic_score_gemma":0.000001552544,"domain_scores_codex":[0.9992063,0.00001698096,0.000207387,0.0001124207,0.0001353084,0.0003215746],"domain_scores_gemma":[0.999577,0.00006915176,0.00002173413,0.0002333854,0.00002709218,0.00007159568],"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":[0.00005669769,0.0001421358,0.000008590635,0.00002065145,0.00005964116,8.140747e-7,0.0001181038,0.0006421176,0.9425736,0.00009964459,0.04090432,0.01537369],"study_design_scores_gemma":[0.002290503,0.0002162146,0.00004969521,0.00002684216,0.0001620152,0.00001692378,0.0001854063,0.004109455,0.9502788,0.000184398,0.04200776,0.000472007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1043936,0.001641876,0.8892404,0.0001650665,0.001473102,0.000309466,0.00008635706,0.001073308,0.001616833],"genre_scores_gemma":[0.9951128,0.000678394,0.003127999,0.0000764353,0.00005962096,0.00002149563,0.000009431462,0.00003252043,0.0008813262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8907192,"threshold_uncertainty_score":0.6710477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162040393898764,"score_gpt":0.1983008360787369,"score_spread":0.1866804321397493,"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."}}