{"id":"W3187708078","doi":"10.3390/chemosensors9080211","title":"Current Progress of Magnetoresistance Sensors","year":2021,"lang":"en","type":"article","venue":"Chemosensors","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Giant magnetoresistance; Magnetoresistance; Reading (process); Current (fluid); Electrical engineering; Computer science; Current sensor; Materials science; Magnetic field; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006341162,0.0001447845,0.0002259672,0.000022447,0.00004108463,0.00002170486,0.0001709835,0.00002643059,0.001904157],"category_scores_gemma":[0.00002009058,0.0001364197,0.0001175563,0.0001561625,0.0001533329,0.00004664293,0.00009480966,0.000130114,0.00006353811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001136547,"about_ca_system_score_gemma":0.00006795468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066766,"about_ca_topic_score_gemma":5.651319e-7,"domain_scores_codex":[0.9990016,0.00003480609,0.0002555441,0.0002570825,0.000210348,0.0002405859],"domain_scores_gemma":[0.9991896,0.00002535375,0.0001131004,0.0004216428,0.0001726632,0.00007762743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002349392,0.002354206,0.2477228,0.00138335,0.0004063016,0.00007564154,0.002833794,0.0002152516,0.09280713,0.05703631,0.07767474,0.5172555],"study_design_scores_gemma":[0.0007630729,0.00004145558,0.008960066,0.0001420231,0.00005302565,0.000003270432,0.0005789896,0.0003751917,0.8705404,0.001983169,0.1161452,0.0004141571],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732893,0.002386006,0.0000301815,0.0003355914,0.0003520093,0.0001122822,0.00002955495,0.00003349354,0.02343166],"genre_scores_gemma":[0.992503,0.0000127584,0.002408645,0.00001436234,0.0001693145,0.00001225521,0.0000202079,0.00002048852,0.004838966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7777333,"threshold_uncertainty_score":0.9990082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050222884676321,"score_gpt":0.2416688259043875,"score_spread":0.2311665970576243,"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."}}