{"id":"W4406174144","doi":"10.1002/bem.22534","title":"Effect of Physiologically Relevant Dehydration on the Dielectric Properties of Ground Beef","year":2025,"lang":"en","type":"article","venue":"Bioelectromagnetics","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Universities Space Research Association","keywords":"Dehydration; Materials science; Dielectric; Microwave; Permittivity; Conductivity; Dispersion (optics); Biomedical engineering; Environmental science; Analytical Chemistry (journal); Chemistry; Optoelectronics; Computer science; Chromatography; Medicine; Physics; Optics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003746165,0.0002917453,0.0001962975,0.00008701631,0.0001181244,0.0002368592,0.0001164208,0.0001553729,0.0007183686],"category_scores_gemma":[0.0007252535,0.0001371607,0.0001690158,0.0001157559,0.0003229983,0.00017691,0.0002095923,0.0003106626,0.0001030007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002092856,"about_ca_system_score_gemma":0.0001464183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256271,"about_ca_topic_score_gemma":0.001721185,"domain_scores_codex":[0.9998364,0.00004300196,0.00001105778,0.00003788687,0.00004256357,0.00002899369],"domain_scores_gemma":[0.9996773,0.0001312983,0.0000829515,0.00003806041,0.00004468594,0.00002569455],"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":[0.0004789522,0.00002802512,0.001930953,0.00003942795,0.00002397287,0.0000417791,0.0000495298,0.0007680081,0.9948305,0.00001753269,0.00002259337,0.001768655],"study_design_scores_gemma":[0.00001360793,0.002211232,0.07775739,0.00001328625,0.00007827411,0.0002647234,0.0002249517,0.003384356,0.9150379,0.00007984314,0.0009157977,0.00001850797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970556,0.0002224577,0.002303982,0.00001585288,0.00001007825,0.00001103066,0.0000928302,0.00001464448,0.0002734644],"genre_scores_gemma":[0.9983869,0.0001379925,0.001080978,0.00004099012,0.000002122772,0.0000093996,0.0001169508,0.000009341835,0.000215468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001256271,"threshold_uncertainty_score":0.002497971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006058158390277969,"score_gpt":0.1975548503903681,"score_spread":0.1914966920000901,"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."}}