{"id":"W2183283619","doi":"10.1016/j.talanta.2015.11.034","title":"Ultrasonic frequency analysis for estimating pH in albumin-rich biofluids","year":2015,"lang":"en","type":"article","venue":"Talanta","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; University of New Brunswick","keywords":"Chemistry; Albumin; Ultrasound; Ultrasonic sensor; Chromatography; Analytical Chemistry (journal); Serum albumin; Normalization (sociology); Biochemistry; Acoustics","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":[0.0004036173,0.0003280225,0.0001914636,0.0005660073,0.000189678,0.0003434228,0.0003350999,0.0004131601,0.0003187332],"category_scores_gemma":[0.0007034845,0.0001449993,0.0001781074,0.0003303186,0.0002340483,0.0003714715,0.00030058,0.0003693218,0.0001444432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028034,"about_ca_system_score_gemma":0.0001584022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008685362,"about_ca_topic_score_gemma":0.0006793345,"domain_scores_codex":[0.9997211,0.0000696257,0.00002004759,0.00005560317,0.00009890259,0.00003471189],"domain_scores_gemma":[0.9996514,0.0001382383,0.00005727106,0.0000174847,0.0001065226,0.00002897851],"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":[0.00008622814,0.000006765398,0.0005886351,0.00002775641,0.000003389682,0.0000150624,0.00002341903,0.00007712299,0.99607,0.0000229573,0.00001520885,0.003063329],"study_design_scores_gemma":[0.000003337482,0.00008012739,0.003208299,0.000003318458,0.00002002577,0.00009313671,0.00003964388,0.003657555,0.9925535,0.00003932738,0.0002942552,0.000007468718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203594,0.002413507,0.07587098,0.0001172601,0.00004783014,0.00002852391,0.0001928599,0.0001813808,0.0007883496],"genre_scores_gemma":[0.9749716,0.0009975208,0.02310933,0.0000544397,0.00002471055,0.00002357393,0.000120582,0.00002397089,0.0006741888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008685362,"threshold_uncertainty_score":0.002134562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253275625504685,"score_gpt":0.3469498035791586,"score_spread":0.3216222410286901,"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."}}