{"id":"W2978420583","doi":"10.1016/j.cryobiol.2019.09.017","title":"Measurement of grouped intracellular solute osmotic virial coefficients","year":2019,"lang":"en","type":"article","venue":"Cryobiology","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; University of Alberta","keywords":"Virial coefficient; Osmosis; Intracellular; Thermodynamics; Chemistry; Chromatography; Physics; Biochemistry; Membrane","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":[0.0007030857,0.0006834108,0.0006191417,0.001353589,0.0004923855,0.0008552028,0.0009568353,0.0009686369,0.001188844],"category_scores_gemma":[0.002082409,0.0003221203,0.0005790375,0.001006644,0.0004578847,0.001493423,0.001428621,0.001923509,0.0007705534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000684593,"about_ca_system_score_gemma":0.0006058621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005944369,"about_ca_topic_score_gemma":0.0006048722,"domain_scores_codex":[0.9993547,0.0000543915,0.00004084979,0.0001794928,0.0002886832,0.00008192205],"domain_scores_gemma":[0.9991102,0.0001872756,0.0002059462,0.0001328829,0.0002654835,0.00009827988],"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":[0.0001226037,0.00005540302,0.00277292,0.0002094065,0.00005047231,0.00008308416,0.0001375437,0.003391195,0.9794695,0.002666865,0.0005306305,0.01051036],"study_design_scores_gemma":[0.0000118762,0.00010158,0.004156678,0.00003135252,0.00005590192,0.0001494422,0.00009226008,0.03706974,0.9533611,0.001826703,0.003086553,0.00005688886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6083059,0.002730821,0.3775488,0.0002457938,0.0002200713,0.000289715,0.003331397,0.001881497,0.00544601],"genre_scores_gemma":[0.8438847,0.001868135,0.1493016,0.0002794273,0.00004616985,0.0005875727,0.001939678,0.0003570126,0.001735734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001353589,"threshold_uncertainty_score":0.004967093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120751551369605,"score_gpt":0.2760487231583885,"score_spread":0.2648412076446925,"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."}}