{"id":"W4388009531","doi":"10.1016/j.heliyon.2023.e21403","title":"Determination of Hansen solubility parameters of water-soluble proteins using UV–vis spectrophotometry","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tamkeen; York University; New York University Abu Dhabi","keywords":"Solubility; Dissolution; Chemistry; Spectrophotometry; Ultraviolet visible spectroscopy; Solvent; Chromatography; Bovine serum albumin; Macromolecule; Organic chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001728472,0.0001477069,0.0002928873,0.0001140081,0.00005241897,0.00001144418,0.000176022,0.0001550962,0.0004593852],"category_scores_gemma":[0.00007262691,0.0001287282,0.0002075425,0.0004607711,0.0001649018,0.00007140896,0.00007792602,0.0001332172,0.00001469497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447551,"about_ca_system_score_gemma":0.00002724392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005274958,"about_ca_topic_score_gemma":0.000003186492,"domain_scores_codex":[0.9986994,0.00001684721,0.0004066415,0.0002688909,0.0003009158,0.0003072832],"domain_scores_gemma":[0.9992585,0.00006151878,0.0001336309,0.0003842116,0.00008722204,0.0000749469],"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":[0.00004172698,0.00009789455,0.005319002,0.002958277,0.00003273075,0.000008888572,0.0001247673,0.00001862321,0.9911282,0.000009440778,0.000006729257,0.0002537389],"study_design_scores_gemma":[0.0002446056,0.00003042439,0.0003050044,0.0002112065,0.00004909819,0.0000048159,0.0001776029,0.002776629,0.9957418,0.0002679653,0.00005094461,0.00013988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971776,0.00006323608,0.0007699752,0.00001913988,0.0000323729,0.0000786229,0.00001823084,0.00008165391,0.001759193],"genre_scores_gemma":[0.9979538,0.00005106578,0.001616168,0.000005121155,0.00003035042,0.000009753613,0.00003890986,0.00001862679,0.0002761772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005013997,"threshold_uncertainty_score":0.5249382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522918802687743,"score_gpt":0.2678201176668171,"score_spread":0.2425909296399397,"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."}}