{"id":"W2005041125","doi":"10.1021/jf010096w","title":"Investigating the Molecular Heterogeneity of Polysorbate Emulsifiers by MALDI-TOF MS","year":2001,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Desorption; Dispersity; Chromatography; Mass spectrometry; Matrix-assisted laser desorption/ionization; Polyvinyl alcohol; Saponification; Sample preparation; Polysorbate; Aqueous solution; Potassium; Organic chemistry; Adsorption; Pulmonary surfactant; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008108907,0.000141744,0.0002049784,0.000008831271,0.00008465994,0.00003246028,0.0002601192,0.00009969284,0.0001826628],"category_scores_gemma":[0.00002802133,0.00007691019,0.0001440417,0.0001538907,0.0001016022,0.00006177894,0.0000545663,0.0002969743,2.167319e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685442,"about_ca_system_score_gemma":0.0000114244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000806677,"about_ca_topic_score_gemma":5.551805e-7,"domain_scores_codex":[0.9991118,0.000007331401,0.0003878273,0.0001197499,0.0002144743,0.0001587912],"domain_scores_gemma":[0.9991223,0.00002845469,0.0004777639,0.0001400599,0.0001096098,0.000121846],"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":[0.000003424617,0.00003937713,0.00247731,0.00005965303,0.00007483087,0.000001242729,0.00003215442,0.000005646324,0.9961559,0.00008225799,0.0008098809,0.0002583915],"study_design_scores_gemma":[0.0001914224,0.00004216407,0.002174507,0.00005277579,0.00005011001,0.0004149483,0.0003386952,0.000005627299,0.9950578,0.000373123,0.001186101,0.0001127453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919251,0.001396069,0.00002451594,0.0009696118,0.00000777815,0.00002671431,0.0000227155,0.00001495862,0.005612515],"genre_scores_gemma":[0.9989232,0.0002590076,0.0003784893,0.0000427786,0.0001055387,0.000003979986,0.000009704496,0.00000645461,0.0002708665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006998059,"threshold_uncertainty_score":0.3136306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408584489491853,"score_gpt":0.2202625574000628,"score_spread":0.2108539729105709,"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."}}