{"id":"W1997292524","doi":"10.2174/187220809787172623","title":"Membrane Processes and Devices for Separation of Bioactive Peptides","year":2009,"lang":"en","type":"review","venue":"Recent Patents on Biotechnology","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Membrane; Chromatography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402111,0.0008317244,0.0009155732,0.001437233,0.0007266357,0.000966396,0.0009277464,0.002041428,0.001362104],"category_scores_gemma":[0.0007064766,0.0004991647,0.0009353933,0.001154953,0.0006376858,0.001788788,0.0007750239,0.001687934,0.002058163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007367241,"about_ca_system_score_gemma":0.0004008519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003270048,"about_ca_topic_score_gemma":0.00028431,"domain_scores_codex":[0.9988132,0.0002086594,0.00009387507,0.0002905089,0.0004924813,0.0001013978],"domain_scores_gemma":[0.9997526,0.00008768337,0.00005082633,0.000028899,0.00006382357,0.00001617495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001041007,0.00007202871,0.0002308524,0.002440616,0.0000540163,0.0002715935,0.0001544378,0.0005185889,0.9237441,0.006456169,0.001480208,0.06447327],"study_design_scores_gemma":[0.00004615595,0.0003335339,0.001212628,0.0002138985,0.00006914082,0.001171644,0.00007893269,0.003094679,0.8692689,0.003211532,0.1212351,0.00006389312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1187555,0.3757552,0.4808233,0.003086415,0.002350093,0.0008504235,0.00132399,0.001681222,0.01537387],"genre_scores_gemma":[0.3483811,0.1858502,0.4423359,0.00239649,0.0009680503,0.00134118,0.001439303,0.0002076474,0.01708017],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002041428,"threshold_uncertainty_score":0.007415175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489383741305566,"score_gpt":0.3425507167012455,"score_spread":0.2976568792881899,"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."}}