{"id":"W4400234115","doi":"10.3390/ijms25137211","title":"A New Method for Growth Factor Enrichment from Dairy Products by Electrodialysis with Filtration Membranes: The Major Impact of Raw Product Pretreatment","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Electrodialysis; Chemistry; Ultrafiltration (renal); Membrane; Chromatography; Filtration (mathematics); Fractionation; Compartment (ship); 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":[0.0003343764,0.0007192553,0.000372694,0.0003912678,0.0001943897,0.0004582343,0.0003845323,0.0006680536,0.0004311563],"category_scores_gemma":[0.0003331069,0.0002134621,0.0004398465,0.0002193398,0.0002484932,0.0006145809,0.0004624601,0.0009698083,0.0004287813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027929,"about_ca_system_score_gemma":0.0002952692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000576899,"about_ca_topic_score_gemma":0.0006917214,"domain_scores_codex":[0.9996805,0.00004077746,0.00002079557,0.0001028241,0.0001231636,0.00003179607],"domain_scores_gemma":[0.9998946,0.00003164205,0.00002355729,0.00001393336,0.00002615724,0.00001008204],"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":[0.0000212521,0.00001034326,0.00009356724,0.0000565972,0.000006664352,0.00002176976,0.00001208526,0.00002041913,0.9947388,0.00004299488,0.00002980834,0.004945831],"study_design_scores_gemma":[0.000007376503,0.00009646798,0.001271348,0.00000832877,0.00001825041,0.0002900603,0.00001663995,0.0005212404,0.9935989,0.0000353502,0.004125306,0.00001067944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5847101,0.0147251,0.3952004,0.0008061889,0.0004143266,0.0004077127,0.0006498147,0.0007198028,0.002366674],"genre_scores_gemma":[0.68484,0.009727311,0.2975721,0.0005781934,0.0001192006,0.000421939,0.0009465349,0.0001511876,0.005643529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007192553,"threshold_uncertainty_score":0.002196908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127862496980556,"score_gpt":0.3080304342515552,"score_spread":0.2967518092817497,"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."}}