{"id":"W7067774796","doi":"","title":"Microstraining Actiflo(R) Settled Waters as a Pretreatment for UF Membranes","year":2016,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada","keywords":"Microfiltration; Backwashing; Ultrafiltration (renal); Membrane; Membrane technology; Polymeric membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200364,0.0006101119,0.0003156351,0.0003845187,0.0006945729,0.0004402253,0.0005192375,0.0004251609,0.01083801],"category_scores_gemma":[0.0002859434,0.0001931023,0.000420734,0.0002638147,0.0003089277,0.0003003339,0.0005813559,0.0007051764,0.002554398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007956233,"about_ca_system_score_gemma":0.001281265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205966,"about_ca_topic_score_gemma":0.02876308,"domain_scores_codex":[0.9997218,0.00002175091,0.00001341275,0.00008191644,0.0001109209,0.00005007628],"domain_scores_gemma":[0.9998912,0.0000171406,0.00002048889,0.00001786292,0.00003316825,0.00002015805],"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":[0.0001817041,0.0000468455,0.0002201392,0.0001175688,0.000006677816,0.00004517348,0.00004495868,0.0001658558,0.9875346,0.0002785922,0.0009879146,0.01036996],"study_design_scores_gemma":[0.00001568558,0.0001909569,0.002207824,0.00001026744,0.00001215918,0.00003546038,0.00002053483,0.0005713307,0.9850848,0.00002933193,0.01181442,0.000007093488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900364,0.001364635,0.05338201,0.0006518796,0.0001888567,0.001316819,0.003887923,0.002312444,0.04685906],"genre_scores_gemma":[0.8034849,0.001578811,0.06832005,0.0002566254,0.00007076879,0.0008853236,0.003851278,0.0005577325,0.1209945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01205966,"threshold_uncertainty_score":0.03625673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163288045963331,"score_gpt":0.2524502916412186,"score_spread":0.2408174111815853,"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."}}