{"id":"W4390176094","doi":"10.3390/membranes14010005","title":"A Review of Temperature Effects on Membrane Filtration","year":2023,"lang":"en","type":"review","venue":"Membranes","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; Lakehead University","funders":"","keywords":"Membrane; Membrane fouling; Filtration (mathematics); Fouling; Wastewater; Materials science; Environmental science; Chemistry; Environmental engineering","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":[0.0005751761,0.001227551,0.001565381,0.003604829,0.0004676897,0.001131221,0.0007396184,0.001039892,0.005641593],"category_scores_gemma":[0.0009681613,0.0004505459,0.001155377,0.004441946,0.0002766607,0.001627938,0.0006995948,0.0009920502,0.001892465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006494732,"about_ca_system_score_gemma":0.001829834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951147,"about_ca_topic_score_gemma":0.002849648,"domain_scores_codex":[0.9996257,0.00005260307,0.0000793863,0.00006438158,0.0001429736,0.00003500886],"domain_scores_gemma":[0.9995323,0.000195983,0.00008876662,0.00001483053,0.0001430406,0.0000251242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001079405,0.0001140524,0.0002976751,0.1337165,0.0003221501,0.0004069427,0.0001667812,0.0009706575,0.008861835,0.003782757,0.03601388,0.8152388],"study_design_scores_gemma":[0.000009276061,0.0001390459,0.001283038,0.009284138,0.0004135046,0.0009670802,0.00007690737,0.0001120824,0.00223708,0.0009916958,0.9844507,0.00003548049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000287831,0.9979005,0.0002127236,0.0001276577,0.0001982855,0.000006779809,0.00006010684,0.00001129555,0.001194786],"genre_scores_gemma":[0.0008871177,0.9981366,0.0002209054,0.00009359739,0.00008167182,0.000006519905,0.00005566189,0.000001864435,0.0005160189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005641593,"threshold_uncertainty_score":0.01887298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458575076113254,"score_gpt":0.3155511916532967,"score_spread":0.2809654408921641,"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."}}