{"id":"W2620345279","doi":"10.1039/c7cp00087a","title":"Optimization of hydrophilic/hydrophobic phase separation in sPEEK membranes by hydrothermal treatments","year":2017,"lang":"en","type":"article","venue":"Physical Chemistry Chemical Physics","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indigenous and Northern Affairs Canada; European Synchrotron Radiation Facility","keywords":"Membrane; Swelling; Chemical engineering; Hydrothermal circulation; Phase (matter); Materials science; Relaxation (psychology); Polymer chemistry; Chemistry; Chromatography; Composite material; Organic chemistry","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":[0.0001729988,0.0003251722,0.0002364569,0.0001216377,0.000155885,0.0002636595,0.0001204171,0.000260314,0.0008811757],"category_scores_gemma":[0.0002825349,0.0001333101,0.0002150845,0.0001451896,0.0001804413,0.000452035,0.000160804,0.0004830845,0.0002471973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006603,"about_ca_system_score_gemma":0.0001529942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003890284,"about_ca_topic_score_gemma":0.0009812639,"domain_scores_codex":[0.9998888,0.00001034132,0.000009388486,0.00003002021,0.00003438439,0.00002704491],"domain_scores_gemma":[0.9999313,0.00001838933,0.0000239192,0.000007122219,0.00001395522,0.000005195706],"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":[0.0000114419,0.000005739138,0.00004208908,0.00002334561,0.000002072465,0.00001159105,0.0000112977,0.0000890759,0.9990577,0.00002944726,0.00001005958,0.0007061812],"study_design_scores_gemma":[0.000001566289,0.00002444827,0.0003796233,0.000001282854,0.000002265835,0.00001105204,0.000008457788,0.0004390664,0.9986971,0.00001557567,0.0004174533,0.00000220407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903607,0.0008269124,0.007434969,0.00007242883,0.00002167569,0.00003449129,0.0003201933,0.0000567132,0.0008718307],"genre_scores_gemma":[0.9849316,0.001286084,0.01198936,0.00004597669,0.00001318217,0.0000588337,0.0003246434,0.00003988118,0.001310483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008811757,"threshold_uncertainty_score":0.002947807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008164370966121286,"score_gpt":0.2550613913977563,"score_spread":0.246897020431635,"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."}}