{"id":"W3215583260","doi":"10.3390/en14237975","title":"Tailor-Made Phosphorylated Polyvinyl Alcohol/Tungsten Polyoxometalate Proton Exchange Membrane for a Bio-Electrochemical Energy Storage System","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Polyoxometalates: Synthesis and Applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyvinyl alcohol; Polyoxometalate; Membrane; Electrochemistry; Proton exchange membrane fuel cell; Phosphate; Materials science; Chemical engineering; Chemistry; Nuclear chemistry; Electrode; Organic chemistry; Biochemistry; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009840915,0.0002008882,0.0001435578,0.0001440943,0.0001019445,0.0001723441,0.0002704162,0.0003046255,0.000576684],"category_scores_gemma":[0.0001120562,0.00009907637,0.0001715264,0.000107812,0.0001276519,0.0002926267,0.0001624025,0.0002736361,0.0003366689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177782,"about_ca_system_score_gemma":0.0001299173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116084,"about_ca_topic_score_gemma":0.0002123985,"domain_scores_codex":[0.9999384,0.00000648485,0.000006077376,0.00001437709,0.00002561093,0.00000901733],"domain_scores_gemma":[0.9999583,0.000006389812,0.00001152231,0.000006022524,0.00001051882,0.000007290299],"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":[0.00001470162,0.000004410813,0.00005272328,0.00004152672,0.000002524462,0.00004706228,0.000006808116,0.00007334576,0.9974551,0.0001303927,0.0000233302,0.002148124],"study_design_scores_gemma":[0.000003039646,0.00005734921,0.0003329287,0.000003125321,0.000007979645,0.0001918502,0.000008351231,0.0007145674,0.9964742,0.00003561715,0.002167166,0.000003694375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938763,0.001345251,0.05704824,0.0001703382,0.0001028201,0.00006295816,0.0002021855,0.0003462649,0.001958852],"genre_scores_gemma":[0.970603,0.0006145483,0.02620535,0.00003631394,0.00001321305,0.00003436191,0.0001408501,0.0000284481,0.002323951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000576684,"threshold_uncertainty_score":0.001929164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498226140787456,"score_gpt":0.2361139359066304,"score_spread":0.2211316744987558,"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."}}