{"id":"W1997605401","doi":"10.1149/2.0071505jes","title":"Designing Polyoxometalate based Layer-by-Layer Thin Films on Carbon Nanomaterials for Pseudocapacitive Electrodes","year":2015,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Polyoxometalate; Materials science; Electrode; Electrochemistry; Layer by layer; Layer (electronics); Carbon nanotube; Supercapacitor; Nanotechnology; Nanomaterials; Capacitance; Coating; Chemical engineering; Redox; Chemistry; Organic chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821642,0.0002495137,0.0004485498,0.00002909721,0.0001612517,0.0001448657,0.0005362289,0.00019576,0.00004727276],"category_scores_gemma":[0.0005579347,0.0001602278,0.0003984533,0.0001820863,0.0001150845,0.0001789392,0.00003700695,0.0002249645,0.000005069449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309776,"about_ca_system_score_gemma":0.0002283474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008206602,"about_ca_topic_score_gemma":2.196318e-7,"domain_scores_codex":[0.9978297,0.0002277458,0.0005926033,0.0002561377,0.0005909367,0.0005028618],"domain_scores_gemma":[0.9983625,0.0003014235,0.0005675456,0.0002416355,0.0003602331,0.0001666662],"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":[0.000380833,0.0000927624,0.00003488432,0.00001564855,0.00003932745,3.299662e-7,0.0003099556,0.00001073858,0.9938201,0.00005095506,0.005230684,0.00001376729],"study_design_scores_gemma":[0.0009405627,0.0005297687,0.00001718548,0.00004831229,0.00007979536,0.00002730851,0.0001252987,0.0003386577,0.9961079,0.001223167,0.0003626387,0.0001993777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890843,0.0002449454,0.008667015,0.0007096078,0.000859573,0.0002789677,0.00002198423,0.00003624777,0.00009737764],"genre_scores_gemma":[0.9804341,0.00001453374,0.01802456,0.0007898916,0.0006118313,0.00002755994,0.000005440409,0.0000360632,0.00005609022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009357545,"threshold_uncertainty_score":0.6533901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751216447070763,"score_gpt":0.256180132605199,"score_spread":0.2286679681344913,"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."}}