{"id":"W3132203218","doi":"10.3390/polym13040631","title":"Polymer Binders: Characterization and Development toward Aqueous Electrode Fabrication for Sustainability","year":2021,"lang":"en","type":"review","venue":"Polymers","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Characterization (materials science); Aqueous solution; Nanotechnology; Polymer; Electrode; Energy storage; Sustainability; Process engineering; Composite material; Chemistry; Organic chemistry; Engineering","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":[0.0009350544,0.001230823,0.001071141,0.002733198,0.0002846509,0.001014445,0.0007206055,0.001078108,0.001851658],"category_scores_gemma":[0.0009278436,0.000560943,0.0005803448,0.002718179,0.0003993522,0.00183116,0.0005307718,0.00162196,0.001740106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737965,"about_ca_system_score_gemma":0.0009146708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007655169,"about_ca_topic_score_gemma":0.001237442,"domain_scores_codex":[0.9995698,0.00004414169,0.00004885713,0.00007667468,0.0002191814,0.00004138462],"domain_scores_gemma":[0.9996612,0.0001301607,0.00006243846,0.00001684648,0.0001132411,0.00001612408],"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":[0.00005740599,0.0001830381,0.000344105,0.03435752,0.0001000981,0.0005933369,0.0001830222,0.001653198,0.1719245,0.01060358,0.008081361,0.7719188],"study_design_scores_gemma":[0.00001336916,0.0003006597,0.001294945,0.002906248,0.00014522,0.002316331,0.0001048975,0.0009251187,0.1598903,0.002961528,0.8290688,0.00007285889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004081548,0.9809792,0.007801116,0.0002919315,0.0002564946,0.00007074587,0.0001540298,0.00006519751,0.006299803],"genre_scores_gemma":[0.01241837,0.9778315,0.006359278,0.000179573,0.0001315166,0.00008378323,0.0001782681,0.00002090546,0.00279683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002733198,"threshold_uncertainty_score":0.006194353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05944182002541118,"score_gpt":0.3353231075238688,"score_spread":0.2758812874984576,"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."}}