{"id":"W2060051445","doi":"10.1021/ja074765j","title":"Considerations of Macromolecular Structure in the Design of Proton Conducting Polymer Membranes:  Graft versus Diblock Polyelectrolytes","year":2007,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council; National Research Council Canada; Simon Fraser University","funders":"","keywords":"Copolymer; Membrane; Chemistry; Polymer chemistry; Polyelectrolyte; Ionic bonding; Lamellar structure; Polymer; Chemical engineering; Macromolecule; Electrolyte; Morphology (biology); Ionic conductivity; Proton; Ion; Crystallography; Organic chemistry; Physical chemistry","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":[0.000499467,0.0004659973,0.0002304349,0.0002978327,0.0002578264,0.0005490124,0.0002523431,0.0004808204,0.0005257271],"category_scores_gemma":[0.0009027429,0.0003206463,0.0001511206,0.0001585592,0.0003245476,0.0007448817,0.0002150287,0.0004104727,0.0002528114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126081,"about_ca_system_score_gemma":0.0003731273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002479266,"about_ca_topic_score_gemma":0.0004508763,"domain_scores_codex":[0.9998235,0.00006258985,0.00001844735,0.00003034905,0.00003966217,0.00002544685],"domain_scores_gemma":[0.999643,0.0001736692,0.00007410232,0.00001924466,0.00004799143,0.00004192755],"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":[0.0001139536,0.00003514041,0.0002573026,0.0000850697,0.000005237312,0.0000499666,0.00002287812,0.001552025,0.9954254,0.0006231342,0.000006131312,0.001823855],"study_design_scores_gemma":[0.00004680342,0.0003234352,0.0005254177,0.000006243831,0.00002206961,0.00009550529,0.000019601,0.004308934,0.9936239,0.0002068754,0.0008149007,0.000006408355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905985,0.000722182,0.007783619,0.00008637895,0.000008712615,0.0000483997,0.00003872164,0.00003187419,0.0006815545],"genre_scores_gemma":[0.9873046,0.0009806432,0.01115353,0.00002954727,0.000008297188,0.00005450458,0.0000556506,0.00001620368,0.0003969583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005490124,"threshold_uncertainty_score":0.002993703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627830000255172,"score_gpt":0.2423789010757708,"score_spread":0.2261006010732191,"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."}}