{"id":"W2094414351","doi":"10.1002/pola.23529","title":"Membranes from poly(aryl ether)‐based ionomers containing multiblock segments of randomly distributed nanoclusters of 18 sulfonic acid groups","year":2009,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Copolymer; Polymer chemistry; Ionomer; Sulfonic acid; Ether; Condensation polymer; Sulfone; Nafion; Aryl; Materials science; Monomer; Thermal stability; Membrane; Chemistry; Polymer; Organic chemistry; Physical chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005283069,0.0003244021,0.0007765862,0.0001762598,0.00009941935,0.0000548526,0.0006884316,0.0001952453,0.000355611],"category_scores_gemma":[0.00004602966,0.0002748845,0.0002823278,0.0005656946,0.0004509393,0.0003420824,0.00004477582,0.0002867752,0.000002446467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009750543,"about_ca_system_score_gemma":0.0002789202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004490194,"about_ca_topic_score_gemma":4.52167e-7,"domain_scores_codex":[0.9973084,0.0000282361,0.001199516,0.0002572129,0.0006890593,0.0005175567],"domain_scores_gemma":[0.9983712,0.00009903774,0.0007512072,0.0003392126,0.0001389306,0.0003004558],"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":[0.0003409129,0.00009498936,0.0001504889,0.0001549087,0.000123491,0.00001747232,0.0003348501,0.00088523,0.997483,0.000001109106,0.00005909027,0.0003545277],"study_design_scores_gemma":[0.003434853,0.0001061149,0.0001119228,0.0003843642,0.0001197595,0.00003261196,0.0003247873,0.002321848,0.9928498,0.000009881439,0.00003561764,0.0002684092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624438,0.03551072,0.0001916798,0.0001501616,0.0008031053,0.00008497389,0.0001235776,0.00003508411,0.0006569194],"genre_scores_gemma":[0.9992545,0.0003169605,0.0001337503,0.00005506037,0.0001487302,0.000001843248,0.00001660668,0.00002431057,0.00004824167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681072,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768021405385167,"score_gpt":0.2199025669300276,"score_spread":0.2111345455246425,"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."}}