{"id":"W2790741468","doi":"10.1016/j.electacta.2018.02.003","title":"Ultrathin electrochemically driven conducting polymer actuators: fabrication and electrochemomechanical characterization","year":2018,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"H2020 Marie Skłodowska-Curie Actions; Agence Nationale de la Recherche; European Commission; Equipex","keywords":"Materials science; PEDOT:PSS; Microfabrication; Conductive polymer; Nanotechnology; Actuator; Polymer; Fabrication; Microsystem; Electroactive polymers; Electrode; Bending; Composite material; Layer (electronics); Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009540215,0.0002830682,0.0002703172,0.0001021351,0.000158354,0.00008898158,0.0001735411,0.0001672585,0.00005924012],"category_scores_gemma":[0.0001473538,0.0002965076,0.00003966043,0.0002728796,0.00007134007,0.0003164042,0.00002657713,0.000246703,0.00002266025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008781406,"about_ca_system_score_gemma":0.00002673178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001730906,"about_ca_topic_score_gemma":0.000003260513,"domain_scores_codex":[0.9985286,0.00003936371,0.0003277738,0.0003737526,0.0001541595,0.0005763381],"domain_scores_gemma":[0.9993823,0.00005949995,0.00008631856,0.0002356628,0.00009990469,0.0001363289],"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":[0.00002943656,0.00001387672,0.00001708301,0.00001557514,0.00003254227,4.728845e-7,0.0001448243,0.000001239797,0.9978772,0.0004234769,0.00009542421,0.00134888],"study_design_scores_gemma":[0.0002160731,0.0001348671,0.0001803721,0.00001911014,0.000023415,0.00005057149,0.000009434076,0.002514285,0.9954238,0.0003446811,0.0007543205,0.0003290562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749622,0.00003524482,0.02331792,0.0001399693,0.0001760653,0.0001252196,0.000004267532,0.0006731591,0.0005658959],"genre_scores_gemma":[0.9968251,0.0001230513,0.001706952,0.0001823137,0.0008080918,0.00002206829,0.0001314996,0.00008033327,0.0001205709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02186286,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119678235640447,"score_gpt":0.2169839394760432,"score_spread":0.2057871571196388,"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."}}