{"id":"W1847812267","doi":"10.3390/act4040237","title":"Ionic Polymer Microactuator Activated by Photoresponsive Organic Proton Pumps","year":2015,"lang":"en","type":"article","venue":"Actuators","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ionic bonding; Materials science; Polymer; Microfluidics; Microactuator; Polyacrylic acid; Methacrylate; Chemical engineering; Membrane; Actuator; Nanotechnology; Ion; Chemistry; Polymerization; Composite material; Organic chemistry","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":[0.0001268506,0.0003232592,0.000215814,0.0001876419,0.000103558,0.0002630441,0.0004424133,0.0003420519,0.0005488688],"category_scores_gemma":[0.0002013525,0.0002354225,0.0002137065,0.00009712115,0.0002097671,0.0002949425,0.0002802839,0.0003802324,0.0002865597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083601,"about_ca_system_score_gemma":0.0001229317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001468672,"about_ca_topic_score_gemma":0.0002069467,"domain_scores_codex":[0.9998135,0.00001696494,0.00001255899,0.0000447374,0.00007626895,0.00003602779],"domain_scores_gemma":[0.999866,0.00003152714,0.00004814908,0.000012039,0.0000202439,0.00002194718],"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":[0.00001796736,0.00000603939,0.00003147004,0.00001902162,0.000001944745,0.0000347842,0.000006470255,0.00005945189,0.9986493,0.00007862355,0.00003245443,0.001062536],"study_design_scores_gemma":[0.000003951793,0.00004656974,0.0002516,0.000001057901,0.000004409581,0.00007141261,0.000003043597,0.0009527863,0.997851,0.00001096409,0.0007989032,0.0000042736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613398,0.002065283,0.03181669,0.0002754278,0.0002114045,0.00006927598,0.0001385276,0.0008041894,0.00327933],"genre_scores_gemma":[0.9769577,0.0006449451,0.01886006,0.0001139216,0.000054678,0.00005393173,0.00006999107,0.00003421798,0.00321062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005488688,"threshold_uncertainty_score":0.001836181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688322083478221,"score_gpt":0.190853314791348,"score_spread":0.1841649927078698,"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."}}