{"id":"W1987499223","doi":"10.1117/12.881668","title":"Modelling approaches for a novel balloon-shape actuator made of electroactive polymers","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Actuator; Dielectric elastomers; Materials science; Hyperelastic material; Elastomer; Electroactive polymers; Dielectric; Finite element method; Composite material; Polymer; Compression (physics); Mechanical engineering; Structural engineering; Engineering; Electrical engineering; Optoelectronics","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":[0.000266097,0.0005619928,0.0004910404,0.0004157408,0.0003481965,0.0008189978,0.001103597,0.001985228,0.003021505],"category_scores_gemma":[0.0004627568,0.0005368968,0.0007256586,0.0003097535,0.0004028695,0.0008824066,0.0004096996,0.0005755808,0.0007627018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480259,"about_ca_system_score_gemma":0.0008725097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105642,"about_ca_topic_score_gemma":0.002877126,"domain_scores_codex":[0.9998685,0.00002190088,0.000007641785,0.00002943021,0.00005607335,0.00001653144],"domain_scores_gemma":[0.9998631,0.00006020513,0.00002460606,0.00001443675,0.00003076212,0.000006875828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002651107,0.00003757365,0.0002923088,0.0001563963,0.00001414891,0.0001954616,0.0001115254,0.9494768,0.03592112,0.007696536,0.0002214326,0.00585007],"study_design_scores_gemma":[0.000003955906,0.00001740474,0.0001066083,0.00001025984,0.000004375967,0.00005062165,0.00001758064,0.9941267,0.002882125,0.0007371028,0.0020355,0.000007773676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06278569,0.0007400745,0.9199603,0.0003788325,0.00006364974,0.0001253804,0.0002521031,0.0003640767,0.01532993],"genre_scores_gemma":[0.7219949,0.00193547,0.246521,0.0001274616,0.00003610626,0.0007058013,0.0003406118,0.0002048021,0.0281338],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003105642,"threshold_uncertainty_score":0.01010793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249412334062774,"score_gpt":0.2031498280338765,"score_spread":0.1782085946275991,"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."}}