{"id":"W1982683024","doi":"10.1021/jp052630z","title":"Redox-Induced Surface Stress of Polypyrrole-Based Actuators","year":2005,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polypyrrole; Redox; Materials science; Stress (linguistics); Actuator; Composite material; Computer science; Polymerization; Polymer; Metallurgy; Artificial intelligence","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":[0.0001850917,0.0004258821,0.0001360078,0.0001314879,0.0001055645,0.0001976072,0.0002908008,0.0003198781,0.0004977422],"category_scores_gemma":[0.0004050539,0.000146414,0.0001228344,0.00009581125,0.0002107872,0.0002879715,0.0001674795,0.0003128567,0.000124248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794451,"about_ca_system_score_gemma":0.00008708911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744588,"about_ca_topic_score_gemma":0.0002465049,"domain_scores_codex":[0.9998302,0.00001889804,0.00001031408,0.00003655328,0.00007523714,0.00002873738],"domain_scores_gemma":[0.9997515,0.00007538621,0.00007459538,0.00001850204,0.00005014912,0.00002984892],"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":[0.000008926742,0.000003123652,0.00009377061,0.00001126539,8.655145e-7,0.00001857835,0.000008406493,0.00003890613,0.9990689,0.000009488513,0.00000440251,0.0007333669],"study_design_scores_gemma":[0.000002519421,0.0001001891,0.002220585,0.000001325845,0.000002459486,0.00007414851,0.00001168094,0.001118568,0.9962514,0.00002357524,0.0001904503,0.000003103637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959263,0.0005151004,0.003065006,0.00005007706,0.00002057072,0.00001296736,0.00004714482,0.00002938538,0.0003336569],"genre_scores_gemma":[0.9954283,0.0003888271,0.003609895,0.00002758471,0.00001647664,0.00001327925,0.00006068286,0.000006915026,0.000448024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004977422,"threshold_uncertainty_score":0.001665056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431033711045209,"score_gpt":0.2677119480167836,"score_spread":0.2534016109063315,"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."}}