{"id":"W2042867412","doi":"10.1016/j.synthmet.2010.04.001","title":"Electro-stiffening in polypyrrole films: Dependence of Young's modulus on oxidation state, load and frequency","year":2010,"lang":"en","type":"article","venue":"Synthetic Metals","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polypyrrole; Stiffening; Materials science; Composite material; Modulus; Young's modulus; Polymer chemistry; Polymer; Polymerization","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716555,0.000104797,0.0001792851,0.00007682801,0.00006178642,0.00003371413,0.0001573524,0.00004684033,0.0006282643],"category_scores_gemma":[0.000289921,0.0000928931,0.00002539518,0.0001409598,0.0001059461,0.0001087448,0.00003215464,0.0001266022,0.00005008651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001290388,"about_ca_system_score_gemma":0.00006165875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009208616,"about_ca_topic_score_gemma":0.0002124731,"domain_scores_codex":[0.9989725,0.000050473,0.0002722043,0.0002846534,0.0002159114,0.0002042534],"domain_scores_gemma":[0.9993596,0.00009246611,0.0001436469,0.0003073511,0.00004526428,0.00005168618],"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":[0.000006183502,0.00003496314,0.00027319,0.000008076497,0.000002339137,8.1134e-7,0.0001936373,0.00001015033,0.9960811,0.001335497,0.000009321254,0.002044801],"study_design_scores_gemma":[0.0001194414,0.0000305346,0.001594543,0.00002493859,0.00001008033,0.00001157616,0.00006735587,0.0002803145,0.9946277,0.003112973,0.00002132495,0.00009925085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976295,0.0001226672,0.0005497562,0.0001230574,0.0002235028,0.0001665988,0.00001299726,0.00002462204,0.001147357],"genre_scores_gemma":[0.9963167,0.000008842439,0.003269998,0.00001571152,0.00001238935,0.00003622374,0.000001861053,0.000009796011,0.000328419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720242,"threshold_uncertainty_score":0.6879054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193293922598525,"score_gpt":0.251810129414242,"score_spread":0.2398771901882567,"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."}}