{"id":"W2081526581","doi":"10.1557/proc-0889-w04-04","title":"The Effect of Temperature Exposure on Polypyrrole Actuation","year":2005,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polypyrrole; Materials science; Propylene carbonate; Composite material; Contraction (grammar); Strain (injury); Electrochemistry; Electrode; Polymerization; Polymer; Chemistry; Physical 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":[],"consensus_categories":[],"category_scores_codex":[0.0003042576,0.00007900203,0.00008331947,0.00002163682,0.0002375817,0.00007352456,0.0001653923,0.00004463341,0.0000504492],"category_scores_gemma":[0.0000748009,0.0000466753,0.00003257409,0.000114445,0.00005304646,0.00009590084,0.0000213356,0.00007729227,0.00006187879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173752,"about_ca_system_score_gemma":0.000009665914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007208681,"about_ca_topic_score_gemma":0.000002119001,"domain_scores_codex":[0.9994355,0.000005235825,0.0001253436,0.0001442032,0.0001564801,0.0001331638],"domain_scores_gemma":[0.99967,0.00007415458,0.00008959076,0.0000935967,0.00004404142,0.00002861074],"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":[0.00002461677,0.000008391335,0.0002748308,0.000007863267,0.000001731651,1.947055e-8,0.0002907421,0.000002404413,0.9885877,0.0005776072,0.002495379,0.007728682],"study_design_scores_gemma":[0.0001567453,0.0001821586,0.0005934214,0.00001586589,0.000008042849,0.000001492281,0.00009955611,0.00001351197,0.9900366,0.00003882477,0.00880173,0.0000520232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953144,0.0001128232,0.000001211602,0.002380396,0.00008278742,0.0001673384,0.000003146014,0.00004639135,0.001891468],"genre_scores_gemma":[0.9986657,0.000005146731,0.00007188298,0.00007953963,0.0001853736,0.00004780821,0.000001106177,0.000008173078,0.0009352966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007676659,"threshold_uncertainty_score":0.1903364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00654171919980505,"score_gpt":0.2416137174361213,"score_spread":0.2350719982363162,"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."}}