{"id":"W2139012167","doi":"10.1002/anie.201303475","title":"Polymer‐Based Muscle Expansion and Contraction","year":2013,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polymer; Materials science; Contraction (grammar); Ammonium chloride; Scroll; Composite material; Chemical engineering; Polymer chemistry; Chemistry; Mechanical engineering; Engineering","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":[0.0001417703,0.0002876395,0.0001343165,0.0001373605,0.0001275484,0.0001487597,0.0002996015,0.0002993605,0.001379501],"category_scores_gemma":[0.0001169496,0.0001196679,0.0001890462,0.00008955073,0.0002319769,0.0002227372,0.0004389909,0.0004018024,0.0004142814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134896,"about_ca_system_score_gemma":0.0001078488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196611,"about_ca_topic_score_gemma":0.0002140265,"domain_scores_codex":[0.9999003,0.000009071152,0.000006530454,0.00003305636,0.00002490482,0.00002605434],"domain_scores_gemma":[0.9999443,0.00001441488,0.00001464754,0.000004626443,0.000004959913,0.00001693506],"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":[0.0000389412,0.00001893231,0.00003368666,0.00005640104,0.000002701254,0.00002604452,0.00001256919,0.00004617269,0.9954708,0.0001563876,0.00008694979,0.004050497],"study_design_scores_gemma":[0.00002635884,0.0002069269,0.001076057,0.000006928695,0.000006476684,0.00008192376,0.000008006672,0.0008979658,0.9939056,0.00004551906,0.00373199,0.000006279489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962077,0.004216345,0.02340261,0.0003722134,0.0002033425,0.000140637,0.0002713576,0.0002897746,0.009026651],"genre_scores_gemma":[0.9791203,0.001775853,0.01103693,0.0002208022,0.00004194837,0.0001583393,0.0001876617,0.00002746297,0.007430714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379501,"threshold_uncertainty_score":0.00461483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007703417243160801,"score_gpt":0.2136987686309312,"score_spread":0.2059953513877704,"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."}}