{"id":"W4252024017","doi":"10.1002/ange.201008252","title":"Bending and Stretching Actuation of Soft Materials through Surface‐Initiated Polymerization","year":2011,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polymerization; Bending; Polymer science; Polymer chemistry; Chemistry; Materials science; Nanotechnology; Composite material; Polymer","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":[0.0001227623,0.0003099898,0.0001143863,0.0002329952,0.0001314557,0.0002138335,0.000190817,0.0002679568,0.002178343],"category_scores_gemma":[0.0001302377,0.0001929037,0.000223757,0.0001195359,0.0002328113,0.0002929268,0.0002748771,0.0002508871,0.0004180486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403238,"about_ca_system_score_gemma":0.0001286922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589555,"about_ca_topic_score_gemma":0.0003351571,"domain_scores_codex":[0.9999088,0.00000806591,0.000005795828,0.00001892818,0.00002876835,0.0000295978],"domain_scores_gemma":[0.9999347,0.00001917391,0.00001814683,0.000007693237,0.000005950737,0.00001432693],"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":[0.00005144552,0.0000132211,0.00003412191,0.00004185328,0.000002962533,0.00004974453,0.00003020959,0.0003904813,0.9947737,0.0001886068,0.0001077715,0.004315933],"study_design_scores_gemma":[0.00002520442,0.0001684911,0.0006654786,0.000004023891,0.000004901997,0.00005900767,0.00001074862,0.002515367,0.9950309,0.0001050982,0.001401859,0.00000900871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902267,0.0007326741,0.004215315,0.00009249894,0.00003922329,0.00002086062,0.00007290716,0.0001639613,0.004435821],"genre_scores_gemma":[0.993891,0.0003591177,0.002363534,0.0000379342,0.00001045848,0.00001929638,0.00008093385,0.00002530529,0.003212333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178343,"threshold_uncertainty_score":0.007287264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410147897084969,"score_gpt":0.2617428197285365,"score_spread":0.2076413407576868,"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."}}