{"id":"W2998902621","doi":"10.1002/adfm.202070012","title":"Stimuli‐Responsive Actuation: Harnessing the Power of Stimuli‐Responsive Polymers for Actuation (Adv. Funct. Mater. 2/2020)","year":2020,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Actuator; Nanotechnology; Smart material; Power (physics); Polymer; Electrical engineering; Engineering; Composite material; Physics","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":[0.0003003496,0.000658452,0.0002317744,0.0004960761,0.0002975176,0.0008463092,0.0004127332,0.0008061524,0.00307778],"category_scores_gemma":[0.0003442839,0.0003396512,0.0003065159,0.0003145384,0.0005573857,0.001175664,0.0004439523,0.0007655559,0.001106088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809337,"about_ca_system_score_gemma":0.0002175963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177293,"about_ca_topic_score_gemma":0.000388519,"domain_scores_codex":[0.999752,0.00002166561,0.0000115662,0.00006814075,0.0001036394,0.00004300535],"domain_scores_gemma":[0.9998952,0.00003815343,0.0000313194,0.000007456837,0.00001241627,0.00001541019],"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":[0.00008919505,0.00007554142,0.00007204426,0.0004224278,0.00001957523,0.0001994167,0.0001008272,0.0004080046,0.9416412,0.007281485,0.00575353,0.04393676],"study_design_scores_gemma":[0.00001755725,0.0001111526,0.0003072923,0.00001904655,0.00001297349,0.000264924,0.00001634716,0.001814433,0.9476006,0.0007375807,0.04906704,0.00003101409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4700568,0.1697313,0.1478361,0.009794058,0.008395713,0.0008219838,0.001852321,0.004914531,0.1865972],"genre_scores_gemma":[0.8211825,0.05023641,0.05879207,0.006032094,0.001240673,0.0004017298,0.0008626793,0.0004522162,0.06079957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00307778,"threshold_uncertainty_score":0.01029617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619843062531467,"score_gpt":0.2534336955854454,"score_spread":0.2272352649601307,"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."}}