{"id":"W1491354796","doi":"10.1002/9781118774052.ch9","title":"Polymer MEMS Sensors","year":2014,"lang":"en","type":"other","venue":"","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Piezoresistive effect; Materials science; Cantilever; Microelectromechanical systems; Nanocomposite; Polymer; Piezoelectricity; Nanotechnology; Explosive material; Polymer nanocomposite; Transistor; Optoelectronics; Composite material; Electrical engineering; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472623,0.0009488933,0.0003606686,0.0007109518,0.0003951406,0.00102638,0.000684321,0.0008857176,0.03984033],"category_scores_gemma":[0.0002348616,0.0003673497,0.0002680948,0.0005733105,0.0001892558,0.001032341,0.00063602,0.0006950695,0.02738846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270785,"about_ca_system_score_gemma":0.0002468699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002750013,"about_ca_topic_score_gemma":0.0007689858,"domain_scores_codex":[0.9993966,0.00002253028,0.00001674524,0.0001395842,0.0003749515,0.00004956457],"domain_scores_gemma":[0.9999019,0.0000128708,0.00001119022,0.00001258949,0.00005288342,0.000008532331],"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":[0.0001083423,0.0001017613,0.0003777938,0.0005432661,0.00002734464,0.0001488113,0.00007759595,0.0004343677,0.5901247,0.006680796,0.05136939,0.3500058],"study_design_scores_gemma":[0.00001385446,0.0001278296,0.001408458,0.00005965914,0.00002577889,0.0004446717,0.00004438694,0.001522402,0.4384331,0.0007281513,0.5571684,0.00002337039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04300708,0.03355603,0.1039975,0.002808635,0.00619655,0.0007894199,0.003590411,0.005926502,0.8001279],"genre_scores_gemma":[0.09796992,0.01403631,0.0412146,0.001348134,0.0008223141,0.0002111166,0.002083805,0.0003346954,0.841979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03984033,"threshold_uncertainty_score":0.1332792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006398278601699648,"score_gpt":0.2242088409196115,"score_spread":0.2178105623179118,"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."}}