{"id":"W2140722005","doi":"10.1007/s00542-014-2093-z","title":"Unimorph and bimorph piezoelectric energy harvester stimulated by β-emitting radioisotopes: a modeling study","year":2014,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unimorph; Bimorph; Piezoelectricity; Energy harvesting; Materials science; Cantilever; Power (physics); Acoustics; Optoelectronics; Physics; Composite material","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":[0.0002212332,0.0003065647,0.0004582262,0.0002066005,0.0003066538,0.0005073439,0.0007792406,0.0008974245,0.003715172],"category_scores_gemma":[0.0003363725,0.0003433239,0.0004190365,0.0002961202,0.0004160937,0.001084835,0.0002582417,0.0003110168,0.000396696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441974,"about_ca_system_score_gemma":0.0004633956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744824,"about_ca_topic_score_gemma":0.001863673,"domain_scores_codex":[0.9999378,0.000009854545,0.000001825402,0.0000142853,0.00002242545,0.00001392348],"domain_scores_gemma":[0.9998556,0.00008411689,0.00002665842,0.0000117652,0.00001334539,0.000008451818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001677602,0.0002994852,0.001030552,0.0002789375,0.00004113073,0.0005190013,0.0001327015,0.9069605,0.05363696,0.02514908,0.0007419321,0.01104197],"study_design_scores_gemma":[0.00001102006,0.00005807533,0.0004537635,0.000004471371,0.000009130133,0.00005438892,0.00002982058,0.9951455,0.00227932,0.001170406,0.0007772768,0.000006779932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770632,0.002263257,0.1323158,0.0007124108,0.00007783206,0.0001494653,0.0004017371,0.0002304358,0.09321705],"genre_scores_gemma":[0.9747915,0.0007606651,0.006150451,0.00006870658,0.00001947375,0.00008234927,0.00005152853,0.00003233941,0.01804304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003715172,"threshold_uncertainty_score":0.01242852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006194184533648086,"score_gpt":0.194728604537014,"score_spread":0.1885344200033659,"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."}}