{"id":"W2105163557","doi":"10.1039/c4ra16443a","title":"Selective current collecting design for spring-type energy harvesters","year":2015,"lang":"en","type":"article","venue":"RSC Advances","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea","keywords":"Spring (device); Current (fluid); Shell (structure); Energy harvesting; Energy (signal processing); Materials science; SPring-8; Type (biology); Piezoelectricity; Optoelectronics; Electrical engineering; Mechanical engineering; Engineering; Composite material; Physics; Structural engineering; Biology; Ecology; Beam (structure)","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":[0.000227707,0.0004346925,0.0004540224,0.0002373851,0.0003431371,0.0003450823,0.001085486,0.0005922797,0.0009684644],"category_scores_gemma":[0.0002562015,0.0003464813,0.0003053807,0.0002445912,0.0003448234,0.0008240819,0.0003777396,0.0003891614,0.000799523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027693,"about_ca_system_score_gemma":0.0003926505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051575,"about_ca_topic_score_gemma":0.0006499583,"domain_scores_codex":[0.9997813,0.00001663171,0.00001681762,0.0000794936,0.00007844162,0.00002736118],"domain_scores_gemma":[0.999744,0.00005498022,0.0000805898,0.00002929869,0.0000656405,0.00002548181],"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":[0.00003044802,0.00001560757,0.0001050944,0.00005403641,0.000006589019,0.0000441831,0.00002860374,0.0004581921,0.9948198,0.0005614329,0.000154508,0.003721495],"study_design_scores_gemma":[0.00001689281,0.000127951,0.0005883159,0.00000442503,0.00001167616,0.0001287083,0.00001416582,0.01029616,0.9849193,0.0001805295,0.003695195,0.00001661859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5795436,0.001369552,0.4093986,0.0005420626,0.0002124132,0.0002417756,0.0003911275,0.001749854,0.006551043],"genre_scores_gemma":[0.8151916,0.0007136704,0.1739196,0.0001936162,0.0001073318,0.0003433797,0.0002332185,0.0001259635,0.009171578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085486,"threshold_uncertainty_score":0.00323981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06408676969802714,"score_gpt":0.2914353872678556,"score_spread":0.2273486175698285,"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."}}