{"id":"W3024005836","doi":"10.1115/1.4047178","title":"Analytical and Experimental Study of Magnetomechanical Properties of Magnetic Porous PDMS Sponge Under Non-Uniform Magnetic Fields","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Mechanics","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Materials science; Polydimethylsiloxane; Magnetic field; Composite material; Porosity; Coupling (piping); Porous medium; Compression (physics); Elastomer; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002899056,0.0002896489,0.0001342079,0.0002533701,0.0001749646,0.0001325505,0.0002083681,0.0002115932,0.0007180435],"category_scores_gemma":[0.0003853453,0.0001377841,0.0001232779,0.0002491415,0.0003704307,0.0001976905,0.0001221782,0.0002109428,0.0001550944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180673,"about_ca_system_score_gemma":0.0001408914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005251715,"about_ca_topic_score_gemma":0.0008695169,"domain_scores_codex":[0.9997947,0.00001897511,0.00001078856,0.000043758,0.0001048557,0.00002690679],"domain_scores_gemma":[0.9997159,0.0001054578,0.00008645929,0.00002178038,0.00005102037,0.00001949277],"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":[0.00001917391,0.000008675014,0.0001602713,0.00004218382,0.000001746812,0.00004117253,0.00002460748,0.0001533998,0.9986078,0.00006248805,0.0000181322,0.0008603476],"study_design_scores_gemma":[0.000004478567,0.00006588793,0.002509971,0.000002645771,0.000004727081,0.00005831938,0.00003717527,0.002503778,0.9943878,0.00003164314,0.000385397,0.000008129926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787384,0.00058868,0.01806983,0.00008309034,0.00003624279,0.00004142566,0.00033787,0.000105441,0.001999113],"genre_scores_gemma":[0.9913884,0.0003590866,0.007538413,0.00002409569,0.00001054055,0.00003156452,0.00007033408,0.000007364838,0.0005701956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007180435,"threshold_uncertainty_score":0.002402127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772056908603287,"score_gpt":0.2096961307031492,"score_spread":0.1919755616171163,"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."}}