{"id":"W3034110854","doi":"10.1021/acs.langmuir.0c00301","title":"Bio-Inspired Passion Fruit-like Fe<sub>3</sub>O<sub>4</sub>@C Nanospheres Enabling High-Stability Magnetorheological Performances","year":2020,"lang":"en","type":"article","venue":"Langmuir","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Magnetorheological fluid; Materials science; Dispersion stability; Suspension (topology); Calcination; Nanoparticle; Wetting; Hydrothermal circulation; Nanotechnology; Viscosity; Settling; Chemical engineering; Penetration (warfare); Dispersion (optics); Rheology; Composite material; Magnetic field; Chemistry; Optics; Organic chemistry; Physics; Thermodynamics","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":[0.00008032572,0.0003180514,0.000156634,0.0001518974,0.0001071106,0.0001945206,0.0002499862,0.0004210967,0.0008152521],"category_scores_gemma":[0.0001763948,0.0001285754,0.0001912684,0.0000937122,0.000232495,0.0003624658,0.0001795951,0.000296729,0.0002677117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310425,"about_ca_system_score_gemma":0.0001068796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004037124,"about_ca_topic_score_gemma":0.0008136267,"domain_scores_codex":[0.9999554,0.000003339544,0.00000252215,0.00001478077,0.00001493953,0.000009113717],"domain_scores_gemma":[0.999895,0.00002123712,0.0000346762,0.000008867236,0.00002520119,0.00001511152],"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":[0.00001283974,0.000003301489,0.00004584672,0.00002629188,0.000003177453,0.00002205205,0.000006362131,0.00007446385,0.9988723,0.0000628941,0.00005001355,0.0008203724],"study_design_scores_gemma":[0.000004243839,0.00004991576,0.0008636054,0.000002031162,0.000007051974,0.00009171043,0.000008594205,0.001038778,0.9962597,0.00003550579,0.001633262,0.000005707906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778321,0.001166287,0.01704335,0.0001446132,0.0000566831,0.00005032161,0.0002341567,0.0004431671,0.003029295],"genre_scores_gemma":[0.9837291,0.000425955,0.01282207,0.00008119917,0.00001483248,0.00003099145,0.0001558726,0.00005151793,0.002688491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008152521,"threshold_uncertainty_score":0.00272727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564084821565952,"score_gpt":0.1919767353171405,"score_spread":0.176335887101481,"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."}}