{"id":"W3020753835","doi":"10.1002/marc.202000161","title":"Energy‐Dissipating Polymeric Silicone Surfactants","year":2020,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Silicone; Viscoelasticity; Materials science; Polymer; Silicone oil; Composite material; Viscosity; Rheometry; Polymer science; Polymer 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":[0.0001386798,0.0003184604,0.0001205567,0.0001958223,0.0001001704,0.0001846218,0.0001502351,0.0002040107,0.00136835],"category_scores_gemma":[0.0002179083,0.000102357,0.0001398695,0.0001761892,0.0001357787,0.0002773463,0.0001832479,0.00028696,0.0003718206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271992,"about_ca_system_score_gemma":0.0001377555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042081,"about_ca_topic_score_gemma":0.0002572653,"domain_scores_codex":[0.9999187,0.00001122398,0.000006644115,0.00001262535,0.00003576834,0.00001495143],"domain_scores_gemma":[0.9998931,0.00002680719,0.00004108035,0.000007175478,0.00001584542,0.00001599937],"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":[0.0000280846,0.000009398715,0.00007813891,0.00009067159,0.000002722235,0.00004329635,0.00001702244,0.0001772028,0.9935932,0.000443076,0.00006808471,0.005449131],"study_design_scores_gemma":[0.000004263947,0.00009245022,0.0002105501,0.000009328213,0.000004654311,0.00008158796,0.000007873,0.0005618322,0.994009,0.0000885265,0.004927134,0.000002871888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539801,0.006067542,0.03116078,0.0002021846,0.0001148036,0.00005251288,0.0001776517,0.0003067552,0.007937648],"genre_scores_gemma":[0.9745842,0.003722776,0.016124,0.00009429018,0.00002312131,0.0000516273,0.0001897149,0.00003339517,0.005176841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136835,"threshold_uncertainty_score":0.004577577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302284503098859,"score_gpt":0.2539831541413095,"score_spread":0.2237547038314236,"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."}}