{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581469,0.0001926023,0.0002527125,0.00004549063,0.0005660952,0.000151171,0.001527487,0.0000606567,0.000431679],"category_scores_gemma":[0.00005242167,0.0002030515,0.0001130743,0.000423356,0.0001478962,0.0001355065,0.0007096844,0.0001681065,0.0001622864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002667346,"about_ca_system_score_gemma":0.00006485183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004053624,"about_ca_topic_score_gemma":0.00001337022,"domain_scores_codex":[0.9983258,0.0003308829,0.0003989184,0.0003310607,0.0002352521,0.0003780766],"domain_scores_gemma":[0.9979702,0.0001227591,0.0001657137,0.001477321,0.00005539772,0.0002086201],"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":[0.000008152132,0.00006471622,0.00007268524,0.000008719151,0.00001687619,0.000009072603,0.0006081058,0.00003262916,0.9868461,0.001760166,0.00008613284,0.01048667],"study_design_scores_gemma":[0.0004982844,0.0001140361,0.0001802591,0.00003752828,0.00005455598,0.00003195703,0.0002338818,0.04840705,0.9292067,0.0002072706,0.02051984,0.0005085892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8223547,0.05163691,0.07800372,0.02588761,0.0003419584,0.0004315885,0.0001734077,0.001155351,0.02001478],"genre_scores_gemma":[0.9866834,0.0002891815,0.009890987,0.002941596,0.00003435602,0.00003049058,0.00006347854,0.00003675865,0.00002978794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1643287,"threshold_uncertainty_score":0.8280199,"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."}}