{"id":"W2314648407","doi":"10.1021/acsami.5b00190","title":"Cross-Linking the Surface of Cured Polydimethylsiloxane via Hyperthemal Hydrogen Projectile Bombardment","year":2015,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"China Academy of Engineering Physics; National Natural Science Foundation of China","keywords":"Polydimethylsiloxane; Materials science; Projectile; Nanoindentation; Contact angle; Hydrogen; Stiffness; Cross section (physics); Composite material; Chemical engineering; Nanotechnology; Chemistry; Organic 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":[0.00009067175,0.0003505788,0.00008698155,0.00012315,0.0001172457,0.0001228364,0.0001381364,0.0001821758,0.0009270471],"category_scores_gemma":[0.0001345542,0.0001102452,0.0001748197,0.00009675878,0.0001679704,0.0001772594,0.0001934014,0.0003283581,0.0002131111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629337,"about_ca_system_score_gemma":0.0001191378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429473,"about_ca_topic_score_gemma":0.0004780087,"domain_scores_codex":[0.9999354,0.000005400451,0.000003648779,0.00001598406,0.00002516704,0.00001440755],"domain_scores_gemma":[0.9998976,0.00002426606,0.00003516497,0.00001949184,0.00001088698,0.00001257709],"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":[0.000009148576,0.000002878121,0.0000546664,0.00001808315,0.000002411323,0.00003040198,0.000008067147,0.00006539861,0.9989899,0.00003502422,0.00001119624,0.0007728452],"study_design_scores_gemma":[9.518268e-7,0.00004217644,0.0007949858,8.63724e-7,0.000002727093,0.00004713467,0.000004333208,0.0002306025,0.9983295,0.000009894738,0.0005356721,0.000001203394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873309,0.0006946957,0.01027112,0.00006940799,0.00003585016,0.0000292507,0.000137603,0.00005892119,0.001372265],"genre_scores_gemma":[0.9902812,0.0008016837,0.007129217,0.0000443378,0.000008814006,0.00001458654,0.0001714669,0.00002045432,0.001528173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009270471,"threshold_uncertainty_score":0.003101349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007338398182395,"score_gpt":0.2958710397696842,"score_spread":0.2657976557878602,"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."}}