{"id":"W125574782","doi":"10.1007/978-3-642-30229-9_29","title":"Ion Beam Treatments for Enhancement of Surface Conductivity and Durability of Space Polymers: Results, Analysis, Mechanisms","year":2012,"lang":"en","type":"book-chapter","venue":"Astrophysics and space science proceedings","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Interface Biologics (Canada); University of Toronto; Integrity Testing Laboratory (Canada)","funders":"","keywords":"Ion beam; Materials science; Ion implantation; Polymer; Beam (structure); Ion; Surface layer; Nanotechnology; Composite material; Optoelectronics; Engineering physics; Optics; Layer (electronics); Chemistry; Engineering; Physics","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":[0.0002040529,0.0006200966,0.0004403575,0.000457847,0.0002987389,0.0005921927,0.0005019591,0.0005634379,0.00287663],"category_scores_gemma":[0.0001279018,0.0003028201,0.0005200417,0.0007420452,0.0002429858,0.0008368623,0.0003383845,0.0009051434,0.0009391772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284958,"about_ca_system_score_gemma":0.0001758507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001821763,"about_ca_topic_score_gemma":0.0003668096,"domain_scores_codex":[0.9998416,0.000009958972,0.00000684444,0.00003923688,0.00008017556,0.0000221681],"domain_scores_gemma":[0.9999413,0.00002308097,0.00001005445,0.000007240283,0.00001439731,0.000003850132],"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":[0.0001234097,0.00009432004,0.0001702784,0.0004983139,0.00002223285,0.0001060406,0.0001409621,0.0003895776,0.9489017,0.001233126,0.001508338,0.04681167],"study_design_scores_gemma":[0.000004758721,0.0001617488,0.0006106952,0.00001196532,0.00002042643,0.0002133295,0.00002646591,0.0003831061,0.9809386,0.0002564409,0.01736085,0.00001154419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6371987,0.2331447,0.05830657,0.0008943412,0.0009860278,0.0002155702,0.001048581,0.000865416,0.06734007],"genre_scores_gemma":[0.6955216,0.1229621,0.03909003,0.0005167403,0.0002917403,0.0001927501,0.001374183,0.0005508759,0.1395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00287663,"threshold_uncertainty_score":0.009623289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421008665348095,"score_gpt":0.234663306974024,"score_spread":0.2204532203205431,"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."}}