{"id":"W2317812778","doi":"10.1557/proc-0960-n12-04","title":"Nano-Graphitization in Amorphous Carbon Films via Electron Beam Irradiation and the Iron Implantation","year":2006,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Irradiation; Amorphous solid; Amorphous carbon; Electron beam processing; Carbon fibers; Thin film; Composite material; Nanotechnology; Chemical engineering; Composite number; Crystallography; 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":[0.0006882799,0.0001342499,0.000166065,0.0001584451,0.0001137924,0.0002300883,0.0001271198,0.00008066351,0.00003463176],"category_scores_gemma":[0.00003676664,0.0001018143,0.00002245912,0.0003066111,0.0001260642,0.0002292538,0.00002989428,0.00007949831,0.000007684648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601158,"about_ca_system_score_gemma":0.00002868968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313864,"about_ca_topic_score_gemma":0.0001331095,"domain_scores_codex":[0.9987852,0.00002948276,0.0002598818,0.0002833365,0.000301607,0.0003405047],"domain_scores_gemma":[0.9996687,0.00004187263,0.000116183,0.00006490119,0.0000722331,0.00003610898],"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":[0.0001791736,0.00002633214,0.00309416,0.00005191886,9.871706e-7,7.573275e-7,0.000235457,0.00004682844,0.9945244,0.001467558,0.0001721236,0.0002003218],"study_design_scores_gemma":[0.001680545,0.0001071613,0.02917107,0.00003287928,0.00001635967,0.00001629831,0.0001185601,0.001942238,0.962167,0.004444039,0.0001012897,0.0002025894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968024,0.000171559,0.00001107832,0.0002348904,0.0001190972,0.0004046276,0.000005535464,0.00006768233,0.002183139],"genre_scores_gemma":[0.999443,0.00006712043,0.00004809018,0.000053386,0.0001094586,0.0001144455,0.00002993323,0.0000187786,0.0001158028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235742,"threshold_uncertainty_score":0.4151866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003333460659327825,"score_gpt":0.2062519399605791,"score_spread":0.2029184793012512,"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."}}