{"id":"W2581682171","doi":"10.1557/adv.2017.83","title":"Modeling of Plasma Expansion during Pulsed Electron Beam Ablation of Graphite","year":2017,"lang":"en","type":"article","venue":"MRS Advances","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Plasma; Nanosecond; Plume; Graphite; Thin film; Substrate (aquarium); Cathode ray; Beam (structure); Ablation; Deposition (geology); Pulsed laser deposition; Electron; Argon; Atomic physics; Optics; Nanotechnology; Laser; Composite material; Thermodynamics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007159666,0.0001144299,0.0001908906,0.00008779417,0.000131196,0.00001366876,0.0001619648,0.0000600049,0.000009305752],"category_scores_gemma":[0.00002418059,0.000112684,0.00005347828,0.00006115528,0.00002796489,0.0004998293,0.00001650678,0.0001068568,0.000002170813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002224297,"about_ca_system_score_gemma":0.000007794787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002535125,"about_ca_topic_score_gemma":0.00008364735,"domain_scores_codex":[0.9993064,0.000006851646,0.0002317534,0.0001258548,0.0001389974,0.0001901743],"domain_scores_gemma":[0.9995531,0.00001871289,0.00009166126,0.0002731241,0.00003240519,0.00003097611],"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":[0.0000278897,0.000007867758,0.0005663599,0.00008706807,0.00001017524,6.256952e-7,0.00006931235,0.4656823,0.5328837,0.00005202396,6.539594e-7,0.0006120714],"study_design_scores_gemma":[0.0002585709,0.00003669161,0.001111196,0.00007482677,0.000009254478,0.00000107722,0.00001881395,0.217321,0.78057,0.000467074,0.00003691774,0.00009457537],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963302,0.0003165314,0.001566595,0.000008168302,0.0002093946,0.00008217135,0.000007688995,0.00006397997,0.001415287],"genre_scores_gemma":[0.9986913,0.0005643652,0.0006439995,9.00807e-7,0.0000446806,0.000005521481,0.000005892002,0.00001776079,0.0000255568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2483613,"threshold_uncertainty_score":0.4595122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008101114785429873,"score_gpt":0.2344040265248007,"score_spread":0.2263029117393708,"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."}}