{"id":"W3153129429","doi":"","title":"Nanoscale material design and processing by electron beam energy","year":2001,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Nanoscopic scale; Materials science; Materials processing; Cathode ray; Energy (signal processing); Electron; Nanotechnology; Beam (structure); Engineering physics; Mechanical engineering; Process engineering; Engineering; Structural engineering; Nuclear physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006206502,0.0001773684,0.0003177966,0.0002720582,0.00008415313,0.0002308956,0.0003943202,0.0001297249,0.0002002035],"category_scores_gemma":[0.00006251679,0.0001442659,0.000020118,0.00009577677,0.0001907094,0.0003129402,0.0001036646,0.000106245,0.000002384343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177353,"about_ca_system_score_gemma":0.00006459626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001985873,"about_ca_topic_score_gemma":0.000001601441,"domain_scores_codex":[0.9986272,0.00007122357,0.0004947198,0.0002772813,0.0002455569,0.000284048],"domain_scores_gemma":[0.9991569,0.00001782908,0.0004102566,0.000113175,0.0002505012,0.0000513349],"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":[0.0004442623,0.00005963672,0.00006876035,0.000008282645,0.00001757378,0.00002913062,0.00002496508,9.088321e-7,0.9914449,0.001111346,0.001879794,0.004910423],"study_design_scores_gemma":[0.0003274987,0.0005076966,0.000028345,0.00005084985,0.00001557775,0.001646432,0.00001237938,0.000002972388,0.9705624,0.007907021,0.0187961,0.000142711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862481,0.002001649,0.006502447,0.004352805,0.000633228,0.00009884153,0.00001542291,0.0001055802,0.00004194118],"genre_scores_gemma":[0.9892317,0.002332814,0.007659446,0.0001622234,0.0004219508,0.00001268541,0.000006307755,0.0000214683,0.0001514207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208825,"threshold_uncertainty_score":0.5882991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007076093956541641,"score_gpt":0.2626514336357922,"score_spread":0.2555753396792506,"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."}}