{"id":"W2800414611","doi":"10.1088/1361-6455/aac34e","title":"RBED cross sections for the ionization of atomic inner shells by electron-impact","year":2018,"lang":"en","type":"article","venue":"Journal of Physics B Atomic Molecular and Optical Physics","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Atomic physics; Ionization; Electron ionization; Electron; Materials science; Ion; Physics; Nuclear 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":[0.0002268176,0.0002878357,0.0004638078,0.00002936819,0.0002334898,0.00009351736,0.0002898496,0.00007466671,0.000013572],"category_scores_gemma":[0.00002082304,0.0002126061,0.0005152238,0.0002996318,0.000416958,0.0002446506,0.00007513466,0.0003301302,0.000005078308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005960238,"about_ca_system_score_gemma":0.0002614927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066628,"about_ca_topic_score_gemma":2.17409e-7,"domain_scores_codex":[0.9984919,0.00005499422,0.0005467316,0.0002332578,0.0003055175,0.0003676131],"domain_scores_gemma":[0.9980455,0.0001612508,0.0005333414,0.0003009755,0.0008115604,0.0001473482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005540611,0.001110389,0.003174664,0.00007525946,0.002513341,0.000002407868,0.0007830522,0.005028986,0.4036989,0.5360223,0.005857817,0.04117884],"study_design_scores_gemma":[0.001902574,0.0004536289,0.0002554072,0.00004215803,0.0004645498,0.00000692761,0.00009003972,0.0139313,0.8320615,0.1496262,0.000819838,0.0003458978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4573664,0.0001044993,0.5417883,0.00005525663,0.0001287879,0.0001810916,0.00004410353,0.000005646219,0.0003259054],"genre_scores_gemma":[0.9975283,0.00001764967,0.001023015,0.0001277777,0.001154308,0.000008969469,0.00003190418,0.00005489152,0.00005322203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5407653,"threshold_uncertainty_score":0.8669824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005933996702276966,"score_gpt":0.2785928560135774,"score_spread":0.2726588593113005,"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."}}