{"id":"W2080524235","doi":"10.1017/s1431927606069686","title":"CASINO a Powerful Simulation Tool for Cathodoluminescence Applications","year":2006,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cathodoluminescence; Microanalysis; Materials science; Chemistry; Optoelectronics","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":[0.0003318526,0.00019078,0.0002796398,0.0001316491,0.0002938104,0.0001688978,0.0001727651,0.00009446708,0.00009515225],"category_scores_gemma":[0.00001866716,0.000184425,0.000114753,0.0002931844,0.0001219404,0.0001496092,0.00003549591,0.00006585262,0.00003120571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006592674,"about_ca_system_score_gemma":0.00003901514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027005,"about_ca_topic_score_gemma":0.000132855,"domain_scores_codex":[0.9986847,0.00004088552,0.000335592,0.0004815604,0.00009882166,0.0003584411],"domain_scores_gemma":[0.9992661,0.0001098414,0.0001397468,0.0003135716,0.0001279289,0.00004279034],"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":[0.00003294651,0.00006465653,0.00101178,0.00002807658,0.000008593813,4.744223e-7,0.00003907711,0.00006636226,0.9967009,0.0007841181,0.0008015643,0.0004613915],"study_design_scores_gemma":[0.0002111456,0.00005726324,0.0003680725,0.00001012246,0.0001379794,0.000005459651,0.00001615412,0.0006027559,0.9753231,0.001116582,0.02191799,0.0002333674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.514884,0.0009114516,0.4830979,0.0001373676,0.00002902632,0.0005235074,0.00007391728,0.0001508049,0.0001920468],"genre_scores_gemma":[0.9193623,0.00004317246,0.07839076,0.0001790137,0.0001237431,0.0001509917,0.00008591155,0.00002329232,0.001640792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4047071,"threshold_uncertainty_score":0.7520633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009992129439270641,"score_gpt":0.3011655828584919,"score_spread":0.2911734534192213,"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."}}