{"id":"W3189660383","doi":"10.1017/s1431927621006358","title":"RAFA Lens for Enhanced Far Focused Probes, Imaging and Analytical Resolutions","year":2021,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Lens (geology); Action (physics); Content (measure theory); Optics; Computer science; Materials science; Physics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390976,0.001007707,0.0007536379,0.001856387,0.00105794,0.00109858,0.001230827,0.001519092,0.0304078],"category_scores_gemma":[0.001054928,0.0007177209,0.0006400326,0.000707902,0.0005080614,0.001214573,0.0009491018,0.001809487,0.01030868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237977,"about_ca_system_score_gemma":0.0009170513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112163,"about_ca_topic_score_gemma":0.003172428,"domain_scores_codex":[0.9987757,0.00008517906,0.00005112643,0.0002202796,0.0007928428,0.00007497131],"domain_scores_gemma":[0.9989323,0.0001695254,0.0000681856,0.0001208316,0.0006271648,0.00008194047],"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":[0.000346314,0.00006701997,0.0005511566,0.0007436919,0.00008021636,0.0004504306,0.0001635389,0.0003983473,0.6259126,0.06060293,0.09936242,0.2113213],"study_design_scores_gemma":[0.00009573499,0.0002203156,0.002641062,0.0001079527,0.0001009341,0.006635466,0.00007839697,0.009116742,0.3163593,0.004912172,0.6595572,0.000174825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03459538,0.04130964,0.6728082,0.006848057,0.004251956,0.0007322564,0.001594322,0.0134487,0.2244114],"genre_scores_gemma":[0.07232824,0.00972266,0.6916108,0.00132536,0.0007443334,0.0004513941,0.001731732,0.00130113,0.2207843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0304078,"threshold_uncertainty_score":0.1017243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077108449522244,"score_gpt":0.2376124481815799,"score_spread":0.2268413636863575,"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."}}