{"id":"W2886166389","doi":"10.1017/s1431927618007705","title":"Serial Thick Section Gas Cluster Ion Beam Scanning Electron Microscopy","year":2018,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Section (typography); Cluster (spacecraft); Materials science; Scanning electron microscope; Focused ion beam; Ion; Optics; Computer science; Chemistry; Physics; Operating system; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002605072,0.0003543099,0.0004357137,0.00041528,0.0005130944,0.0003033121,0.0001602331,0.0002222901,0.0003485105],"category_scores_gemma":[0.00001388782,0.000354428,0.0002494642,0.0007579234,0.0001370195,0.0003478686,0.00005685187,0.000351297,0.0001480669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177646,"about_ca_system_score_gemma":0.00002513471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485292,"about_ca_topic_score_gemma":0.0006290571,"domain_scores_codex":[0.9983414,0.00005370746,0.0004498941,0.0004771402,0.0001403785,0.0005374865],"domain_scores_gemma":[0.9992542,0.00003514841,0.00009612499,0.0003406435,0.0001555726,0.0001182899],"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":[0.00006309682,0.00002960423,0.0007636103,0.00003190771,0.0003930823,0.000001518709,0.0004500345,0.001246537,0.9896601,0.000003348178,0.006354731,0.001002467],"study_design_scores_gemma":[0.0004347669,0.0001035637,0.000271752,0.00006312335,0.000524587,0.00002861073,0.0002270902,0.008125312,0.9611161,0.00003248006,0.02864179,0.0004308449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871616,0.0009338452,0.009597559,0.0001440144,0.0009725826,0.0001207904,0.00002295736,0.0002217081,0.0008249753],"genre_scores_gemma":[0.9947591,0.0004942956,0.001950261,0.0001740287,0.00102743,0.00001449982,0.00007774963,0.0000645894,0.001438022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02854398,"threshold_uncertainty_score":0.9998907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004807709555836783,"score_gpt":0.2490159048247695,"score_spread":0.2442081952689327,"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."}}