{"id":"W3048550230","doi":"10.1063/5.0005302","title":"An integrated ultra-high vacuum apparatus for growth and <i>in situ</i> characterization of complex materials","year":2020,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Molecular beam epitaxy; Electron diffraction; Materials science; Auger electron spectroscopy; Reflection high-energy electron diffraction; Characterization (materials science); Ultra-high vacuum; Spectroscopy; Optoelectronics; Diffraction; Optics; Epitaxy; Nanotechnology; 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":[0.0004899667,0.0001345345,0.0004673907,0.00004587069,0.00007461836,0.00007137455,0.0002827863,0.00003678468,0.0001294817],"category_scores_gemma":[0.00006750281,0.0001000308,0.00003438509,0.0002489711,0.0002109667,0.0003865648,0.00003075258,0.00003717538,0.000004214512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001712052,"about_ca_system_score_gemma":0.0000620299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001988663,"about_ca_topic_score_gemma":0.000001709585,"domain_scores_codex":[0.9985135,0.00009584626,0.0006116557,0.0003414688,0.0002152281,0.0002223698],"domain_scores_gemma":[0.9992989,0.00001129743,0.0003177056,0.0001634907,0.0001371718,0.00007143775],"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":[0.00006471166,0.00002271635,0.00006577391,0.003823374,0.000004126518,1.436071e-7,0.00007601598,8.163551e-8,0.9921399,0.0003228537,0.00003030853,0.003450031],"study_design_scores_gemma":[0.0003245297,0.0001565399,0.001538601,0.001079207,0.00001785088,0.000001437732,0.00001891559,0.00003332239,0.9962968,0.00008543603,0.000343908,0.0001035111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981446,0.0003693163,0.00003894552,0.0002343661,0.0002322956,0.0006811513,0.0002516053,0.00001431972,0.00003339131],"genre_scores_gemma":[0.9970827,0.001280925,0.0009834445,0.000248079,0.00001749109,0.0000183599,0.0003483135,0.000008645899,0.00001201725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004156878,"threshold_uncertainty_score":0.4079136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564438825022717,"score_gpt":0.2575883166861575,"score_spread":0.2319439284359303,"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."}}