{"id":"W4210692700","doi":"10.1109/mssc.2021.3128242","title":"Nanoscale CMOS Design Course Connects Five Continents, 20 Countries, and 19 Time Zones [IEEE News]","year":2022,"lang":"en","type":"article","venue":"IEEE Solid-State Circuits Magazine","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanoscopic scale; Course (navigation); CMOS; Deep time; Computer science; Geography; Geology; Electrical engineering; Engineering; Materials science; Nanotechnology; Aerospace engineering; Paleontology","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":[0.000321012,0.0003300492,0.0004275992,0.0002081335,0.0004365034,0.00008049623,0.0004266402,0.0001155003,0.0003639087],"category_scores_gemma":[0.00004306839,0.0003730786,0.00006034659,0.0005516941,0.0002675904,0.0001661609,0.0000881609,0.0005339536,0.0006201621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404992,"about_ca_system_score_gemma":0.0001551328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002834791,"about_ca_topic_score_gemma":0.00003871199,"domain_scores_codex":[0.9978889,0.00009881311,0.000377097,0.0004670794,0.0003777766,0.00079035],"domain_scores_gemma":[0.998751,0.000260248,0.00008306123,0.0004897984,0.0001185777,0.0002972716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006598181,0.0002402904,0.0003926161,0.0001417351,0.000320632,0.0002655098,0.0006120665,0.04676143,0.349222,0.0003334963,0.5952458,0.006398385],"study_design_scores_gemma":[0.008687016,0.001069281,0.000923387,0.0001054589,0.0002796192,0.0006787552,0.0004217384,0.11959,0.1373414,0.006836967,0.7213855,0.00268088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883095,0.007869316,0.07957404,0.006468919,0.001694009,0.005025477,0.00420897,0.003602619,0.003247105],"genre_scores_gemma":[0.9810008,0.001286619,0.0002593104,0.0005981624,0.0001634562,0.0008308114,0.0001864802,0.0001560822,0.01551822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118806,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131662842784481,"score_gpt":0.2430069338325534,"score_spread":0.2298406495541053,"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."}}