{"id":"W3041616341","doi":"10.1021/cen-09825-cover1","title":"Stranded by the pandemic","year":2020,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Biology; Medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003631805,0.001152269,0.0007658486,0.0009258775,0.0105653,0.01205677,0.001059213,0.00792728,0.09111832],"category_scores_gemma":[0.01325413,0.0005021084,0.0008271222,0.0007549216,0.004787027,0.01208983,0.01090184,0.01244632,0.03156813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667949,"about_ca_system_score_gemma":0.005673334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006379637,"about_ca_topic_score_gemma":0.007578837,"domain_scores_codex":[0.9970752,0.0009516883,0.00009777534,0.0003325134,0.000597463,0.0009452652],"domain_scores_gemma":[0.9947876,0.0007085477,0.0003446404,0.0005465328,0.001214514,0.002398217],"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":[0.00009530109,0.00003696276,0.00166522,0.0001687911,0.00003417529,0.0008972162,0.006896093,0.0000573478,0.0005959489,0.03672765,0.910667,0.0421584],"study_design_scores_gemma":[0.000007734654,0.00003354744,0.0005197102,0.0001921139,0.000008729009,0.0002768765,0.006297376,0.00002638297,0.0001131951,0.0078198,0.9846866,0.00001792245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01563436,0.01737931,0.002941357,0.4972441,0.1307221,0.0001422036,0.00137883,0.0006779928,0.3338797],"genre_scores_gemma":[0.1379257,0.0204963,0.00296055,0.4559958,0.03164198,0.0001983179,0.001615918,0.0008749801,0.3482905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09111832,"threshold_uncertainty_score":0.3048211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556075953586226,"score_gpt":0.3049605574267003,"score_spread":0.279399797890838,"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."}}