{"id":"W3130038139","doi":"10.1016/j.infoandorg.2021.100337","title":"Unto the breach: What the COVID-19 pandemic exposes about digitalization","year":2021,"lang":"en","type":"article","venue":"Information and Organization","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canada Research Chairs","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Computer security; Engineering; Internet privacy; Political science; Business; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007279812,0.0003753983,0.0005164376,0.002276073,0.00823549,0.01520539,0.001109914,0.01245681,0.01134612],"category_scores_gemma":[0.01836426,0.0003053553,0.000411063,0.00255355,0.03812864,0.03241138,0.007304932,0.01450783,0.001071275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004418578,"about_ca_system_score_gemma":0.004729401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005139409,"about_ca_topic_score_gemma":0.006054611,"domain_scores_codex":[0.995232,0.002324009,0.0001152751,0.00039684,0.0008824219,0.001049353],"domain_scores_gemma":[0.9849381,0.009969825,0.001287776,0.001421685,0.001151233,0.001231269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001020554,0.00007968954,0.005595261,0.000229553,0.0000210858,0.00056912,0.08520923,0.0002003529,0.0003085794,0.8168818,0.05374238,0.03706097],"study_design_scores_gemma":[0.00001330035,0.00005272575,0.006331419,0.001365329,0.00001364438,0.000526608,0.1772016,0.000311595,0.0002877685,0.4577383,0.3560869,0.00007086133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06697558,0.02670742,0.002318322,0.7779703,0.004131323,0.00001842826,0.0002411657,0.00004985238,0.1215877],"genre_scores_gemma":[0.8845473,0.01718497,0.0004884558,0.08376829,0.005841771,0.00004194238,0.0001364469,0.0001104318,0.007880436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01520539,"threshold_uncertainty_score":0.03849977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273656111269619,"score_gpt":0.2654727042889392,"score_spread":0.242736143176243,"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."}}