{"id":"W4231238743","doi":"10.29173/slw8244","title":"\"In These Uncertain Times\"","year":2021,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Center (category theory); Library science; Sociology; Political science; Public relations; Computer science; Medicine; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00398465,0.0006814467,0.0006226793,0.0008689798,0.01342296,0.01539196,0.001432593,0.00898567,0.06604281],"category_scores_gemma":[0.02204932,0.00036914,0.0006043646,0.001082153,0.008395695,0.01719337,0.008017093,0.01612735,0.0248516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516634,"about_ca_system_score_gemma":0.005284494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422772,"about_ca_topic_score_gemma":0.01945497,"domain_scores_codex":[0.9953057,0.001835137,0.0001489756,0.000460301,0.001451253,0.0007985383],"domain_scores_gemma":[0.9941929,0.001296308,0.0004537095,0.0005624372,0.001663994,0.001830746],"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":[0.00000992121,0.000007011782,0.000159834,0.00002880179,0.000003588252,0.0001009646,0.001918666,0.00001431416,0.0000377899,0.04312758,0.9440674,0.01052411],"study_design_scores_gemma":[0.00000107764,0.000002376883,0.00009084363,0.00006511525,0.000001135475,0.0000515621,0.002839737,0.00000886312,0.00001690941,0.00429375,0.9926231,0.000005493378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001482912,0.0125321,0.001132905,0.780843,0.06430722,0.00002651756,0.0001970588,0.0002120855,0.1392663],"genre_scores_gemma":[0.03519736,0.008867806,0.001126021,0.5746087,0.02744454,0.00006925215,0.0002141196,0.0003392395,0.3521331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9339572,"threshold_uncertainty_score":0.2209352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260096029377309,"score_gpt":0.2894153788015484,"score_spread":0.2668144185077753,"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."}}