{"id":"W3174341521","doi":"10.21083/partnership.v16i1.6682","title":"Libraries and the Pandemic: From the Editors","year":2021,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Political science; History; Medicine; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004054484,0.00004743529,0.00007182643,0.00006076444,0.002765908,0.003483956,0.0002767978,0.00006053106,0.0001235283],"category_scores_gemma":[0.002784705,0.00002158794,0.00002171311,0.0004039525,0.001896489,0.03273348,0.00005157376,0.0004999664,0.000004114912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006057788,"about_ca_system_score_gemma":0.003480595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789407,"about_ca_topic_score_gemma":0.00139402,"domain_scores_codex":[0.9977152,0.001394793,0.0002175654,0.00005255848,0.0004043558,0.0002155538],"domain_scores_gemma":[0.9946213,0.004717754,0.0001471433,0.00009537035,0.000115595,0.0003027947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001402153,0.00000408913,0.01370513,0.000006857713,0.00003390252,0.00001162445,0.1039734,0.000001789751,0.000001389086,0.7971156,0.0766632,0.008342787],"study_design_scores_gemma":[0.0001921832,0.00002370627,0.004270646,0.00001661187,0.000009956842,0.00003234377,0.1016096,0.00002184852,0.00002567536,0.01606161,0.8777042,0.00003157387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0489224,0.003855546,0.000005206366,0.8753359,0.000405538,0.0001505028,0.000007576242,0.000005148526,0.0713122],"genre_scores_gemma":[0.975771,0.00673711,0.00008938634,0.01345114,0.002535797,0.000003225274,0.000008105794,0.000002931763,0.00140137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9268485,"threshold_uncertainty_score":0.9985324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08843302952782058,"score_gpt":0.364848004542324,"score_spread":0.2764149750145034,"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."}}