{"id":"W4312183549","doi":"10.21083/partnership.v17i2.6783","title":"“Always at Work”: Canadian Academic Librarian Work During COVID-19","year":2022,"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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Thompson Rivers University","funders":"","keywords":"Workload; Work (physics); Thematic analysis; Collegiality; Institution; Pandemic; Public relations; Coronavirus disease 2019 (COVID-19); Sociology; Job satisfaction; Medical education; Psychology; Political science; Pedagogy; Management; Qualitative research; Medicine; Social psychology; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01219594,0.0004872736,0.0008929057,0.004105051,0.05155265,0.01197153,0.003315507,0.002366877,0.003657957],"category_scores_gemma":[0.02690252,0.0008083843,0.0005442667,0.008812509,0.02007209,0.004573682,0.01489499,0.003896839,0.0006181158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08431245,"about_ca_system_score_gemma":0.1072726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.860345,"about_ca_topic_score_gemma":0.9236189,"domain_scores_codex":[0.9809582,0.008067167,0.0007450912,0.0008846616,0.003722643,0.005622241],"domain_scores_gemma":[0.9724448,0.009066657,0.002203003,0.0009065524,0.006693427,0.008685579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002999909,0.00001475678,0.00442249,0.00006912372,0.000004187281,0.0004436792,0.987777,0.00002256308,0.0001451775,0.0008061388,0.001806839,0.004458059],"study_design_scores_gemma":[0.000001625358,0.00001063469,0.003539405,0.00005544182,0.000002529514,0.0000720798,0.9796621,0.00001595462,0.00007340429,0.000075411,0.01647322,0.0000182479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95604,0.00157276,0.0008300394,0.009525606,0.0001844485,0.0001189527,0.0003101063,0.00008447174,0.03133361],"genre_scores_gemma":[0.9912906,0.0008623184,0.0005192078,0.001959208,0.00002755861,0.00005343746,0.0001115603,0.00005809245,0.00511809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139655,"threshold_uncertainty_score":0.6117325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12347760302706,"score_gpt":0.3798312361039023,"score_spread":0.2563536330768424,"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."}}