{"id":"W4210780252","doi":"10.21083/partnership.v16i2.6440","title":"The Canadian Index of Wellbeing: A Better Way to Assess and Communicate the Value of Libraries","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":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Vitality; Gross domestic product; Dominance (genetics); Value (mathematics); Index (typography); Democracy; Metric (unit); Public relations; Economics; Business; Economic growth; Public economics; Political science; Marketing; Computer science; Law; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005899024,0.0000476302,0.00008013696,0.0002425291,0.004999917,0.001254383,0.0006441408,0.00003691786,0.00005364358],"category_scores_gemma":[0.0007813085,0.00002623568,0.00002038785,0.0006417795,0.001204683,0.01294396,0.0001147936,0.0005525786,6.771341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924019,"about_ca_system_score_gemma":0.004026497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04831188,"about_ca_topic_score_gemma":0.06605071,"domain_scores_codex":[0.997446,0.001444413,0.0003014517,0.00004327005,0.000513443,0.0002514],"domain_scores_gemma":[0.9971064,0.001992088,0.0002391217,0.0001454988,0.0001055723,0.0004113127],"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":[0.0001093614,0.000006163526,0.01856455,0.00001680201,0.0000312377,0.000004462812,0.07772569,0.00004794716,0.000005210128,0.8855232,0.0112932,0.006672185],"study_design_scores_gemma":[0.00008508846,0.0001489383,0.01719352,0.00001489166,0.000006883167,0.00002230156,0.094258,0.00010546,0.00007604546,0.006364657,0.8816835,0.00004070422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2364802,0.0008959072,0.000002502647,0.6935621,0.00009506779,0.0002857067,0.00001397347,0.000002140216,0.06866237],"genre_scores_gemma":[0.994426,0.0005078308,0.00005399658,0.00456841,0.0000515578,0.000004932382,0.000002447979,0.000002425788,0.0003824248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8791585,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158402435712717,"score_gpt":0.3741224365112858,"score_spread":0.2582821929400141,"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."}}