{"id":"W1540297057","doi":"10.18438/b8kg7h","title":"Value of Libraries: Relationships Between Provision, Usage, and Research Outcomes","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Subject (documents); Work (physics); Range (aeronautics); Institution; Library science; Computer science; Data science; Sociology; Social science; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01023309,0.0002147966,0.0004740981,0.006743527,0.0009854927,0.006769947,0.001001116,0.0005797974,0.006016283],"category_scores_gemma":[0.07534771,0.0003369822,0.0003397059,0.01186402,0.002013032,0.003690501,0.004347715,0.0006110438,0.001211153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375708,"about_ca_system_score_gemma":0.002196593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009419012,"about_ca_topic_score_gemma":0.0108625,"domain_scores_codex":[0.9796646,0.01043791,0.002911664,0.001129455,0.004696431,0.001160028],"domain_scores_gemma":[0.7780358,0.09196239,0.08859257,0.007095806,0.02506134,0.009252161],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000248671,0.0001368914,0.9653611,0.0003591286,0.0001179614,0.000147166,0.003696385,0.0002177743,0.0003862635,0.0005918715,0.000940263,0.02779651],"study_design_scores_gemma":[0.000008184631,0.0001609433,0.9897982,0.0001047819,0.00003215077,0.0002325417,0.005722604,0.0001915711,0.0003639085,0.0001967641,0.003163811,0.00002459013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899074,0.001126629,0.0003533009,0.001227135,0.000007821096,0.0000225016,0.0007524065,0.00002934866,0.006573515],"genre_scores_gemma":[0.9982213,0.00034233,0.0003324571,0.00004874271,0.00002112671,0.00001345747,0.0003752542,0.00001009292,0.0006351849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897669,"threshold_uncertainty_score":0.05411839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05190387576204798,"score_gpt":0.2927244333669631,"score_spread":0.2408205576049152,"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."}}