{"id":"W2622506379","doi":"10.29173/cais745","title":"A Tool for Managing Library Information System Resources: Software Measurement Across Local Area Networks (SMALAN)","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Software; Computer science; Information system; Population; World Wide Web; Measure (data warehouse); Database; Engineering management; Engineering; Sociology; Operating system","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":[0.009161538,0.001590828,0.0008222516,0.009109457,0.0009766049,0.003425019,0.001758378,0.0005637551,0.01160333],"category_scores_gemma":[0.02986783,0.0009973419,0.0005221208,0.006503718,0.0007919159,0.004972068,0.002791499,0.001192579,0.00370872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470603,"about_ca_system_score_gemma":0.002181726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007880545,"about_ca_topic_score_gemma":0.00948222,"domain_scores_codex":[0.9921517,0.002332835,0.0008758107,0.0006905377,0.003687568,0.0002615682],"domain_scores_gemma":[0.973899,0.01489481,0.002205562,0.003443959,0.004822412,0.0007343915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004316947,0.0005242848,0.0339556,0.000713252,0.0001511831,0.0002690898,0.004195808,0.007246278,0.01161993,0.01271364,0.07709247,0.8510867],"study_design_scores_gemma":[0.0004332374,0.002262203,0.07863583,0.001094399,0.0003690065,0.001396095,0.003431768,0.3364146,0.07158329,0.01557971,0.4880645,0.0007353829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04427747,0.0003495471,0.7245683,0.0006806111,0.00012052,0.00189201,0.006328789,0.1973472,0.02443554],"genre_scores_gemma":[0.1533074,0.0002427821,0.8187996,0.0002082796,0.00005493627,0.002668173,0.007526941,0.006651642,0.01054015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160333,"threshold_uncertainty_score":0.04845136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784590724902429,"score_gpt":0.1949809098952068,"score_spread":0.1771350026461825,"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."}}