{"id":"W2005315787","doi":"10.1177/0340035206070175","title":"There Be Dragons... Learning Management and Library Systems in Canada","year":2006,"lang":"en","type":"article","venue":"IFLA Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Digitization; Variety (cybernetics); Library science; Academic library; Learning Management; Library management; Digital library; Computer science; Political science; Knowledge management; Engineering management; Sociology; World Wide Web; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001714936,0.0003458739,0.0004684584,0.002394414,0.01862838,0.01035029,0.001652813,0.001423292,0.04579857],"category_scores_gemma":[0.004405951,0.0004251646,0.000394782,0.005795667,0.00293723,0.002523218,0.003429529,0.002342656,0.003331116],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1737088,"about_ca_system_score_gemma":0.3351918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974326,"about_ca_topic_score_gemma":0.9986864,"domain_scores_codex":[0.9970847,0.0001584333,0.00007975496,0.0001840961,0.001075421,0.001417549],"domain_scores_gemma":[0.9919314,0.0004141168,0.0002044579,0.000117003,0.002740572,0.004592436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002519948,0.0002846638,0.04784514,0.0006176809,0.00004416851,0.0007085222,0.01061167,0.001225939,0.0009932728,0.1457059,0.3969766,0.3947344],"study_design_scores_gemma":[0.00004189401,0.00007199031,0.1000725,0.0003892661,0.00003568625,0.0001564385,0.01599544,0.001618398,0.0007332221,0.004898445,0.8758754,0.000111347],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2058436,0.02150882,0.001950595,0.1795817,0.001629916,0.0002402267,0.004730771,0.001072446,0.5834419],"genre_scores_gemma":[0.5145011,0.007480978,0.002543386,0.007522049,0.0001157294,0.00006542803,0.001452475,0.0002261763,0.4660927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9896497,"threshold_uncertainty_score":0.9583807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007755430028110659,"score_gpt":0.2316305845606556,"score_spread":0.2238751545325449,"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."}}