{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331134,0.00005619614,0.00008809564,0.00006696749,0.0003650701,0.0002051167,0.0001024446,0.00002825162,0.0001210389],"category_scores_gemma":[0.0000117498,0.00005008608,0.00001591859,0.0001432778,0.00002517774,0.0002575744,0.0000266986,0.0003402181,0.000002064678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299033,"about_ca_system_score_gemma":0.0006991063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.571291,"about_ca_topic_score_gemma":0.7714011,"domain_scores_codex":[0.9990322,0.0002268642,0.0001593706,0.00008243832,0.0002586624,0.0002404369],"domain_scores_gemma":[0.9997522,0.00005282686,0.00007796783,0.00003237665,0.00001105489,0.00007352369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001141613,0.00002757792,0.8954564,0.00003221084,0.00002607823,0.001076636,0.001135346,0.005335208,0.0000142432,0.01330928,0.01814677,0.06542881],"study_design_scores_gemma":[0.0002166469,0.00001043097,0.05013876,0.00007352571,0.00000620425,0.00002375188,0.02230552,0.0001887269,0.000002302133,0.0003558745,0.9265855,0.00009274981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813927,0.002712159,0.00001883888,0.004029765,0.0002991759,0.0000732232,7.422785e-7,0.00001997011,0.1114534],"genre_scores_gemma":[0.9881098,0.0004398968,0.000310914,0.00006077361,0.0004797337,0.000001281609,0.000001212507,0.000008079739,0.01058832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9084387,"threshold_uncertainty_score":0.4315638,"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."}}