{"id":"W2921705751","doi":"10.29173/cais1047","title":"The Future of Information Science E ducatio n in Canada: Issues and D iscussion","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Bachelor; Library science; Information resource; Key (lock); Resource (disambiguation); Information science; Political science; Engineering management; Knowledge management; Sociology; Engineering ethics; Engineering; Computer science","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":[0.009827503,0.0005853608,0.0008244889,0.003889975,0.01427224,0.01825771,0.002442075,0.004269633,0.01180262],"category_scores_gemma":[0.01552372,0.0004141187,0.001132343,0.007319153,0.005858616,0.00604983,0.003425563,0.007843485,0.0006968679],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.222317,"about_ca_system_score_gemma":0.4104569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948357,"about_ca_topic_score_gemma":0.9960743,"domain_scores_codex":[0.9839067,0.001333745,0.0005526239,0.0007011584,0.007491494,0.006014165],"domain_scores_gemma":[0.9708445,0.003974616,0.0008181693,0.0003960119,0.01677304,0.007193755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002928791,0.0001354742,0.02390784,0.002208553,0.00008956507,0.001058596,0.007582884,0.0028302,0.001090396,0.2988785,0.5533074,0.1086177],"study_design_scores_gemma":[0.00004804589,0.00005273116,0.04175806,0.002465946,0.00007433895,0.000189666,0.04323227,0.002265684,0.0007836379,0.02646641,0.8824798,0.0001833274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02556522,0.04335542,0.0006723262,0.7569805,0.001850462,0.0001135759,0.00292612,0.00008543789,0.1684509],"genre_scores_gemma":[0.6975297,0.09963547,0.004647728,0.1130306,0.001221584,0.0001233709,0.002063021,0.000121719,0.08162668],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.777683,"threshold_uncertainty_score":0.9020021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424334544212922,"score_gpt":0.2956458253652814,"score_spread":0.2814024799231522,"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."}}