{"id":"W2724973230","doi":"10.29173/cais13","title":"The Promise of ‘Lifelong Learning' and the Canadian Census: The Marginalization of Mature Students' Information Behaviours","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Census; Lifelong learning; Tracking (education); Popularity; Promotion (chess); Government (linguistics); Geography; Public relations; Sociology; Psychology; Politics; Pedagogy; Political science; Social psychology; Demography; Population","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":[0.007360977,0.000221854,0.0002847234,0.001963163,0.01092265,0.006841895,0.001593046,0.0007566473,0.003143634],"category_scores_gemma":[0.02839039,0.0002364456,0.0001795632,0.004569374,0.01428868,0.003973476,0.004560146,0.002677477,0.0001324336],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03395492,"about_ca_system_score_gemma":0.06735461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9577577,"about_ca_topic_score_gemma":0.9683105,"domain_scores_codex":[0.9937688,0.002229442,0.0001922283,0.0004175058,0.002220341,0.001171715],"domain_scores_gemma":[0.9756259,0.01104938,0.003122739,0.001577489,0.005631936,0.002992565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001072537,0.00005919139,0.1191806,0.0002595188,0.00002046197,0.0003554635,0.6653584,0.0002255836,0.0008337097,0.1066183,0.01049935,0.09648228],"study_design_scores_gemma":[0.00001227279,0.0000730866,0.2327591,0.0003810676,0.00001906587,0.0001446704,0.6054432,0.0005020364,0.0006544581,0.01278265,0.1470965,0.0001318346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683296,0.002266413,0.003057187,0.05188675,0.0001271675,0.00009906178,0.0008503143,0.00004716282,0.07333636],"genre_scores_gemma":[0.9958063,0.0006981795,0.0004843469,0.00122962,0.00001998833,0.00002454238,0.00008622916,0.00001138956,0.001639508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9660451,"threshold_uncertainty_score":0.2463613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433861399200664,"score_gpt":0.2843836402448007,"score_spread":0.270045026252794,"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."}}