{"id":"W3136947718","doi":"10.21810/sfuer.v11i1.755","title":"Lifelong Learning","year":2018,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cognitive load; Cognition; Working memory; Lifelong learning; Psychology; Cognitive psychology; Dementia; Cognitive decline; Control (management); Computer science; Medicine; Pedagogy; Psychiatry; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002378007,0.00008160665,0.0001289987,0.00002844058,0.0001389939,0.00001570662,0.0001210739,0.00002743257,0.03991247],"category_scores_gemma":[0.0004340734,0.00006744087,0.00005945853,0.0001646183,0.00008612613,0.00003454055,0.00001765331,0.0001434846,0.01219797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001397136,"about_ca_system_score_gemma":0.00009262147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002760742,"about_ca_topic_score_gemma":0.000003140621,"domain_scores_codex":[0.9992071,0.0001561912,0.0001553136,0.0002021628,0.0001208853,0.0001583133],"domain_scores_gemma":[0.9993678,0.0001747663,0.00008516709,0.0001197927,0.0001965343,0.00005588439],"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":[0.00001018859,0.0002234847,0.07440368,0.0004054229,0.0001071549,0.000001548659,0.001641111,6.509126e-8,0.00001497194,0.174977,0.2221036,0.5261118],"study_design_scores_gemma":[0.00006204576,0.00007291773,0.2340345,0.0008402207,0.0000291727,0.00001236649,0.0001743815,7.479907e-7,0.000002765552,0.001334091,0.7633303,0.0001064542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07465311,0.1706771,0.0001495448,0.02626931,0.002296042,0.000375443,0.00000408238,0.00008013045,0.7254952],"genre_scores_gemma":[0.8932682,0.008363502,0.0002714358,0.009466485,0.002221202,0.0001625876,0.00006538459,0.00002017813,0.086161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8186151,"threshold_uncertainty_score":0.9885712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239056837392116,"score_gpt":0.4163635176577571,"score_spread":0.3839729492838359,"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."}}