{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129409,0.000336347,0.0004576075,0.0008338292,0.001046691,0.002782655,0.001097878,0.001139955,0.1361075],"category_scores_gemma":[0.003290049,0.0001077126,0.0003725285,0.001088261,0.0004690849,0.002102829,0.003536192,0.001075151,0.05027867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008932682,"about_ca_system_score_gemma":0.003193737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007598943,"about_ca_topic_score_gemma":0.00267684,"domain_scores_codex":[0.9992328,0.0002208997,0.00006864383,0.00009410513,0.0002774897,0.0001061099],"domain_scores_gemma":[0.997871,0.0004449816,0.0001411574,0.0002151526,0.0004484716,0.0008791499],"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":[0.00001785288,0.0001860088,0.0007156978,0.0007031658,0.00001221366,0.0001007549,0.0007021177,0.00004750574,0.0001741307,0.0157561,0.212699,0.7688856],"study_design_scores_gemma":[0.000008906154,0.00006959148,0.001720061,0.0006239633,0.000003657882,0.0002002178,0.0004638673,0.00003704519,0.00006084405,0.008592385,0.9882149,0.000004625354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008641437,0.0567437,0.006764651,0.0188293,0.003784048,0.0005097748,0.001107726,0.0004904027,0.9031289],"genre_scores_gemma":[0.08040721,0.06250639,0.01225358,0.01169357,0.00182122,0.0008777485,0.002209339,0.0001626746,0.8280683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1361075,"threshold_uncertainty_score":0.455325,"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."}}