{"id":"W2886601050","doi":"10.24908/pceea.v0i0.9636","title":"LEARNING THE LIFE SKILL: CEAB LIFELONG LEARNING GRADUATE ATTRIBUTE","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Lifelong learning; Scope (computer science); Syllabus; Set (abstract data type); Accreditation; Intervention (counseling); Process (computing); Psychology; Mathematics education; Computer science; Pedagogy; Medical education; Medicine","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":[0.00433947,0.0002877248,0.0003555252,0.0007138032,0.00188145,0.002197637,0.001247928,0.001006155,0.008304489],"category_scores_gemma":[0.004645751,0.0001358235,0.000240271,0.0005021909,0.001057454,0.0006901957,0.002780535,0.001813224,0.001916751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004893493,"about_ca_system_score_gemma":0.0107783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01915158,"about_ca_topic_score_gemma":0.04488845,"domain_scores_codex":[0.9974161,0.0005216774,0.00005929082,0.0002529041,0.001261453,0.0004884701],"domain_scores_gemma":[0.9928855,0.0004167382,0.000268406,0.0004091816,0.001973172,0.004046899],"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":[0.003743126,0.06346667,0.1067814,0.0006911505,0.0000680888,0.0003973521,0.01417793,0.001757563,0.02755178,0.01011641,0.04497037,0.7262782],"study_design_scores_gemma":[0.001011383,0.03718512,0.6578662,0.0004994161,0.00007327984,0.0002919301,0.017831,0.004550884,0.02777721,0.003933948,0.2487844,0.0001953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506885,0.0001163293,0.002823772,0.001460018,0.0001170412,0.001678908,0.0006792025,0.0002623783,0.04217378],"genre_scores_gemma":[0.9574042,0.0001518111,0.01645809,0.0007850446,0.00005025438,0.002364189,0.001239918,0.00005681775,0.0214897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01915158,"threshold_uncertainty_score":0.03808022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006941673879966858,"score_gpt":0.1942174927178421,"score_spread":0.1872758188378752,"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."}}