{"id":"W2568949923","doi":"10.1080/02601370.2017.1270067","title":"The promise of lifelong learning","year":2017,"lang":"en","type":"article","venue":"International Journal of Lifelong Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Lifelong learning; Meaning (existential); Sociology; Adult education; Field (mathematics); Epistemology; Politics; Pedagogy; Psychology; Engineering ethics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001148318,0.00005229215,0.00008866782,0.00007878503,0.0006905432,0.0003274932,0.0009367815,0.00004481789,0.00003829696],"category_scores_gemma":[0.004070339,0.00004069998,0.000084165,0.00003782342,0.00019603,0.0004509226,0.00003304719,0.000175016,0.000006863023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055431,"about_ca_system_score_gemma":0.001326585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004744337,"about_ca_topic_score_gemma":0.0002545278,"domain_scores_codex":[0.9988261,0.0001099669,0.0003581435,0.00006293656,0.0005423572,0.0001004455],"domain_scores_gemma":[0.9967008,0.0001950116,0.001258313,0.0001422322,0.001633874,0.00006982902],"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":[0.00008957987,0.0002920457,0.3299637,0.000008630941,0.0001602047,0.000002545524,0.03614423,0.00001904905,0.0002874317,0.04830784,0.01681563,0.5679091],"study_design_scores_gemma":[0.0003471245,0.00004949815,0.3236906,0.0002171828,0.00002886086,0.00001273246,0.0170033,0.00002160816,0.0005840694,0.005923815,0.6520079,0.0001132351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197908,0.0003764199,0.000207957,0.04992261,0.01127102,0.0001037243,6.603287e-7,0.000009434449,0.01831736],"genre_scores_gemma":[0.986061,0.0004155945,0.000423044,0.00008983667,0.003677876,0.000003850122,0.000001208706,0.000005650242,0.009321971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6351923,"threshold_uncertainty_score":0.531117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511043339279325,"score_gpt":0.4034786461083677,"score_spread":0.3883682127155745,"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."}}