{"id":"W4308007790","doi":"10.33422/ejte.v4i4.867","title":"Prospects for Adult Learning and Global Change: A Canadian Perspective with Recommendations for Professional Practice","year":2022,"lang":"en","type":"article","venue":"European Journal of Teaching and Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Adult education; Lifelong learning; Influencer marketing; Commit; Professional development; Pedagogy; Relevance (law); Perspective (graphical); Engineering ethics; Globalization; Professional learning community; Adult Learning; Public relations; Psychology; Medical education; Sociology; Political science; Medicine; Management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.013772,0.001126965,0.0009996078,0.004040709,0.0193491,0.0215779,0.003695482,0.01223293,0.008933099],"category_scores_gemma":[0.01044874,0.0003748648,0.0009732641,0.005781392,0.03691278,0.01578953,0.009858789,0.01291168,0.001218399],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08981456,"about_ca_system_score_gemma":0.2277779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8320667,"about_ca_topic_score_gemma":0.8838446,"domain_scores_codex":[0.9909425,0.002807317,0.0005121077,0.0006720579,0.002038375,0.003027711],"domain_scores_gemma":[0.9878337,0.002717475,0.0005386847,0.0003364387,0.003142895,0.005430852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003835425,0.0001248628,0.002938223,0.001161698,0.00001627735,0.0009902811,0.06133168,0.0004593676,0.0002074973,0.5771846,0.2412181,0.1143292],"study_design_scores_gemma":[0.00001580712,0.00003562533,0.002814452,0.003035377,0.00001864249,0.0003341363,0.1516193,0.0002975274,0.0001090446,0.107084,0.7345527,0.00008333753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002512536,0.05082849,0.001179033,0.8767251,0.003080191,0.00007469975,0.00007659455,0.00005267245,0.06547055],"genre_scores_gemma":[0.4216594,0.2378069,0.026628,0.2109946,0.002540294,0.0004254792,0.0003028384,0.000113123,0.09952935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9101855,"threshold_uncertainty_score":0.6516533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560023323816225,"score_gpt":0.4009491336060813,"score_spread":0.3553489003679191,"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."}}