{"id":"W4405342650","doi":"10.1002/ace.20546","title":"Andragogy: Past and Present Potential","year":2024,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Andragogy; Adult education; Adult Learning; Pedagogy; Sociology; Psychology","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":[0.0001696084,0.00005714286,0.00005248307,0.000119046,0.000315674,0.0002696494,0.00002951359,0.00005360396,0.00003606159],"category_scores_gemma":[0.0001400492,0.00005918328,0.00002393223,0.0002189993,0.00006501218,0.0003104829,0.000005004002,0.00005942914,0.000003250175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003737185,"about_ca_system_score_gemma":0.0002175526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009749144,"about_ca_topic_score_gemma":0.0003029727,"domain_scores_codex":[0.9994906,0.00002643565,0.0001040294,0.0001745707,0.00008815377,0.0001162731],"domain_scores_gemma":[0.9995435,0.00008141123,0.0000254023,0.00004402949,0.000234647,0.00007099366],"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":[0.000005995655,0.00003434155,0.0009688954,0.00003185502,0.00001094392,4.278766e-8,0.01900294,3.419655e-7,0.0002130968,0.1423187,0.04050719,0.7969057],"study_design_scores_gemma":[0.0001574412,0.0000354937,0.01027858,0.0001917339,0.00005726238,0.00000526039,0.04031036,0.0001901754,0.0001028235,0.01836972,0.9301457,0.0001554946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8107957,0.00797992,0.005494833,0.1319274,0.01045959,0.001102344,0.00001463667,0.0004091535,0.03181639],"genre_scores_gemma":[0.968186,0.000364574,0.0006874025,0.0001681937,0.0031061,0.00008360956,0.00003065938,0.000008554633,0.02736496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8896385,"threshold_uncertainty_score":0.2600236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474051146359139,"score_gpt":0.3264426115497756,"score_spread":0.3117021000861842,"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."}}