{"id":"W4205626237","doi":"10.5430/jct.v11n1p245","title":"Enhancing the Performance of Andragogic Education","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Andragogy; Lifelong learning; Adult education; Pedagogy; Quality (philosophy); Adult Learning; Personality; Psychology; Mathematics education; Sociology; Social psychology; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002716542,0.0003273264,0.0002898526,0.0006987759,0.0008974727,0.002805686,0.0005652423,0.0004977586,0.007359427],"category_scores_gemma":[0.00908769,0.0000877967,0.0002730247,0.0004754734,0.000680164,0.001334503,0.003274199,0.0007889347,0.002489057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016203,"about_ca_system_score_gemma":0.003632824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005725313,"about_ca_topic_score_gemma":0.0007606539,"domain_scores_codex":[0.9969862,0.001470982,0.0001477921,0.0002414401,0.0008291907,0.0003243323],"domain_scores_gemma":[0.9964375,0.001141538,0.0004190768,0.0003564275,0.0007427926,0.0009027117],"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":[0.0001704384,0.001200363,0.02142903,0.001117043,0.00003271834,0.000187449,0.01003584,0.001373322,0.008810236,0.03727407,0.007069455,0.9113001],"study_design_scores_gemma":[0.0001826681,0.003111971,0.2612458,0.002793793,0.0001669123,0.00236189,0.02475675,0.005722406,0.02839888,0.04533103,0.6257393,0.0001887283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4798458,0.00610509,0.04757598,0.007783867,0.0009203746,0.0005316741,0.0001623961,0.0009565509,0.4561183],"genre_scores_gemma":[0.9538513,0.002218357,0.01947587,0.000327499,0.0001294404,0.00009971518,0.00006889648,0.00008702664,0.02374191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007359427,"threshold_uncertainty_score":0.0246197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235872907380659,"score_gpt":0.2717768517541969,"score_spread":0.2594181226803903,"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."}}