{"id":"W4205152982","doi":"10.5539/ies.v15n1p136","title":"Andragogy or Pedagogy: Views of Young Adults on the Learning Environment","year":2022,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Andragogy; Certificate; Psychology; Adult education; Qualitative research; Pedagogy; Medical education; Perspective (graphical); Learning environment; Adult learner; Lifelong learning; Mathematics education; Medicine; Computer science; Sociology","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":[0.002697705,0.0001860052,0.0003055854,0.0005979776,0.001818228,0.002481947,0.0002636158,0.000710492,0.001980796],"category_scores_gemma":[0.004396219,0.000160825,0.0002574106,0.0004190892,0.001947383,0.001909662,0.001840796,0.001317151,0.0002939566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006795009,"about_ca_system_score_gemma":0.001253471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528969,"about_ca_topic_score_gemma":0.005078967,"domain_scores_codex":[0.9985604,0.0008796004,0.00007902215,0.00007315467,0.0002114321,0.0001964236],"domain_scores_gemma":[0.9977575,0.0009582718,0.0004003126,0.00005029312,0.0002483734,0.0005853066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004479547,0.0000846635,0.0595042,0.0002256423,0.00001096626,0.0008837499,0.915314,0.00002743766,0.001410428,0.001667705,0.0008627026,0.01996375],"study_design_scores_gemma":[0.00000362395,0.000103088,0.01492578,0.00013704,0.000007549791,0.0005269435,0.9731312,0.00001615177,0.0001899628,0.0001838603,0.01076425,0.00001046441],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859549,0.0018234,0.0004509005,0.001697292,0.00005557299,0.00002707025,0.00004133349,0.000004821614,0.009944612],"genre_scores_gemma":[0.9957536,0.00128867,0.0001769904,0.0007566726,0.00001824006,0.0000172365,0.00001849891,0.00000317177,0.00196678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697705,"threshold_uncertainty_score":0.01426703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923027459535331,"score_gpt":0.4648892597287608,"score_spread":0.2725865137752277,"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."}}