{"id":"W6989115499","doi":"","title":"Advancing Adult Education: Shifting, Producing, Advocating, &amp; Embracing","year":2011,"lang":"en","type":"article","venue":"New Prairie Press (Kansas State University)","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Discernment; Cognitive reframing; Faith; Adult education; Social constructivism; Transformative learning; Transformational leadership; Adult Learning; Sensemaking; Constructivism (international relations)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01583712,0.0004822791,0.0003249029,0.0006263097,0.00813344,0.01332997,0.001173628,0.003493981,0.004765662],"category_scores_gemma":[0.0105284,0.0002874559,0.000454487,0.0006190219,0.01237497,0.00981028,0.01136524,0.005927735,0.0008889117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113072,"about_ca_system_score_gemma":0.0052014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007926275,"about_ca_topic_score_gemma":0.001845028,"domain_scores_codex":[0.9903063,0.007240668,0.0002665069,0.0003826425,0.0008919566,0.0009118791],"domain_scores_gemma":[0.9927007,0.003917057,0.0005048311,0.0003364971,0.0005686972,0.001972165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002975406,0.0002056077,0.001845085,0.0004215108,0.000007224874,0.0005383078,0.6524495,0.0001742736,0.001916565,0.1742982,0.03650754,0.1316064],"study_design_scores_gemma":[0.000008573133,0.0001286471,0.0007635086,0.000599971,0.0000167418,0.0003636888,0.2607549,0.0002591877,0.001134853,0.02929486,0.7066519,0.00002315971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1630662,0.01245479,0.06134016,0.3978498,0.008159111,0.0004309819,0.00004793934,0.0005267068,0.3561243],"genre_scores_gemma":[0.9035478,0.007091512,0.02375116,0.01901371,0.001289782,0.0002922069,0.00003894951,0.0001573019,0.04481769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01583712,"threshold_uncertainty_score":0.08375567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585695680764866,"score_gpt":0.2715693183528902,"score_spread":0.2457123615452416,"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."}}