{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003175633,0.0001942065,0.0001822308,0.0001949144,0.0007855334,0.00009348466,0.000576005,0.0001062079,0.0004536307],"category_scores_gemma":[0.0006268925,0.0002366542,0.00008063333,0.0005038199,0.0001884839,0.000941728,0.00009805845,0.0002653949,0.00007265564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126913,"about_ca_system_score_gemma":0.001907245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03448472,"about_ca_topic_score_gemma":0.03873436,"domain_scores_codex":[0.9981815,0.0002204107,0.000236063,0.0005052243,0.0003238791,0.0005329638],"domain_scores_gemma":[0.9983166,0.00007790288,0.0003024892,0.0004231549,0.0005017158,0.0003781395],"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":[0.0001012069,0.0004434618,0.03834405,0.0001002988,0.00008305809,0.0000115018,0.6127403,0.0000414524,0.00006024512,0.1265076,0.07624226,0.1453245],"study_design_scores_gemma":[0.0002977627,0.00002928433,0.002717643,0.0001153406,0.0000471138,0.000001208648,0.02162236,0.000007013938,0.0003334201,0.001931338,0.9725509,0.000346615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1378957,0.0002047263,0.01360007,0.003336137,0.001849814,0.0007036752,0.000007207338,0.0006074409,0.8417952],"genre_scores_gemma":[0.2673914,0.0001336657,0.027061,0.0004786877,0.0009671462,0.000005968383,0.00002270162,0.00004629109,0.7038932],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8963087,"threshold_uncertainty_score":0.9788063,"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."}}