{"id":"W617362549","doi":"","title":"Learning to change? : the role of identity and learning careers in adult education","year":2009,"lang":"en","type":"book","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitus; Adult education; Sociology; Agency (philosophy); Identity (music); Narrative; Experiential learning; Reflexivity; Pedagogy; Psychology; Cultural capital; Social science; Art; Aesthetics; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605364,0.000132042,0.0001958248,0.0001998877,0.0004426291,0.0001550227,0.0003051634,0.000199641,0.0002719497],"category_scores_gemma":[0.002210768,0.0001205154,0.00003938904,0.0003147194,0.0001241042,0.0005474799,0.00005332562,0.0009310605,0.00006908619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635019,"about_ca_system_score_gemma":0.001215854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01920309,"about_ca_topic_score_gemma":0.01858702,"domain_scores_codex":[0.9980114,0.0007806128,0.0002346662,0.0002675897,0.0004904743,0.0002153068],"domain_scores_gemma":[0.9986193,0.0005066633,0.0003476236,0.0001337582,0.000293306,0.00009930685],"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":[0.00001031371,0.00006218404,0.05187921,0.00004072983,0.00002052925,3.961543e-7,0.5782404,0.0001166145,0.000007876062,0.04349548,0.00457798,0.3215483],"study_design_scores_gemma":[0.00003397777,0.00004657558,0.01627119,0.0001353784,0.00002100854,3.455165e-7,0.09369025,0.000005313165,0.000001994006,0.0009275516,0.8887317,0.000134706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03531302,0.001419078,0.000003681529,0.007735218,0.0002899983,0.0005813301,3.457039e-7,0.00006345895,0.9545939],"genre_scores_gemma":[0.2232603,0.000630322,0.0002222876,0.0004759734,0.0005426414,0.00004740974,0.00001108356,0.00001890286,0.7747911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8841537,"threshold_uncertainty_score":0.9993212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514206816845388,"score_gpt":0.3610765158718537,"score_spread":0.3359344477033998,"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."}}