{"id":"W2012200805","doi":"10.1177/1541344604267898","title":"Developing Authenticity as a Transformative Process","year":2004,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; St. Francis Xavier University","funders":"","keywords":"Transformative learning; Individuation; Context (archaeology); Meaning (existential); Pedagogy; Psychology; Process (computing); Sociology; Reflection (computer programming); Epistemology; Psychoanalysis; Psychotherapist; Philosophy","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":[0.0006651631,0.00009625497,0.0001612184,0.0001784114,0.0003505635,0.00007610265,0.0002238868,0.00007011025,0.0000774949],"category_scores_gemma":[0.0001851444,0.00008481667,0.0001002253,0.0003675724,0.00009464296,0.001496796,0.00000169015,0.0002177888,0.00002566301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005815787,"about_ca_system_score_gemma":0.004970245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164931,"about_ca_topic_score_gemma":0.0001966711,"domain_scores_codex":[0.998768,0.00009431316,0.0004705538,0.00006307733,0.0004164594,0.0001876196],"domain_scores_gemma":[0.9985484,0.00004416723,0.0003385126,0.00004852825,0.0008959202,0.0001245076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003129694,0.0002192495,0.0001963498,0.00005179584,0.00003442459,4.377169e-7,0.8521807,0.0000241469,0.00002598831,0.1061322,0.0001245879,0.04097884],"study_design_scores_gemma":[0.001216569,0.0002161849,0.003865591,0.0007040616,0.00009399666,0.00004062191,0.6697872,0.000003792918,0.009244462,0.2539657,0.06050786,0.0003539264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8814994,0.0001278156,0.06508265,0.02828523,0.001380487,0.0003042009,0.000001608872,0.00002380352,0.02329485],"genre_scores_gemma":[0.9963547,0.0001496544,0.002334279,0.0004025858,0.0003841174,0.00001118608,0.000002290845,0.000006326805,0.0003548742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823935,"threshold_uncertainty_score":0.8817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052421256010465,"score_gpt":0.3878783596552153,"score_spread":0.3673541470951107,"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."}}