{"id":"W2560278580","doi":"10.36510/learnland.v9i1.755","title":"Rediscovering the Self Through Self-Reflection and Transformative Learning","year":2015,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Reflection (computer programming); Self-reflection; Personal development; Psychology; Self; Process (computing); Sociology; Pedagogy; Engineering ethics; Social psychology; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006036908,0.00007233831,0.00008239209,0.00002241265,0.0008342215,0.0001600212,0.00008748262,0.00005982664,0.00001834609],"category_scores_gemma":[0.0002659034,0.00005327313,0.00002241766,0.0001876461,0.00003935815,0.0003589883,0.00001568719,0.000308581,0.00001777285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447621,"about_ca_system_score_gemma":0.0001114033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004566738,"about_ca_topic_score_gemma":0.0004062366,"domain_scores_codex":[0.9991222,0.0002721079,0.0001016056,0.0001165989,0.0002027252,0.0001847473],"domain_scores_gemma":[0.9996235,0.0001207714,0.00006934298,0.00004644623,0.00008423757,0.00005573306],"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":[0.00001110622,0.00002098046,0.0401554,0.00001134903,0.00003310588,6.35046e-7,0.9412363,0.000508071,0.00001347511,0.006639882,0.0006688974,0.01070085],"study_design_scores_gemma":[0.0002522968,0.0000648261,0.00246657,0.00001989008,0.00002511138,0.000002661548,0.1388587,0.0009721046,0.00003945158,0.0007387967,0.8564417,0.0001178913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747818,0.0003493531,0.001073256,0.00467647,0.0004062202,0.0001524814,1.917439e-7,0.0004861826,0.118074],"genre_scores_gemma":[0.9952942,0.0002534778,0.0004798897,0.00006342292,0.0004370333,0.00001070301,0.000002550767,0.000008053321,0.003450657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8557729,"threshold_uncertainty_score":0.6416242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023893880383577,"score_gpt":0.302609001536662,"score_spread":0.2823700627328262,"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."}}