{"id":"W2593228436","doi":"10.1177/1541344617696973","title":"Seeds and Stories of Transformation From the Individual to the Collective","year":2017,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Transformative learning; Patience; Context (archaeology); Narrative; Sociology; Social transformation; Psychology; Pedagogy; Social change; Political science; Social psychology; History; Law","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":[0.0009278143,0.0000518202,0.00009991625,0.00004370011,0.001010505,0.0001623715,0.0003574414,0.00003578268,0.00002007642],"category_scores_gemma":[0.0003385506,0.00003017636,0.00004528682,0.00009502962,0.0001609064,0.0007822122,0.000005637801,0.0001306175,0.000001283679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000836071,"about_ca_system_score_gemma":0.000844704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262033,"about_ca_topic_score_gemma":0.002487732,"domain_scores_codex":[0.9991974,0.0001413903,0.0002567332,0.00003588241,0.0002929665,0.00007565747],"domain_scores_gemma":[0.998798,0.0001998852,0.0003905947,0.00009841816,0.0004647445,0.00004843384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000277286,0.00003670689,0.003340508,0.000004180985,0.00003593824,1.379504e-8,0.9283051,0.000002477703,0.00002582954,0.005115061,0.003328302,0.05977811],"study_design_scores_gemma":[0.0002797816,0.00009876656,0.3541252,0.0001001736,0.00009282658,0.000001472107,0.5227128,0.000005314316,0.001089797,0.005529299,0.1158915,0.00007302424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067853,0.0002443933,0.003653743,0.08089301,0.00136548,0.0003176317,0.00001610379,0.00000246027,0.006721891],"genre_scores_gemma":[0.9985827,0.0001386192,0.0002050121,0.0002161642,0.0005171612,0.000007926423,0.000001811566,0.000002432388,0.00032824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4055923,"threshold_uncertainty_score":0.7772093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849016135289654,"score_gpt":0.3515934718943088,"score_spread":0.3131033105414123,"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."}}