{"id":"W2944683604","doi":"10.46743/2160-3715/2019.2689","title":"An Introduction to Transformative Inquiry: Understanding Compelling and Significant Relationships for Personal and Societal Transformation","year":2019,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University","funders":"","keywords":"Transformative learning; Epistemology; Sociology; Context (archaeology); Heuristics; Psychology; Computer science; Pedagogy","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":[0.003893453,0.0001017037,0.0001292606,0.00007233211,0.0003724823,0.00005624611,0.00003910833,0.0000506822,0.00007455672],"category_scores_gemma":[0.00009278555,0.00007905176,0.00002756335,0.0001206608,0.0001167768,0.000596838,0.000003654939,0.0001625864,0.00001721837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007823061,"about_ca_system_score_gemma":0.00004797334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001518449,"about_ca_topic_score_gemma":0.000005923227,"domain_scores_codex":[0.9987425,0.0004034583,0.000318325,0.0002336623,0.0001564333,0.0001456556],"domain_scores_gemma":[0.9985201,0.001088647,0.0001610649,0.00008121372,0.00008934933,0.00005967718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002040833,0.00003047509,0.0005205076,0.00003019796,0.00008059577,3.289602e-7,0.8908842,0.000006669408,0.0005017212,0.106755,0.0005229821,0.0004633307],"study_design_scores_gemma":[0.0003568374,0.0002410684,0.01092368,0.00001150675,0.00004207513,0.00005956491,0.9663687,0.00043521,0.00007501995,0.01840919,0.002918673,0.0001584542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719618,0.00004731981,0.1046398,0.020463,0.000434569,0.0007826154,0.00000960853,0.00002396725,0.001637384],"genre_scores_gemma":[0.9977511,0.000005639063,0.001330345,0.0001054613,0.0002037932,0.00006837995,0.0001081975,0.00001034037,0.0004167624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257893,"threshold_uncertainty_score":0.3223637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3637883072008668,"score_gpt":0.5150429032186566,"score_spread":0.1512545960177898,"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."}}