{"id":"W4282014356","doi":"10.1177/15413446221105577","title":"No Ground: Disorientation as Prerequisite for Transformation","year":2022,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"Liminality; Realm; Epistemology; Transformative learning; Meaning (existential); Process (computing); Agency (philosophy); Perspective (graphical); Sociology; Aesthetics; Computer science; Philosophy; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064636,0.0001171282,0.0001564274,0.0003249485,0.0003948125,0.00005154102,0.0001962287,0.00003699791,0.002515223],"category_scores_gemma":[0.0000661657,0.0001135651,0.0001383044,0.0002533196,0.00001938164,0.001835872,0.000004742363,0.0002644108,0.00009439202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356234,"about_ca_system_score_gemma":0.0006391634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003914598,"about_ca_topic_score_gemma":0.000002857548,"domain_scores_codex":[0.9984594,0.0001850675,0.0006898812,0.0001008474,0.0003933823,0.0001714128],"domain_scores_gemma":[0.9983988,0.0002518167,0.0006493603,0.00008135189,0.0005436219,0.0000750888],"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":[0.004684038,0.003839747,0.001801448,0.000257854,0.0006216764,0.000001238185,0.6067671,0.0002481085,0.0012722,0.1300023,0.07727862,0.1732257],"study_design_scores_gemma":[0.002248878,0.001677823,0.02247078,0.00003727424,0.0001808082,0.0002618911,0.1083521,0.00005140307,0.0003614943,0.01909835,0.844948,0.0003112245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833724,0.0006288305,0.0209351,0.008720945,0.01398355,0.001197855,0.00004375208,0.00002462087,0.07109289],"genre_scores_gemma":[0.9918244,0.00004028024,0.001820144,0.0007070285,0.0005188934,0.0003599661,0.0002182237,0.00001702968,0.004494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7676694,"threshold_uncertainty_score":0.9983966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595733771569076,"score_gpt":0.3809870769629515,"score_spread":0.3550297392472608,"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."}}