{"id":"W4415231987","doi":"10.1177/15413446251389601","title":"Epistemological Anarchy and Existential Panic","year":2025,"lang":"en","type":"article","venue":"Journal of Transformative Education","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"Existentialism; Transformative learning; Meaning (existential); Liminality; Trustworthiness; Skepticism","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":[0.0002449194,0.00006030067,0.0001281208,0.0001746405,0.00006361471,0.00001832362,0.00007156954,0.0000545892,0.0002707674],"category_scores_gemma":[0.00001336728,0.00004577085,0.00006892632,0.000121249,0.00004948539,0.0001640422,0.000004049526,0.0001691633,0.000008900564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000512831,"about_ca_system_score_gemma":0.0001131391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001557863,"about_ca_topic_score_gemma":0.000003685376,"domain_scores_codex":[0.9993685,0.00009813657,0.0003199041,0.0000573426,0.00006889286,0.00008725098],"domain_scores_gemma":[0.9996005,0.00003770784,0.000113403,0.00006009917,0.0001410621,0.00004725838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004965261,0.002420338,0.0237587,0.0001417895,0.0002716668,0.00001467406,0.02235162,0.000002234197,0.003437023,0.1984043,0.03134342,0.7173577],"study_design_scores_gemma":[0.001711624,0.0008703299,0.9249167,0.0002211717,0.0002718086,0.0004558523,0.01815443,0.000006361225,0.0007840678,0.01016612,0.04226547,0.0001760875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640225,0.0007928389,0.006606082,0.003746571,0.001779184,0.000128449,0.000003916518,0.000005778722,0.02291463],"genre_scores_gemma":[0.9961866,0.00005704221,0.0006843723,0.0001976249,0.00008131982,0.000006757226,0.000002571207,0.00000251636,0.002781252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.901158,"threshold_uncertainty_score":0.2964714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545000114301229,"score_gpt":0.3849174839045717,"score_spread":0.3694674827615594,"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."}}