{"id":"W4412354864","doi":"10.55016/ojs/jah.v2025y2025.81776","title":"Ethical Hermeneutics Engaging Individual-based Instrumental Reason: Lessons for Leaders in the Modern Social Imaginary","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Hermeneutics","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Imaginary; Hermeneutics; Sociology; Epistemology; Psychology; Psychoanalysis; Philosophy","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":[0.00343081,0.0001407561,0.0002512055,0.000164872,0.0008007943,0.0001632047,0.0005484881,0.000265072,0.00001874214],"category_scores_gemma":[0.0001475903,0.0001192618,0.0001208795,0.0003977102,0.0005130329,0.00006897413,0.00003812636,0.001142133,0.000001614693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516347,"about_ca_system_score_gemma":0.001509872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004812817,"about_ca_topic_score_gemma":0.00005645919,"domain_scores_codex":[0.9979334,0.0002667794,0.0005173211,0.0001574371,0.0007189081,0.0004060886],"domain_scores_gemma":[0.9988747,0.0006094294,0.0001796192,0.0001020451,0.0001518131,0.00008241722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001260597,0.0004751653,0.0003906931,0.00007463145,0.00007672913,0.00001036684,0.3018134,0.0001264429,0.0001564437,0.6629854,0.005062614,0.02870209],"study_design_scores_gemma":[0.001288875,0.0000377717,0.001857214,0.00007964377,0.00011553,0.000003098368,0.1060316,0.0002436302,0.0002765331,0.8653489,0.02452741,0.0001898795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2316115,0.0000530752,0.0005168259,0.5337886,0.001508667,0.0009968093,0.00001616708,0.00005259764,0.2314558],"genre_scores_gemma":[0.977631,0.00003735597,0.003850622,0.01806355,0.0002718457,0.00002949099,0.000004829065,0.00001138963,0.00009991857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7460195,"threshold_uncertainty_score":0.6159143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07846485544776484,"score_gpt":0.4086635646543667,"score_spread":0.3301987092066019,"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."}}