{"id":"W7084044561","doi":"10.64628/aam.uhvgekc5d","title":"Philosopher Hannah Arendt provokes us to rethink what education is for in the era of AI","year":2025,"lang":"en","type":"article","venue":"","topic":"Benford’s Law and Fraud Detection","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Argument (complex analysis); Criticism; Agency (philosophy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01218441,0.000786382,0.001030535,0.001576409,0.007826931,0.01144222,0.001533866,0.01991526,0.009032089],"category_scores_gemma":[0.03898154,0.0003708134,0.0006642868,0.001137576,0.04528415,0.02724762,0.004861598,0.03910675,0.002345483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005447192,"about_ca_system_score_gemma":0.004287119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007410004,"about_ca_topic_score_gemma":0.007621675,"domain_scores_codex":[0.9900612,0.004735594,0.0003352516,0.00129882,0.002522585,0.001046554],"domain_scores_gemma":[0.9675556,0.02537657,0.0009804803,0.00129995,0.002765195,0.002022044],"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":[0.0000144359,0.00001741575,0.0001604525,0.00003455422,0.000007477401,0.00006271915,0.003339324,0.00006883648,0.00006698945,0.9106145,0.08159897,0.004014429],"study_design_scores_gemma":[0.00001532959,0.00001311655,0.0001571216,0.0002227222,0.000005631996,0.0001167996,0.002877994,0.0001787749,0.0002021389,0.5903805,0.4057949,0.00003508171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001016347,0.003901782,0.002712321,0.9704314,0.003553048,0.000004561662,0.00002414325,0.00002775444,0.0183286],"genre_scores_gemma":[0.183385,0.007686571,0.006562848,0.7504547,0.01085936,0.000066368,0.00004350573,0.0002885892,0.04065305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01991526,"threshold_uncertainty_score":0.0644381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367505892014305,"score_gpt":0.3556147741927813,"score_spread":0.3119397152726383,"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."}}