{"id":"W348978407","doi":"10.55016/ojs/jet.v33i3.52580","title":"Political Doctrine, Philosophy, and the Value of Education: The Legacy of Isocrates and the Socratic Alternative","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Socratic method; Doctrine; Politics; Value (mathematics); Epistemology; Philosophy; Philosophy of education; Political science; Law; Higher education; Mathematics","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":[0.00116619,0.0001015529,0.0002131182,0.0000983029,0.0002578913,0.00009730973,0.0006797353,0.00002703195,0.00002800451],"category_scores_gemma":[0.0006461328,0.00004611036,0.00008380844,0.0003831328,0.001525955,0.0004676651,0.0001074872,0.0001990494,0.000001607868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003010533,"about_ca_system_score_gemma":0.001105661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003992139,"about_ca_topic_score_gemma":0.000002620552,"domain_scores_codex":[0.9985679,0.0002430894,0.0005744242,0.0001160191,0.0003761588,0.0001223908],"domain_scores_gemma":[0.9949873,0.002690418,0.0006230775,0.0002784942,0.001364182,0.00005651476],"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":[0.00003706115,0.0001360645,0.0002503291,0.00001451305,0.00006756054,3.073995e-8,0.002089384,0.000003058123,0.00001335463,0.9949033,0.002087338,0.0003980391],"study_design_scores_gemma":[0.0007612032,0.0001048463,0.01153771,0.00007622075,0.00004102818,0.0001330059,0.001899357,0.0006000241,0.0003057148,0.9820353,0.002445508,0.00006007894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1243817,0.005337163,0.002390899,0.8383368,0.001937329,0.0003470616,0.00000555662,0.000002930444,0.02726056],"genre_scores_gemma":[0.989648,0.000209285,0.005732815,0.001690452,0.002354725,0.00001451852,8.878669e-7,0.000004665937,0.0003446421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8652663,"threshold_uncertainty_score":0.5622445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237815116077617,"score_gpt":0.3264467634643314,"score_spread":0.3026652518565697,"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."}}