{"id":"W1754357768","doi":"10.7202/1072682ar","title":"Beyond Liberal Democracy: Diverse Educational Relations","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Universalism; Democracy; Liberalism; Sketch; Relation (database); Individualism; Epistemology; Transactional leadership; Classical liberalism; Transactional analysis; Liberal democracy; Sociology; Rationalism; Political science; Positive economics; Law and economics; Law; Philosophy; Mathematics; Social psychology; Computer science; Politics; Psychology; Economics; Public relations","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005783386,0.00008755012,0.00008311147,0.00004162871,0.0005216477,0.0001005303,0.0001188023,0.00002652534,0.01907649],"category_scores_gemma":[0.000122094,0.00008670207,0.00006094755,0.00005179902,0.00008981282,0.0004330996,0.00003556897,0.0001059554,0.002634051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470917,"about_ca_system_score_gemma":0.0000728935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005184311,"about_ca_topic_score_gemma":0.0000339256,"domain_scores_codex":[0.9993945,0.00003519282,0.0001623334,0.0001547369,0.0001267587,0.0001264406],"domain_scores_gemma":[0.9995407,0.0001195924,0.00006174942,0.0001065918,0.00006686876,0.0001045172],"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":[0.000006048456,0.0000520152,0.001786958,0.00001113104,0.0000240166,4.734169e-7,0.03983589,0.00001278266,0.00001539151,0.7371614,0.2192886,0.001805299],"study_design_scores_gemma":[0.0002091155,0.00004106954,0.007919216,0.00001362863,0.00007155838,0.000001592412,0.002539787,0.0004062978,0.00002823087,0.7110384,0.277472,0.0002591016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0943349,0.0002128825,0.0000850346,0.2629644,0.001525724,0.0001814875,0.00009328897,0.0001503862,0.640452],"genre_scores_gemma":[0.9840223,0.000009882346,0.0005495864,0.005291257,0.002635384,0.00002131911,0.0001023773,0.000012096,0.007355868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8896874,"threshold_uncertainty_score":0.9981425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403586331566425,"score_gpt":0.23882569365267,"score_spread":0.1947898303370058,"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."}}