{"id":"W2114347576","doi":"10.2202/1940-1639.1611","title":"Best Practices: A Young Professor's Reflections on Higher Education and Democracy for a World Beyond Our Borders","year":2007,"lang":"en","type":"article","venue":"Journal of College and Character","topic":"Religious Education and Schools","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fell; Politics; Liberal arts education; Political philosophy; Sociology; Democracy; The arts; Higher education; Pedagogy; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011748,0.00007726625,0.000135961,0.0002433598,0.0005557738,0.0001309434,0.00007163803,0.00007053703,0.00003057284],"category_scores_gemma":[0.0002133964,0.00006452415,0.00004985145,0.0002435867,0.00003049924,0.0003099081,0.000005924021,0.0002064971,0.000004208217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000781169,"about_ca_system_score_gemma":0.0005268675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006336487,"about_ca_topic_score_gemma":0.0005210983,"domain_scores_codex":[0.9991491,0.00007502934,0.0002880922,0.0001017451,0.0002125647,0.0001734295],"domain_scores_gemma":[0.9985831,0.0001852777,0.0006251028,0.00005983196,0.000370203,0.000176424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001080358,0.001069534,0.02455452,0.00007825453,0.0001770346,0.00001268777,0.02617655,1.693287e-7,0.001307204,0.1379735,0.780974,0.02659623],"study_design_scores_gemma":[0.0007104928,0.0002338319,0.04946636,0.0001311711,0.00009182793,0.00004008622,0.03825667,5.814049e-7,0.00006717403,0.01669567,0.8941525,0.0001536554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6620217,0.0006525361,0.00003587081,0.1479321,0.003391511,0.0006235673,0.000007694141,0.00001258474,0.1853225],"genre_scores_gemma":[0.8567485,0.000566736,0.0005060157,0.001824405,0.001739646,0.00001140215,0.00000128633,0.000008331072,0.1385937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947268,"threshold_uncertainty_score":0.4274619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07379510482960401,"score_gpt":0.4548781680103362,"score_spread":0.3810830631807322,"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."}}