{"id":"W3107547767","doi":"10.7202/1074040ar","title":"On Educational Excellence","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Ideal (ethics); Meaning (existential); Relation (database); Quality (philosophy); Political science; Class (philosophy); Sociology; Engineering ethics; Pedagogy; Public relations; Epistemology; Law; Computer science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127756,0.000899437,0.001327572,0.002880167,0.007009605,0.01355542,0.001320535,0.006744731,0.008136537],"category_scores_gemma":[0.01499549,0.000288199,0.0008749836,0.00262517,0.06094212,0.01166185,0.01365625,0.009435492,0.003103161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009302789,"about_ca_system_score_gemma":0.009329507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003778174,"about_ca_topic_score_gemma":0.003184306,"domain_scores_codex":[0.9810971,0.007883742,0.001027758,0.002586593,0.005160028,0.002244806],"domain_scores_gemma":[0.9916152,0.003283477,0.0009636068,0.00120527,0.002029302,0.0009030519],"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":[0.000003334405,0.000004279407,0.00006315776,0.00003163514,0.000002625885,0.00001359948,0.0005493618,0.00005989661,0.00001089607,0.9917982,0.003580067,0.003883047],"study_design_scores_gemma":[0.00001129394,0.00002859095,0.0003184847,0.0003229642,0.000004728675,0.00008395329,0.0006159837,0.00007972764,0.00006413393,0.7890716,0.2093817,0.00001676263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005113142,0.01954396,0.01213339,0.1039216,0.002927837,0.00007861578,0.00009283792,0.000065473,0.8561233],"genre_scores_gemma":[0.7446101,0.03803914,0.00940862,0.0736801,0.007606243,0.0004806965,0.0002176377,0.0002164837,0.125741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01355542,"threshold_uncertainty_score":0.06756467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08156807590389728,"score_gpt":0.3968769997314947,"score_spread":0.3153089238275975,"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."}}