{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001823826,0.00009862566,0.0001025456,0.00007630093,0.0002152254,0.00004307624,0.0002701758,0.0001040428,0.0005215464],"category_scores_gemma":[0.0009653507,0.00008885247,0.00004629618,0.0005176993,0.0003151807,0.0001818469,0.00002284827,0.0002152351,0.0005499751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451016,"about_ca_system_score_gemma":0.001186492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006981764,"about_ca_topic_score_gemma":0.00003816529,"domain_scores_codex":[0.9988112,0.00009309444,0.0002190418,0.000254959,0.0003770395,0.0002446156],"domain_scores_gemma":[0.9992813,0.0001685435,0.00006222939,0.0001153264,0.0001019135,0.0002706149],"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":[0.00001650351,0.000457813,0.001162332,0.000009094379,0.000002434225,1.820268e-7,0.01706751,0.00005918406,0.00002116183,0.9575378,0.02190282,0.001763192],"study_design_scores_gemma":[0.0001167959,0.00005895956,0.0154436,0.00003637415,0.000003431075,6.372017e-7,0.005084549,0.00002744898,0.00001169091,0.9184237,0.06062066,0.0001721245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2476497,0.0001749643,0.000006211017,0.6890156,0.001828676,0.0001928597,0.000002300946,0.0000287007,0.06110094],"genre_scores_gemma":[0.9737259,0.0001014253,0.00009266785,0.02017963,0.005353968,0.00005735462,0.00002260087,0.000008022218,0.0004583945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7260762,"threshold_uncertainty_score":0.7069001,"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."}}