{"id":"W2180272024","doi":"","title":"Educational Theories: Equality, Democracy, and Justice","year":2015,"lang":"en","type":"article","venue":"Syllabus","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Syllabus; Curriculum; Perspective (graphical); Pedagogy; Democracy; Sociology; Economic Justice; Course (navigation); Mathematics education; Psychology; Political science; Computer science; Engineering; Law","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":[0.0005104729,0.00005446282,0.0000635714,0.00002319253,0.0004348517,0.00006911661,0.0001211001,0.00004817485,0.0001233721],"category_scores_gemma":[0.0005979692,0.00004121143,0.00001673945,0.0001608378,0.0002980455,0.0001334764,0.00003643216,0.00004931779,0.0001277216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009805151,"about_ca_system_score_gemma":0.0007787649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007445196,"about_ca_topic_score_gemma":0.0007467102,"domain_scores_codex":[0.999265,0.00006173651,0.0000972047,0.000104086,0.00027817,0.0001938339],"domain_scores_gemma":[0.9993526,0.0001015864,0.0000392985,0.00008006503,0.0001895856,0.0002368951],"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":[0.000003432198,0.00002537134,0.001724039,0.000005698957,0.000004727236,1.198044e-7,0.01327319,0.000003569435,0.000002596324,0.9599923,0.02400937,0.000955513],"study_design_scores_gemma":[0.00009530666,0.00001302785,0.004919416,0.000005338116,0.00001311645,0.000002961491,0.02904433,0.000004899546,0.000002709883,0.5551169,0.4107001,0.00008189026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2588716,0.0008693996,0.0000301798,0.0784561,0.00225766,0.000134062,0.00001261933,0.00004070457,0.6593277],"genre_scores_gemma":[0.9724627,0.00008780761,0.0002974013,0.001254812,0.001225489,0.000005196194,0.000006639437,0.000004084907,0.02465583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7135912,"threshold_uncertainty_score":0.9991643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04274047547615308,"score_gpt":0.3870774472841054,"score_spread":0.3443369718079523,"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."}}