{"id":"W3133347876","doi":"10.18733/cpi29479","title":"The Politics of Contemporary Education","year":2019,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Censoring (clinical trials); Politics; Equity (law); Inclusion (mineral); Mathematics education; Sociology; Political science; Psychology; Social science; Economics; Econometrics; Law","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":[0.0001890154,0.00004271599,0.00006829789,0.000007384991,0.0002677832,0.00003725256,0.00007936412,0.00004093539,0.00006904581],"category_scores_gemma":[0.0001052179,0.0000225455,0.00002749167,0.00005675535,0.0005880146,0.00008612774,0.00001591809,0.00006979641,0.00002578756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001255571,"about_ca_system_score_gemma":0.0001369734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003035259,"about_ca_topic_score_gemma":0.00002469695,"domain_scores_codex":[0.9995165,0.0001036013,0.00009763226,0.00007483809,0.0001090286,0.00009837952],"domain_scores_gemma":[0.9996271,0.0001315409,0.00004264799,0.00005401886,0.00008820146,0.00005644978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006803872,0.00006046012,0.04549345,0.00001672023,0.0000121492,5.02077e-8,0.4923576,5.353039e-8,0.00008176883,0.4337451,0.02179461,0.006431275],"study_design_scores_gemma":[0.00003744794,0.00001370343,0.02216841,0.000006591085,0.000002055391,2.128962e-7,0.5979814,1.941606e-7,0.000008836285,0.001321308,0.3784254,0.00003442058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139069,0.005187912,8.871552e-7,0.03994825,0.000809365,0.0001216276,7.19738e-7,0.00001740249,0.04000693],"genre_scores_gemma":[0.9697315,0.0002307629,0.0000122886,0.000402722,0.0004323133,0.000004875003,0.000002337627,0.00000135895,0.02918184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4324237,"threshold_uncertainty_score":0.2166564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.788341691357533,"score_gpt":0.5530486031574673,"score_spread":0.2352930882000657,"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."}}