{"id":"W2905975758","doi":"10.18733/cpi29455","title":"The Politics of Contemporary Education","year":2018,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Sociology; Public administration; History; 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":[0.000132286,0.00004141568,0.00005380727,0.000006434054,0.0007603123,0.00004326615,0.0000975677,0.00004692067,0.00003862917],"category_scores_gemma":[0.000104653,0.00001809554,0.00002745397,0.000062367,0.001830209,0.00008698989,0.00002475204,0.00004130747,0.00001684061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531406,"about_ca_system_score_gemma":0.0002169867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114418,"about_ca_topic_score_gemma":0.00005631149,"domain_scores_codex":[0.9995502,0.00003786,0.0001063589,0.00006334615,0.0001241969,0.0001179991],"domain_scores_gemma":[0.9995632,0.00004668298,0.00004412666,0.00004963503,0.0002056616,0.00009065078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005306218,0.00003291147,0.0008735003,0.000003756254,0.000005127789,3.868645e-8,0.02747685,3.575083e-8,0.00004481042,0.9090673,0.05707208,0.005418281],"study_design_scores_gemma":[0.00003067595,0.00003904156,0.007752375,0.000006541659,0.00000223817,0.000001074964,0.09911694,8.07993e-7,0.00002605005,0.02081357,0.8721704,0.00004023118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619773,0.002396231,0.000001945724,0.01296134,0.0009019079,0.00008361773,0.000002852043,0.00001263375,0.1216621],"genre_scores_gemma":[0.9757825,0.0003127279,0.00002425712,0.0005342386,0.002000477,0.000003186202,0.00000383875,0.000001185946,0.02133764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8882537,"threshold_uncertainty_score":0.6743483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5516312628674038,"score_gpt":0.5247843170463803,"score_spread":0.02684694582102354,"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."}}