{"id":"W2731886419","doi":"10.2139/ssrn.2995226","title":"The Politics of International Testing","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03795457,0.0005978759,0.001233638,0.002499844,0.01008524,0.01977981,0.002331325,0.02522874,0.02208191],"category_scores_gemma":[0.08066278,0.0008492857,0.0007976514,0.00273263,0.05132535,0.01555165,0.01106601,0.02847625,0.001829077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01084374,"about_ca_system_score_gemma":0.01112366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361003,"about_ca_topic_score_gemma":0.01196521,"domain_scores_codex":[0.9664432,0.01634715,0.0007106562,0.003821057,0.006133555,0.0065444],"domain_scores_gemma":[0.9309134,0.05039108,0.003380964,0.005271936,0.004438084,0.005604555],"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":[0.00002528413,0.00002394774,0.0009060557,0.00001347468,0.000005516475,0.00007088231,0.001265567,0.0001024319,0.0000477009,0.9702463,0.02032584,0.006966951],"study_design_scores_gemma":[0.00007230615,0.00005565826,0.003517919,0.000375792,0.00002720884,0.0002150723,0.004281255,0.0006333817,0.0004781468,0.7554877,0.2347927,0.00006286376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01969795,0.004247946,0.002693644,0.5158534,0.001431561,0.0000377066,0.0001158172,0.00007246529,0.4558495],"genre_scores_gemma":[0.7770049,0.001865258,0.0009921328,0.1539325,0.002675321,0.0001893496,0.00006846431,0.0001839248,0.06308816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03795457,"threshold_uncertainty_score":0.2007253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942103304845019,"score_gpt":0.3450409367540127,"score_spread":0.3256199037055625,"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."}}