{"id":"W169361288","doi":"10.5206/cie-eci.v31i2.9029","title":"International Comparisons of Education","year":2012,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002487277,0.0003977625,0.000348374,0.005302984,0.001766558,0.005929537,0.000467094,0.0007530543,0.02439368],"category_scores_gemma":[0.007606151,0.00008423732,0.0002929533,0.01062276,0.002757262,0.003656205,0.002203851,0.001686938,0.001054856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828115,"about_ca_system_score_gemma":0.002761358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007935167,"about_ca_topic_score_gemma":0.01210635,"domain_scores_codex":[0.9963826,0.001665115,0.0001357408,0.0003277979,0.0008496975,0.0006390121],"domain_scores_gemma":[0.9972785,0.0008727594,0.0003319728,0.0003828355,0.000887444,0.0002464924],"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":[0.00005081803,0.00002123814,0.002475662,0.0001008127,0.0000140996,0.00001670053,0.001515803,0.0001669786,0.00007211507,0.9502665,0.009906457,0.03539292],"study_design_scores_gemma":[0.00002714957,0.0001068843,0.05617456,0.0008978475,0.00005461346,0.0001579853,0.01203291,0.0002502196,0.0006027375,0.22883,0.7008471,0.00001792376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02850667,0.01455748,0.00109858,0.007081721,0.0004077746,0.00001612458,0.0009159569,0.00003277669,0.9473829],"genre_scores_gemma":[0.9314384,0.007441667,0.001481871,0.001556066,0.0003267342,0.00006979211,0.001087834,0.00008536573,0.05651221],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02439368,"threshold_uncertainty_score":0.08160496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912906005901455,"score_gpt":0.5121207181657464,"score_spread":0.320830117575601,"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."}}