{"id":"W2175620870","doi":"10.5206/cie-eci.v25i1.9019","title":"Eastern, Western, or Pan-European? Recent Educational Change in the Czech Republic","year":2012,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Czech; Political science; Humanities; Library science; Philosophy; Computer science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001726853,0.00009742821,0.00009910252,0.0001698052,0.0003537928,0.0001931131,0.0003339184,0.00005021881,0.001041896],"category_scores_gemma":[0.0005563929,0.00007433731,0.00002594451,0.0003602896,0.0002375833,0.0008110463,0.0000347701,0.0001876535,0.0001392409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861099,"about_ca_system_score_gemma":0.0005100646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021637,"about_ca_topic_score_gemma":0.001869694,"domain_scores_codex":[0.9980537,0.0008973312,0.0002231448,0.0001967838,0.0003621009,0.0002669474],"domain_scores_gemma":[0.9988253,0.0003720454,0.000106594,0.0001386156,0.0004436171,0.0001137874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003578565,0.001218372,0.5333936,0.000005597214,0.00002133382,1.740037e-7,0.3025483,6.595947e-8,0.000008566094,0.06477529,0.04712548,0.05086745],"study_design_scores_gemma":[0.00008384325,0.00001524403,0.5571709,0.00001302475,0.000002589955,0.000002485684,0.02866211,0.000001915387,0.000001496711,0.0007326946,0.4132537,0.00005998927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812916,0.002151247,0.00001422101,0.07254412,0.003967882,0.0005211938,0.00000467555,0.00001473188,0.1394903],"genre_scores_gemma":[0.9689733,0.001614074,0.00006839522,0.002458147,0.004075623,0.0002471555,0.00007418411,0.000006647756,0.02248251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661282,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5295293038759502,"score_gpt":0.5930464135088072,"score_spread":0.06351710963285695,"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."}}