{"id":"W2202815686","doi":"","title":"Международный опыт реформирования и повышения эффективности системы образования","year":2012,"lang":"ru","type":"article","venue":"Экономика образования","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Regional science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003088218,0.001856005,0.001552004,0.001248883,0.001715505,0.001310021,0.004391255,0.001199954,0.007612877],"category_scores_gemma":[0.0003213402,0.00191465,0.0008245131,0.003926107,0.0007820573,0.004700942,0.001717482,0.002060471,0.01069791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007954421,"about_ca_system_score_gemma":0.001289512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572772,"about_ca_topic_score_gemma":0.0002023732,"domain_scores_codex":[0.9878836,0.0006784693,0.002469238,0.002338309,0.002503312,0.004127125],"domain_scores_gemma":[0.9903777,0.000979152,0.001228408,0.004275321,0.001396468,0.001742916],"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":[0.00007583969,0.003714201,0.01166488,0.0005013122,0.0007444166,0.00005785166,0.008624592,0.00008160627,0.001733906,0.6168355,0.2716275,0.0843384],"study_design_scores_gemma":[0.003557432,0.0009770903,0.267295,0.0009810539,0.0005652354,0.0006923435,0.007512343,0.004616644,0.007059237,0.01517001,0.6849877,0.006585878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3069518,0.08531594,0.04766329,0.1139867,0.07959303,0.004549152,0.0006668976,0.003539146,0.357734],"genre_scores_gemma":[0.9422184,0.001667656,0.01586201,0.004110709,0.01049466,0.0003332514,0.000220336,0.0002952971,0.02479767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6352666,"threshold_uncertainty_score":0.9997267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174954701242305,"score_gpt":0.3249229331919951,"score_spread":0.243173386179572,"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."}}