{"id":"W2910555369","doi":"10.4087/aycc3142","title":"On the Interrelation of Peer Climate and School Performance in Mathematics: A German-Canadian-Israeli Comparison of 14-Year-Old School Students","year":2004,"lang":"en","type":"article","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Mathematics education; Computer science; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001211018,0.00009656116,0.0001934575,0.0002045791,0.0001705683,0.00005651594,0.0003324674,0.00008123851,0.0005063093],"category_scores_gemma":[0.0004326406,0.00007180584,0.00002990685,0.0003619324,0.00009281238,0.0002851954,0.00004835599,0.0002268695,0.0003522303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156525,"about_ca_system_score_gemma":0.0001587722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01734359,"about_ca_topic_score_gemma":0.1181997,"domain_scores_codex":[0.9985579,0.00004573121,0.0003707806,0.0001394245,0.0006144433,0.0002717147],"domain_scores_gemma":[0.9992536,0.0001079914,0.0001206866,0.0001957466,0.00013333,0.0001886012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000339647,0.000108755,0.96912,0.00004754329,0.00001174161,2.949166e-7,0.01519021,0.0005213691,0.00003990222,0.01390705,0.0008524146,0.0001667714],"study_design_scores_gemma":[0.0009085673,0.0002238517,0.9780848,0.0006135364,0.00001587925,4.104343e-7,0.01558253,0.0005715867,0.0007569282,0.001738624,0.001303445,0.0001998385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705592,0.00002621469,0.00001255643,0.001444719,0.00007928696,0.0003695616,0.000004232441,0.00001085133,0.02749334],"genre_scores_gemma":[0.9984013,0.00008486777,0.0002343009,0.0003274177,0.00004400066,0.0000168212,0.000001390201,0.000007090535,0.0008827404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008561,"threshold_uncertainty_score":0.9892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363025231750793,"score_gpt":0.3572809810853294,"score_spread":0.3236507287678214,"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."}}