{"id":"W2801858263","doi":"","title":"O Brasil na Elite da Matemática Mundial e Nossa Posição no Pisa","year":2018,"lang":"pt","type":"preprint","venue":"viXra","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Elite; Philosophy; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067614,0.0004363319,0.000592414,0.004769775,0.007936199,0.008002885,0.0007586241,0.0008672857,0.01890724],"category_scores_gemma":[0.006494186,0.0003019359,0.0003792354,0.007770784,0.00620857,0.00245645,0.004329999,0.001346868,0.001440665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005635219,"about_ca_system_score_gemma":0.008441814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07174016,"about_ca_topic_score_gemma":0.1861461,"domain_scores_codex":[0.9961379,0.001051531,0.0001426632,0.0005122489,0.001268973,0.0008866818],"domain_scores_gemma":[0.9962282,0.0009306794,0.000484517,0.0004798788,0.0008450053,0.001031744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001695115,0.00009707927,0.09354294,0.0006258314,0.00004634594,0.0005750589,0.08875673,0.0003428052,0.001380609,0.4769148,0.0186001,0.3189481],"study_design_scores_gemma":[0.00002068913,0.0001796771,0.3094183,0.00127879,0.00007193418,0.0004668266,0.08656991,0.0005682867,0.0007485416,0.03743746,0.5631778,0.00006185545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3729219,0.009575886,0.005891594,0.01608013,0.0004790073,0.0001088389,0.0005636593,0.0001741148,0.5942048],"genre_scores_gemma":[0.966827,0.00290542,0.002099131,0.0004697231,0.00009487544,0.00003901509,0.0001346778,0.00003846523,0.02739184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07174016,"threshold_uncertainty_score":0.1426452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09532387708387306,"score_gpt":0.4239370352881525,"score_spread":0.3286131582042794,"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."}}