{"id":"W7120583831","doi":"","title":"Isometries in collections of mathematics textbooks from Brazil and Canada","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Algebra over a field","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"],"consensus_categories":[],"category_scores_codex":[0.001165338,0.0009245699,0.001696987,0.001507259,0.001049776,0.0001898696,0.0007716674,0.001182115,0.0001299128],"category_scores_gemma":[0.003747203,0.001003219,0.000298517,0.001590678,0.00006611677,0.0002571823,0.0002160961,0.001253854,0.00001230579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463477,"about_ca_system_score_gemma":0.003480954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732306,"about_ca_topic_score_gemma":0.5816521,"domain_scores_codex":[0.9941773,0.000511236,0.00222074,0.0009312046,0.001350801,0.0008087298],"domain_scores_gemma":[0.9929399,0.003398562,0.001640572,0.0009201316,0.000635455,0.0004654007],"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":[0.0002851342,0.00162569,0.0002490824,0.003882264,0.0007831791,0.0002966484,0.03753084,0.00005017927,0.001155559,0.9495619,0.004023474,0.0005560259],"study_design_scores_gemma":[0.006390999,0.0004063163,0.003203221,0.009659495,0.002016475,0.0008819085,0.09327586,0.003915225,0.006231365,0.09802728,0.7717727,0.00421913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787287,0.001652665,0.002035522,0.002897959,0.004370171,0.002699256,0.001760566,0.0005055413,0.1053496],"genre_scores_gemma":[0.9799342,0.0003549271,0.004992298,0.00004864705,0.0002336823,0.0002686519,0.0006653789,0.0002114269,0.01329078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8515347,"threshold_uncertainty_score":0.9992418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429852043013229,"score_gpt":0.2584199705500847,"score_spread":0.2341214501199524,"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."}}