{"id":"W775333488","doi":"","title":"Sage (version 3.4); The Princeton Companion To Mathematics","year":2009,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Advanced Mathematical Theories","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; SAGE; Mathematics education; Calculus (dental); Physics; Nuclear physics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006053663,0.000255754,0.0004910936,0.0001249505,0.0004984405,0.00004316788,0.0007458912,0.0001190229,0.0003362724],"category_scores_gemma":[0.0005059941,0.0002260702,0.0002118874,0.0004332759,0.0002733713,0.0003244263,0.0002478254,0.0002404282,0.0002675955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163732,"about_ca_system_score_gemma":0.00003337124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001106466,"about_ca_topic_score_gemma":0.00003762044,"domain_scores_codex":[0.9983701,0.00009033254,0.0002889493,0.0003051465,0.0005538689,0.0003915769],"domain_scores_gemma":[0.9978583,0.0007451889,0.0002863344,0.0007915694,0.0001473235,0.0001712982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004285066,0.0002183741,0.00005239419,0.0001088689,0.00003698476,0.000007981079,0.005559445,0.00004142296,0.0001112759,0.9925273,0.001168631,0.0001244826],"study_design_scores_gemma":[0.0004563382,0.0001477809,0.0003052517,0.0001261358,0.00009417951,0.00001473271,0.009650669,0.0002143456,0.00002928899,0.9877902,0.0009194496,0.0002516804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6915238,0.00003340911,0.2980289,0.0009731077,0.00008497366,0.0004993342,0.00002054093,0.0001721814,0.008663665],"genre_scores_gemma":[0.9011509,0.00001494539,0.09562927,0.0001565887,0.00005673516,5.544757e-7,0.00000614832,0.00002468039,0.002960133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096271,"threshold_uncertainty_score":0.9218876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895385644254011,"score_gpt":0.2827116539804138,"score_spread":0.2537577975378736,"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."}}