{"id":"W2477012636","doi":"10.1090/ulect/051/05","title":"The hyperbolic GAF","year":2009,"lang":"en","type":"book-chapter","venue":"University lecture series","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014618,0.0005261801,0.000335035,0.000834815,0.001487049,0.002027134,0.0005948659,0.0006742901,0.04050001],"category_scores_gemma":[0.0004354886,0.0002117602,0.0002440978,0.0006126004,0.001631845,0.00193598,0.001304498,0.001949259,0.009796598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826324,"about_ca_system_score_gemma":0.0006026921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086668,"about_ca_topic_score_gemma":0.004398759,"domain_scores_codex":[0.9998829,0.00002095514,0.000003387011,0.00002861946,0.00004565293,0.00001850052],"domain_scores_gemma":[0.9999373,0.000007628722,0.000004284119,0.00001784059,0.00002015281,0.0000128329],"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":[0.000006893338,0.000005144912,0.00005923495,0.00002064654,0.000001988501,0.00002564997,0.0001536142,0.000199743,0.0001835947,0.9405564,0.03248882,0.02629825],"study_design_scores_gemma":[0.000006101633,0.00001195572,0.0003262183,0.00004637251,0.00000397707,0.000218875,0.0002358342,0.0007745074,0.0003333346,0.3371465,0.6608878,0.000008631252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005638894,0.001936336,0.004453578,0.00148382,0.0007190772,0.00001522599,0.0001177094,0.00008314747,0.9855523],"genre_scores_gemma":[0.09981778,0.002369983,0.0038861,0.000468002,0.0003873828,0.0000248389,0.0002058749,0.0001728242,0.8926672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04050001,"threshold_uncertainty_score":0.1354861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333032071749541,"score_gpt":0.2000353468629827,"score_spread":0.1867050261454873,"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."}}