{"id":"W4396608536","doi":"10.1090/gsm/236","title":"Alexandrov Geometry","year":2024,"lang":"en","type":"book","venue":"Graduate studies in mathematics","topic":"Mathematics and Applications","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geometry; Geology; Mathematics","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":[0.0001801245,0.000937178,0.0006954236,0.001401685,0.001859562,0.002647316,0.0006386936,0.0006378714,0.0656487],"category_scores_gemma":[0.0005527217,0.0004239745,0.0004020977,0.001613756,0.001456734,0.002657199,0.001253953,0.002648904,0.03287701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209423,"about_ca_system_score_gemma":0.001219481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206185,"about_ca_topic_score_gemma":0.004389902,"domain_scores_codex":[0.9997863,0.00003660615,0.00000633717,0.00003924901,0.0001085082,0.00002306453],"domain_scores_gemma":[0.9998729,0.0000297085,0.000008696059,0.00003288544,0.00003802676,0.00001772935],"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":[0.00001350174,0.00001432481,0.00005572749,0.00006576155,0.000005417557,0.00002620755,0.0001487869,0.0003485296,0.0002879253,0.7868084,0.1595361,0.05268937],"study_design_scores_gemma":[0.000003497818,0.000007309906,0.0002022256,0.00004777735,0.000005270016,0.0000962693,0.00006057864,0.0002657551,0.0001822894,0.26825,0.7308741,0.00000492665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008429762,0.003781273,0.003050586,0.0009481136,0.000574953,0.000007770735,0.0001515325,0.00008746856,0.9905553],"genre_scores_gemma":[0.02200054,0.00555539,0.002019102,0.0003425734,0.0008559865,0.00002355765,0.0002587069,0.0002123428,0.9687319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0656487,"threshold_uncertainty_score":0.2196168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3085083522385034,"score_gpt":0.4205760051117882,"score_spread":0.1120676528732848,"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."}}