{"id":"W4396607835","doi":"10.1090/gsm/236/10","title":"Kirszbraun revisited","year":2024,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"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":[0.0005548029,0.0004091091,0.0004126091,0.001158915,0.004496484,0.004146365,0.0008186412,0.002255706,0.02851563],"category_scores_gemma":[0.001909409,0.0002260937,0.000236566,0.001193868,0.006891345,0.006028045,0.00223155,0.005254727,0.005159352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034263,"about_ca_system_score_gemma":0.002117674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316743,"about_ca_topic_score_gemma":0.02555131,"domain_scores_codex":[0.9996015,0.0001041145,0.00001101122,0.00008903569,0.00009763236,0.00009674582],"domain_scores_gemma":[0.9997337,0.0000950925,0.00001549321,0.00004993129,0.00007152348,0.00003427835],"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":[0.000003878161,0.000002676274,0.00002131809,0.00000488528,6.237321e-7,0.00001190533,0.0003054452,0.00002332756,0.00001446598,0.9777582,0.0177717,0.004081577],"study_design_scores_gemma":[0.000005090567,0.000003346112,0.0001430649,0.00004634318,0.000002673183,0.00007535588,0.0005606816,0.0001359434,0.00007414833,0.5741764,0.4247706,0.000006313027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003233235,0.004107705,0.001518521,0.009522396,0.001024176,0.00000556925,0.00002916874,0.00003338139,0.9805258],"genre_scores_gemma":[0.1698989,0.003274379,0.001271424,0.008086452,0.0007160156,0.00003402118,0.00005364829,0.0001859182,0.8164793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02851563,"threshold_uncertainty_score":0.09539431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08510202380741606,"score_gpt":0.3073570629079676,"score_spread":0.2222550391005516,"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."}}