{"meta":{"query_hash":"bc35e8acbb05","filters":{"venue":"Surveys in Differential Geometry"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bc35e8acbb05","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surveys+in+Differential+Geometry"},"results":[{"id":"W1978542027","doi":"10.4310/sdg.2007.v12.n1.a2","title":"A survey of the Kähler-Ricci Flow and Yau’s Uniformization Conjecture","year":2007,"lang":"en","type":"article","venue":"Surveys in Differential Geometry","topic":"Geometry and complex manifolds","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Uniformization (probability theory); Conjecture; Mathematics; Ricci flow; Pure mathematics; Holomorphic function; Flow (mathematics); Ricci curvature; Curvature; Manifold (fluid mechanics); Geometry; Statistics","score_opus":0.042452155275742164,"score_gpt":0.2919622446031547,"score_spread":0.2495100893274125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978542027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049723897,0.68915856,0.040042296,0.013578355,0.0012419773,0.00005036819,0.0005167072,0.000235081,0.20545274],"genre_scores_gemma":[0.25758228,0.68554693,0.018708494,0.0022117516,0.005722056,0.000089294044,0.0011754431,0.00012215052,0.028841566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994036,0.00014335028,0.000039928906,0.00015119193,0.00019259467,0.000069269845],"domain_scores_gemma":[0.99889,0.0006487585,0.00007938388,0.0000760985,0.00022016764,0.00008563568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127693,0.000580553,0.0012740805,0.0036701506,0.0013124188,0.0029861664,0.0006259349,0.0013101365,0.004642578],"category_scores_gemma":[0.0019427524,0.0006114315,0.00029063429,0.0066934284,0.0022456527,0.0065292106,0.0011945417,0.0014871533,0.0014589278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000581003,0.00009077151,0.002919563,0.0018390999,0.00002948685,0.0001861193,0.0007101402,0.002117942,0.0007760183,0.66970444,0.04278295,0.27878535],"study_design_scores_gemma":[0.000013525976,0.00011238058,0.0053295386,0.00078559556,0.000026823278,0.0009883858,0.00085352996,0.006218126,0.000984056,0.36204416,0.622588,0.00005588244],"about_ca_topic_score_codex":0.001912724,"about_ca_topic_score_gemma":0.0016650653,"teacher_disagreement_score":0.004642578,"about_ca_system_score_codex":0.0015165588,"about_ca_system_score_gemma":0.0010970017,"threshold_uncertainty_score":0.015530944},"labels":[],"label_agreement":null},{"id":"W2138564812","doi":"10.4310/sdg.2006.v11.n1.a5","title":"Perelman’s Stability Theorem","year":2006,"lang":"en","type":"article","venue":"Surveys in Differential Geometry","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stability (learning theory); Mathematics; Mathematical economics; Economics; Computer science","score_opus":0.03631761044093834,"score_gpt":0.2842263904688558,"score_spread":0.24790878002791744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138564812","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15912415,0.0041860775,0.42003745,0.006736303,0.0012021518,0.0001101951,0.0010874184,0.00069534406,0.40682092],"genre_scores_gemma":[0.9098626,0.0011447467,0.030959789,0.0011846337,0.0006896891,0.00015384203,0.0004366007,0.00015866072,0.05540943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993635,0.00007466277,0.000022471386,0.00021963056,0.00022961308,0.00009011488],"domain_scores_gemma":[0.99909437,0.00026448743,0.000061775405,0.00013826527,0.00034786912,0.000093146424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096572045,0.00040843795,0.0005143061,0.0014264461,0.0015957413,0.0014908512,0.00094957714,0.0008295975,0.007858421],"category_scores_gemma":[0.0030682613,0.00030902377,0.0008515826,0.00056508096,0.0018807127,0.003130239,0.0028357261,0.0022149824,0.0017631097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028349104,0.0000079360025,0.00033859274,0.00004864475,0.00001661895,0.00012960618,0.00020085364,0.0018595963,0.0018679646,0.9777575,0.0059033134,0.011841062],"study_design_scores_gemma":[0.00001947952,0.000028072027,0.00089723244,0.000032638585,0.00002096231,0.00045033576,0.00009240039,0.017692424,0.0033245666,0.9492064,0.028210906,0.000024493545],"about_ca_topic_score_codex":0.0010311847,"about_ca_topic_score_gemma":0.0005255851,"teacher_disagreement_score":0.007858421,"about_ca_system_score_codex":0.00142556,"about_ca_system_score_gemma":0.00044639793,"threshold_uncertainty_score":0.026289046},"labels":[],"label_agreement":null},{"id":"W4403293869","doi":"10.4310/sdg.241011020853","title":"The Strominger system and ﬂows by the Ricci tensor","year":2022,"lang":"en","type":"article","venue":"Surveys in Differential Geometry","topic":"Advanced Differential Geometry Research","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ricci curvature; Ricci flow; Tensor (intrinsic definition); Ricci decomposition; Mathematics; Physics; Mathematical physics; Pure mathematics; Psychology; Geometry","score_opus":0.010780423509503406,"score_gpt":0.25675668083977354,"score_spread":0.24597625733027015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403293869","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27521902,0.26521218,0.11472882,0.030440992,0.0026104792,0.00005349675,0.00080169935,0.00035436585,0.310579],"genre_scores_gemma":[0.8611873,0.08533103,0.013962506,0.0013788912,0.0073015764,0.000039924827,0.0005127567,0.00008001275,0.03020604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99942136,0.00023445189,0.000036092606,0.000108500826,0.00014498952,0.00005461845],"domain_scores_gemma":[0.9988136,0.0005302981,0.00015956853,0.00014805916,0.00016631142,0.00018215427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016776986,0.0009811835,0.001025162,0.0037946578,0.0010348186,0.0033478371,0.00059845025,0.0015162692,0.0038645475],"category_scores_gemma":[0.0020139406,0.00049094233,0.0005033397,0.004231021,0.005417871,0.0068472982,0.0013864844,0.0024107,0.0006368843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006536309,0.000004018923,0.000107191976,0.000028881932,0.0000039780302,0.00001131063,0.000089469024,0.00024507465,0.00016092297,0.99436176,0.0011252286,0.0038555914],"study_design_scores_gemma":[0.000005323856,0.000009914584,0.00038071914,0.0000137692905,0.000002794436,0.00005474954,0.000046501813,0.0009506997,0.00008601237,0.9858247,0.012615443,0.000009419231],"about_ca_topic_score_codex":0.0016633581,"about_ca_topic_score_gemma":0.00072209764,"teacher_disagreement_score":0.0038645475,"about_ca_system_score_codex":0.0024176545,"about_ca_system_score_gemma":0.0008594053,"threshold_uncertainty_score":0.017541409},"labels":[],"label_agreement":null},{"id":"W7117674096","doi":"10.4310/sdg.251231234309","title":"Recent progress on SYZ mirror symmetry for some non-compact Calabi-Yau surfaces","year":2023,"lang":"en","type":"article","venue":"Surveys in Differential Geometry","topic":"Geometry and complex manifolds","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mirror symmetry; Symmetry (geometry); Reflection symmetry; Surface (topology)","score_opus":0.08542128303275488,"score_gpt":0.3503092718407801,"score_spread":0.2648879888080252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117674096","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19278456,0.5778447,0.04970279,0.016306086,0.004268889,0.00006517465,0.00049194414,0.00036534973,0.15817052],"genre_scores_gemma":[0.61653215,0.30967015,0.03584716,0.0024217835,0.012397248,0.000083510786,0.0010865958,0.00016160359,0.021799793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995634,0.000092969116,0.000031251788,0.00011743188,0.00013301827,0.00006198343],"domain_scores_gemma":[0.99898964,0.00047075763,0.000090756956,0.000121712794,0.00021607557,0.000111128415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015920314,0.00091484946,0.0014988711,0.002542852,0.0010174443,0.0027157755,0.00092837296,0.0013388105,0.0037667588],"category_scores_gemma":[0.0020512969,0.00048590652,0.000512622,0.0027679368,0.002783522,0.005987682,0.0015757971,0.0022385633,0.00070874416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013745554,0.000066322566,0.00049823825,0.0012973872,0.000030983807,0.00011405053,0.00046680402,0.0013053201,0.00316054,0.8718679,0.009449141,0.111605905],"study_design_scores_gemma":[0.000040330793,0.00010552162,0.0016654694,0.00014843713,0.000037728052,0.00052448816,0.00027432837,0.0050402633,0.00216394,0.8774689,0.112490006,0.000040574803],"about_ca_topic_score_codex":0.0005655338,"about_ca_topic_score_gemma":0.00043420104,"teacher_disagreement_score":0.0037667588,"about_ca_system_score_codex":0.0015749976,"about_ca_system_score_gemma":0.0009148808,"threshold_uncertainty_score":0.012601018},"labels":[],"label_agreement":null},{"id":"W7117828063","doi":"10.4310/sdg.260101000726","title":"Restriction theorems: from orbits and Chevalley to periods and Galois","year":2023,"lang":"en","type":"article","venue":"Surveys in Differential Geometry","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Invariant (physics); Algebraic number; Lift (data mining); Galois module; Galois group; Property (philosophy); Invariant theory; Function (biology)","score_opus":0.036527978938891564,"score_gpt":0.3036668955819708,"score_spread":0.2671389166430792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117828063","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69314545,0.0018932198,0.22126307,0.0016022385,0.00014885278,0.000080644095,0.0003523486,0.00023191514,0.081282265],"genre_scores_gemma":[0.98134506,0.0007594369,0.012236229,0.000104905586,0.00021195048,0.000053833908,0.00012612861,0.000051973697,0.005110462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99948406,0.000121323734,0.000031834174,0.000109046036,0.00015110723,0.00010258895],"domain_scores_gemma":[0.9988361,0.0005512512,0.00018834531,0.00020656313,0.00007939799,0.00013833305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010380652,0.000573752,0.0005418316,0.0019764362,0.0011396958,0.0025980906,0.0007090718,0.0006476976,0.004408223],"category_scores_gemma":[0.0036089127,0.00030505302,0.00068896223,0.0011279737,0.0037333057,0.0066539347,0.0022829617,0.0017820166,0.00040009661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013422049,0.000007090144,0.0005508879,0.000020581623,0.0000040861337,0.00007598954,0.00027345063,0.0005627022,0.00065947557,0.99363744,0.0002412528,0.0039536622],"study_design_scores_gemma":[0.000013317026,0.000029576915,0.0009322158,0.00001848579,0.0000096858585,0.00033356287,0.00024406289,0.0070006754,0.0010400461,0.98681265,0.0035533516,0.000012412679],"about_ca_topic_score_codex":0.000493126,"about_ca_topic_score_gemma":0.000252952,"teacher_disagreement_score":0.004408223,"about_ca_system_score_codex":0.0010369227,"about_ca_system_score_gemma":0.0002766536,"threshold_uncertainty_score":0.014746904},"labels":[],"label_agreement":null}]}