{"meta":{"query_hash":"ecaa2fe22bcf","filters":{"venue":"Quarterly of Applied Mathematics"},"cohort_total":32,"direct_labels_cover":0,"predictions_cover":32,"exported":32,"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/ecaa2fe22bcf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Quarterly+of+Applied+Mathematics"},"results":[{"id":"W180685585","doi":"10.1090/qam/1878265","title":"Existence and uniqueness of solutions of Smoluchowski’s coagulation equation with source terms","year":2002,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Uniqueness; Mathematical proof; Smoluchowski coagulation equation; Coagulation; Mathematics; Truncation (statistics); Mathematical analysis; Applied mathematics; Physics; Statistical physics; Statistics; Geometry","score_opus":0.08700932218127873,"score_gpt":0.2716982726838758,"score_spread":0.1846889505025971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W180685585","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":[0.3228645,0.0020110323,0.6405012,0.003203587,0.0002726727,0.0001735049,0.00021915551,0.00017288087,0.030581487],"genre_scores_gemma":[0.8670945,0.0018011708,0.10779668,0.0004055698,0.00017262065,0.00033620192,0.00021780215,0.00010891058,0.022066506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995757,0.000109277884,0.000025486803,0.000082491366,0.000117843716,0.00008919418],"domain_scores_gemma":[0.9984755,0.0006832759,0.00025645032,0.00007485369,0.00037070448,0.00013916235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013353709,0.0008059595,0.0008540412,0.0011802978,0.0009588475,0.0014926718,0.00092833664,0.0022155135,0.0013574085],"category_scores_gemma":[0.005135468,0.00056302187,0.001131011,0.00047312694,0.0024545253,0.0017624762,0.0025159651,0.0014762938,0.00050453475],"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":[0.00013827138,0.00007744547,0.0017237889,0.00026411976,0.0000697811,0.0009307665,0.00070213503,0.038123474,0.059694003,0.8823549,0.0019991954,0.013922096],"study_design_scores_gemma":[0.00012995579,0.00018051043,0.0015152023,0.00013980421,0.000052950705,0.0007743526,0.000291097,0.5449491,0.0439864,0.40038761,0.007475638,0.0001174167],"about_ca_topic_score_codex":0.0010988818,"about_ca_topic_score_gemma":0.0005750985,"teacher_disagreement_score":0.0022155135,"about_ca_system_score_codex":0.0008790642,"about_ca_system_score_gemma":0.0015628932,"threshold_uncertainty_score":0.0070621967},"labels":[],"label_agreement":null},{"id":"W1963516529","doi":"10.1090/s0033-569x-2014-01354-6","title":"Analysis of water hammer attenuation in the Brunone model of unsteady friction","year":2014,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Water Systems and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Water hammer; Attenuation; Mechanics; Closure (psychology); Parametric statistics; Pressure head; Geotechnical engineering; Geology; Physics; Materials science; Mathematics; Optics; Thermodynamics","score_opus":0.01098130149965885,"score_gpt":0.19046944877952907,"score_spread":0.17948814727987022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963516529","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":[0.26917705,0.00074954383,0.7168249,0.0002613316,0.000051519197,0.00004398248,0.000049624687,0.00019195523,0.012650032],"genre_scores_gemma":[0.99289227,0.00023681145,0.003720492,0.000013418111,0.000011202478,0.000017922688,0.000019107081,0.00002524221,0.003063389],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997279,0.000069092835,0.000008894641,0.000029628256,0.000115255425,0.000049211205],"domain_scores_gemma":[0.9994311,0.00022844714,0.00011479991,0.000042393778,0.00013782154,0.000045365872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052223005,0.00062812964,0.00069069973,0.0006474843,0.00023894553,0.00066560874,0.00080667954,0.0006457695,0.0009267092],"category_scores_gemma":[0.0023136486,0.00023890885,0.0005600511,0.00032752528,0.0011091564,0.0009716849,0.000819547,0.00073666783,0.00014828602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010123985,0.000039426235,0.0014703826,0.00013230673,0.000030026584,0.00048001175,0.00018645593,0.91613096,0.013967042,0.057521112,0.00054086186,0.009400173],"study_design_scores_gemma":[0.0000014157571,0.000009808595,0.00013291984,0.0000025971508,0.0000018645661,0.00001897153,0.00000935567,0.9977556,0.00027178094,0.001698997,0.00009280832,0.000003907704],"about_ca_topic_score_codex":0.0051047346,"about_ca_topic_score_gemma":0.0023054325,"teacher_disagreement_score":0.0051047346,"about_ca_system_score_codex":0.0008847826,"about_ca_system_score_gemma":0.0006044991,"threshold_uncertainty_score":0.010150015},"labels":[],"label_agreement":null},{"id":"W1975316040","doi":"10.1090/s0033-569x-2012-01283-6","title":"The sonic line as a free boundary","year":2012,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"Natural Sciences and Engineering Research Council of Canada; Research Foundation of The City University of New York; Loughborough University; Ministero dell’Istruzione, dell’Università e della Ricerca; Ohio State University; City University of New York; U.S. Department of Energy; National Science Foundation","keywords":"Hodograph; Transonic; Fourier transform; Domain (mathematical analysis); Boundary value problem; Transformation (genetics); Line (geometry); Mathematical analysis; Boundary (topology); Class (philosophy); Variable (mathematics); Mathematics; Applied mathematics; Computer science; Physics; Mechanics; Geometry; Aerodynamics","score_opus":0.012609607494547745,"score_gpt":0.2432752264633812,"score_spread":0.23066561896883347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975316040","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":[0.36433947,0.0018826121,0.44766164,0.0032169372,0.00066610886,0.00012101984,0.00027612539,0.0004967707,0.18133935],"genre_scores_gemma":[0.91546446,0.00058736315,0.025256371,0.0004649568,0.00018565018,0.00008411594,0.00015449278,0.00013970232,0.05766283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998598,0.000033986016,0.0000051808183,0.000030772168,0.00004605611,0.000024246174],"domain_scores_gemma":[0.99986935,0.000029262259,0.00001896549,0.000015549815,0.00002835925,0.000038528247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019815378,0.00039342028,0.00041569286,0.0005812085,0.0005908197,0.001743065,0.00075841555,0.0016517674,0.006333031],"category_scores_gemma":[0.0006941249,0.0002808087,0.00026928214,0.0002796985,0.0015656294,0.0021637166,0.0015739145,0.0011310547,0.0010585635],"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":[0.000085040614,0.00004749419,0.00034515563,0.00008169178,0.000012585825,0.00042128438,0.000366448,0.029665295,0.014791844,0.94376427,0.0020954092,0.008323504],"study_design_scores_gemma":[0.000097475815,0.00017540829,0.0007828858,0.00008446294,0.00001961923,0.00044437946,0.0006460533,0.4170451,0.0049595768,0.5568867,0.018799394,0.00005895496],"about_ca_topic_score_codex":0.0009706496,"about_ca_topic_score_gemma":0.00041893506,"teacher_disagreement_score":0.006333031,"about_ca_system_score_codex":0.0005840177,"about_ca_system_score_gemma":0.000333947,"threshold_uncertainty_score":0.021186054},"labels":[],"label_agreement":null},{"id":"W2003899288","doi":"10.1090/s0033-569x-2011-01192-4","title":"GRID macroscopic growth law and its application to image inference","year":2011,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":2,"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 Waterloo","funders":"","keywords":"Diffeomorphism; Grid; Mathematics; Iterated function; Applied mathematics; Mathematical optimization; Inference; Optimal control; Function (biology); Mathematical analysis; Computer science; Geometry; Artificial intelligence","score_opus":0.017565905254795414,"score_gpt":0.27392000041569853,"score_spread":0.25635409516090313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003899288","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":[0.006148387,0.00022820031,0.9925252,0.00031571995,0.000016178128,0.000010921561,0.000020936095,0.000104333245,0.00063007197],"genre_scores_gemma":[0.45661595,0.0010702339,0.53835976,0.00020746085,0.00012374192,0.00018979686,0.00014861781,0.00020857256,0.0030758267],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994241,0.0002344266,0.000030481084,0.00013499965,0.00015378646,0.000022195243],"domain_scores_gemma":[0.99487346,0.0041609406,0.0002828573,0.00027560175,0.00033044812,0.00007669594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023786,0.00042450163,0.00061067875,0.0009249688,0.00036357398,0.0010620857,0.0009502034,0.001138206,0.00101953],"category_scores_gemma":[0.012622584,0.0004896795,0.0005898828,0.00073927065,0.002382874,0.0013294296,0.0013578462,0.0013304189,0.00021540262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031280815,0.000018296505,0.0014323,0.00007520197,0.000030153038,0.00006715357,0.00008084153,0.7745652,0.002263286,0.17183872,0.0005805466,0.049016982],"study_design_scores_gemma":[0.0000026958717,0.0000069735856,0.00011077983,0.0000036461158,0.0000018499587,0.0000098972105,0.0000029148962,0.95952743,0.0003154485,0.039691903,0.00032274256,0.0000038188527],"about_ca_topic_score_codex":0.0060315495,"about_ca_topic_score_gemma":0.003127052,"teacher_disagreement_score":0.0060315495,"about_ca_system_score_codex":0.001410658,"about_ca_system_score_gemma":0.0008842187,"threshold_uncertainty_score":0.0125793815},"labels":[],"label_agreement":null},{"id":"W2004230401","doi":"10.1090/s0033-569x-06-01012-x","title":"Existence of optimal shape for a system of conservation laws in a free air-porous domain","year":2006,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Conservation law; Mechanics; Conservation of mass; Pressure drop; Boundary value problem; Nonlinear system; Domain (mathematical analysis); Chemistry; Thermodynamics; Physics; Mathematics; Mathematical analysis","score_opus":0.012262017139385156,"score_gpt":0.2220097638143494,"score_spread":0.20974774667496424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004230401","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":[0.37895182,0.00045392924,0.61274093,0.0011079764,0.0000416208,0.000096826734,0.00015126164,0.00014705941,0.0063085337],"genre_scores_gemma":[0.93073773,0.00039119387,0.06273603,0.00017773984,0.000051952164,0.00023531531,0.00019944418,0.00011936656,0.0053512305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999582,0.00011854365,0.00001803467,0.00011080487,0.00007255134,0.00009807933],"domain_scores_gemma":[0.9980869,0.0010964535,0.00029156785,0.00008520219,0.00022027509,0.00021959993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014571657,0.0009996912,0.0018407493,0.0008175938,0.00064822217,0.0024704929,0.0008819587,0.0024288867,0.0014631407],"category_scores_gemma":[0.0050918576,0.0007641201,0.0009994212,0.000444787,0.002486617,0.0013941069,0.0020900448,0.00092422264,0.00018519926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019142953,0.000114942806,0.0016846096,0.00014565483,0.000057938265,0.00023775152,0.00019276577,0.90719557,0.007715361,0.07412697,0.00070624525,0.0076307114],"study_design_scores_gemma":[0.000033065007,0.00006269724,0.0002296423,0.000009483976,0.000009502237,0.00003364957,0.000051779494,0.9861566,0.0007122985,0.012329777,0.00035934243,0.000012095662],"about_ca_topic_score_codex":0.003526936,"about_ca_topic_score_gemma":0.001346751,"teacher_disagreement_score":0.003526936,"about_ca_system_score_codex":0.0016990572,"about_ca_system_score_gemma":0.001561385,"threshold_uncertainty_score":0.012327611},"labels":[],"label_agreement":null},{"id":"W2008058234","doi":"10.1090/s0033-569x-2011-01258-9","title":"Multiple scales analysis of water hammer attenuation","year":2011,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Water Systems and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water hammer; Attenuation; Hammer; Generalization; Mechanics; Acoustics; Mathematical analysis; Mathematics; Geotechnical engineering; Physics; Geology; Structural engineering; Optics; Engineering","score_opus":0.015926227785396433,"score_gpt":0.18602228831422093,"score_spread":0.1700960605288245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008058234","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":[0.055943325,0.0003186781,0.9378364,0.00014506608,0.000081874765,0.000022255814,0.000022856764,0.0001737698,0.0054558353],"genre_scores_gemma":[0.93910897,0.00051655865,0.052962787,0.00004428486,0.0000926272,0.0000401688,0.00002771958,0.000110653,0.007096253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999814,0.000036990183,0.0000059672884,0.00002635529,0.000092920796,0.0000238209],"domain_scores_gemma":[0.99954236,0.00018112942,0.00008291372,0.000050649887,0.000108825705,0.0000341815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035704774,0.0004831996,0.00034926308,0.0005567131,0.00021636348,0.00046491693,0.00037254303,0.0003318147,0.0016265498],"category_scores_gemma":[0.0016956192,0.0001966394,0.000444009,0.00029568383,0.0007082637,0.00084849744,0.0005740607,0.00096083473,0.00024639253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012258929,0.000057576246,0.0018157195,0.00017429999,0.0000588659,0.0005030719,0.0002496962,0.544591,0.07476749,0.30582747,0.002109353,0.06972281],"study_design_scores_gemma":[0.0000030643596,0.000024185094,0.00036481384,0.000004109997,0.0000049976916,0.000026851487,0.000011545046,0.98838276,0.0020949407,0.008294027,0.0007812258,0.0000075266325],"about_ca_topic_score_codex":0.0012643954,"about_ca_topic_score_gemma":0.00092274044,"teacher_disagreement_score":0.0016265498,"about_ca_system_score_codex":0.00049144984,"about_ca_system_score_gemma":0.00033554123,"threshold_uncertainty_score":0.0054413676},"labels":[],"label_agreement":null},{"id":"W2019730581","doi":"10.1090/s0033-569x-2012-01316-9","title":"On global minimizers for a variational problem with long-range interactions","year":2012,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Range (aeronautics); Perturbation (astronomy); Statistical physics; Perturbation theory (quantum mechanics); Energy (signal processing); Applied mathematics; Mathematics; Physics; Classical mechanics; Mathematical analysis; Quantum mechanics; Materials science","score_opus":0.018957159218344854,"score_gpt":0.26239435285964,"score_spread":0.24343719364129518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019730581","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":[0.16343924,0.0012417475,0.80876076,0.0024194298,0.000107696156,0.000119235265,0.00015048806,0.00013909087,0.023622302],"genre_scores_gemma":[0.8374494,0.0013495118,0.13976054,0.00044438496,0.00026071008,0.0005558172,0.00033176673,0.00042458018,0.019423367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994486,0.00031736,0.000021166547,0.00007038116,0.000095927186,0.000046575216],"domain_scores_gemma":[0.99726033,0.0019994034,0.00022795988,0.0000940644,0.00020396052,0.0002141781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032379401,0.0013294023,0.0007853515,0.0011695436,0.00079629844,0.0013590462,0.0010854821,0.001718932,0.002361763],"category_scores_gemma":[0.0070026447,0.000496438,0.00092015584,0.00042126235,0.0029923352,0.0018603667,0.0025935783,0.0017726024,0.0002436539],"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":[0.00006346442,0.000059366484,0.0008022214,0.00022324969,0.00008366007,0.0002472205,0.00023013882,0.16368136,0.005360132,0.8221332,0.0014562182,0.00565973],"study_design_scores_gemma":[0.00001712706,0.00006247629,0.00039813443,0.00003425835,0.000015464217,0.00007124559,0.000091108595,0.6978601,0.00068690104,0.29991582,0.00082792935,0.0000193676],"about_ca_topic_score_codex":0.0013987855,"about_ca_topic_score_gemma":0.0016810066,"teacher_disagreement_score":0.0032379401,"about_ca_system_score_codex":0.0010590012,"about_ca_system_score_gemma":0.0009033956,"threshold_uncertainty_score":0.017124057},"labels":[],"label_agreement":null},{"id":"W2021061514","doi":"10.1090/s0033-569x-09-01075-7","title":"A derivation of the Aw–Rascle traffic models from Fokker–Planck type kinetic models","year":2009,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Deutscher Akademischer Austauschdienst; Technische Universität Kaiserslautern","keywords":"Fokker–Planck equation; Kinetic energy; Traffic flow (computer networking); Microscopic traffic flow model; Type (biology); Statistical physics; Physics; Applied mathematics; Mathematics; Thermodynamics; Mathematical physics; Classical mechanics; Partial differential equation; Mathematical analysis; Computer science; Traffic generation model; Geology; Statistics","score_opus":0.025939488547158957,"score_gpt":0.23951846849905795,"score_spread":0.21357897995189898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021061514","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07019381,0.0011078363,0.8364729,0.0018875903,0.0005486876,0.00010986956,0.0006710497,0.00034616815,0.088662036],"genre_scores_gemma":[0.8251246,0.0022764055,0.12029022,0.0005993224,0.00032105905,0.00025087368,0.0006255693,0.00019236804,0.05031964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998777,0.00001801877,0.000008870144,0.000020689244,0.000055644876,0.000019047868],"domain_scores_gemma":[0.9998135,0.000033679094,0.000022022821,0.000027223436,0.00007432108,0.00002919863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003050626,0.0005605016,0.0005468519,0.0005977662,0.00048646404,0.0008654247,0.0013018332,0.0012745849,0.0031395375],"category_scores_gemma":[0.0011785721,0.00030559298,0.0009569187,0.00052671274,0.0006383552,0.0016408743,0.0011169113,0.0015479737,0.0008637013],"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":[0.000007836646,0.000020663969,0.00015373148,0.000042521107,0.000008445141,0.00018581636,0.00009353962,0.1180608,0.0035879365,0.87118465,0.0020051291,0.0046489434],"study_design_scores_gemma":[0.000006990095,0.000014232675,0.00018325896,0.000015792102,0.000007964127,0.0001390972,0.00002348425,0.7387877,0.0007780862,0.25220242,0.007816679,0.000024315415],"about_ca_topic_score_codex":0.0056954045,"about_ca_topic_score_gemma":0.0027901996,"teacher_disagreement_score":0.0056954045,"about_ca_system_score_codex":0.00075221946,"about_ca_system_score_gemma":0.0008218732,"threshold_uncertainty_score":0.011324525},"labels":[],"label_agreement":null},{"id":"W2027617713","doi":"10.1090/s0033-569x-2014-01332-1","title":"Harmonic circular inclusions for non-uniform fields through the use of multi-coating","year":2014,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Composite Material Mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Shanghai Municipal Education Commission","keywords":"Coating; Harmonic; Rendering (computer graphics); Inclusion (mineral); Materials science; Mathematics; Mathematical analysis; Geometry; Composite material; Acoustics; Physics; Computer science; Thermodynamics","score_opus":0.03076651156601937,"score_gpt":0.23790269297833533,"score_spread":0.20713618141231596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027617713","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":[0.13515805,0.00038090203,0.84477377,0.0001695724,0.00013005796,0.000057185644,0.000020565052,0.00053501996,0.018774854],"genre_scores_gemma":[0.660216,0.00038826582,0.3295132,0.00012895653,0.000052090476,0.00005979794,0.0000288774,0.00017716175,0.0094356695],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99983835,0.000025443756,0.000006984719,0.000029331648,0.00007494143,0.000024870997],"domain_scores_gemma":[0.99970335,0.00008284551,0.00004673037,0.00008119131,0.00005117694,0.000034747834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020391188,0.0003741316,0.00025230192,0.00029707374,0.00030704297,0.0006887712,0.00038892997,0.0004906939,0.0011939723],"category_scores_gemma":[0.0004229711,0.00022811657,0.000248227,0.00014716953,0.00081179745,0.0005983984,0.0007960333,0.0004774541,0.0004405227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108797954,0.00005261793,0.00028723362,0.0001582355,0.000016873624,0.00037191674,0.00037480978,0.021180086,0.7753301,0.1375343,0.00079626957,0.06378879],"study_design_scores_gemma":[0.000051795083,0.00026208887,0.0005201501,0.000039428203,0.00004086986,0.0010002962,0.00012927492,0.35171402,0.59613854,0.019014735,0.031010335,0.00007849069],"about_ca_topic_score_codex":0.00025358977,"about_ca_topic_score_gemma":0.0004967345,"teacher_disagreement_score":0.0011939723,"about_ca_system_score_codex":0.00031304947,"about_ca_system_score_gemma":0.00022573637,"threshold_uncertainty_score":0.0039942265},"labels":[],"label_agreement":null},{"id":"W2028352480","doi":"10.1090/s0033-569x-07-01029-0","title":"The study of dynamic behavior of functionally graded piezoelectric materials and an application to a contact problem","year":2007,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Numerical methods in engineering","field":"Engineering","cited_by":10,"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 Calgary","funders":"","keywords":"Algorithm; Modulus; Piezoelectricity; Materials science; Mathematics; Composite material","score_opus":0.00893459900699953,"score_gpt":0.2657186583582178,"score_spread":0.25678405935121823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028352480","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":[0.31208906,0.0014813466,0.6284425,0.0020651552,0.0002250735,0.00010767168,0.00013406233,0.00016522266,0.055289924],"genre_scores_gemma":[0.97472614,0.00048005974,0.014066237,0.00012056731,0.000054074957,0.000060069793,0.00004766027,0.00004008057,0.01040519],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998523,0.000035377197,0.000004459458,0.000039536375,0.000040677995,0.000027652108],"domain_scores_gemma":[0.9996511,0.0002083642,0.000045949982,0.00002782137,0.00003571051,0.000031025083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002886103,0.00045905134,0.00044546337,0.00042685293,0.00047275933,0.0008452539,0.0005877068,0.0012906914,0.0034834046],"category_scores_gemma":[0.0015825182,0.00018208896,0.00037241448,0.0002868311,0.0012238311,0.001109752,0.0007909698,0.00068158214,0.00025215332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016234175,0.00016925039,0.0015615538,0.00039090592,0.000052324925,0.0018069653,0.00051766844,0.53573555,0.09145222,0.34024525,0.002604182,0.02530177],"study_design_scores_gemma":[0.00001043329,0.000038736587,0.00032147203,0.000010298589,0.000005892971,0.00013517238,0.000082317514,0.97402734,0.0032931482,0.020917544,0.0011452162,0.0000123772725],"about_ca_topic_score_codex":0.0016143856,"about_ca_topic_score_gemma":0.00073701615,"teacher_disagreement_score":0.0034834046,"about_ca_system_score_codex":0.00040717216,"about_ca_system_score_gemma":0.00029375067,"threshold_uncertainty_score":0.011653185},"labels":[],"label_agreement":null},{"id":"W2036360103","doi":"10.1090/s0033-569x-09-01177-9","title":"Asymptotics of surface waves over random bathymetry","year":2009,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Bathymetry; Wavelength; Scaling; Surface wave; Seabed; Surface (topology); Wind wave; Wave propagation; Geology; Statistical physics; Physics; Geometry; Optics; Mathematics; Oceanography","score_opus":0.007062660276328156,"score_gpt":0.20099650539455788,"score_spread":0.19393384511822973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036360103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54107785,0.0032796655,0.40361005,0.0029415756,0.00023960634,0.00004772363,0.00028922473,0.00069956953,0.0478147],"genre_scores_gemma":[0.98069865,0.0013962077,0.00857179,0.00015494463,0.00025012222,0.000061474806,0.00023520348,0.00013630382,0.008495425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99951947,0.00015751526,0.000023262703,0.00004989612,0.00017167167,0.00007813993],"domain_scores_gemma":[0.9947296,0.0027506095,0.0007641966,0.00028618646,0.0010823734,0.00038704355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012938867,0.00055020687,0.00046569735,0.0015854079,0.0005263364,0.001253787,0.00088944536,0.0006413039,0.0027236675],"category_scores_gemma":[0.015306269,0.00030118035,0.0004431506,0.00066525646,0.0021214453,0.0026565276,0.0014774301,0.0012566868,0.00041180293],"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":[0.00006279172,0.000045493085,0.0032794985,0.00013368906,0.0000381944,0.0004967364,0.00024806676,0.07931567,0.0048074503,0.8972071,0.0027348304,0.0116305575],"study_design_scores_gemma":[0.000021989501,0.00004716627,0.0025955916,0.000046828103,0.000015226307,0.00020419335,0.00013890253,0.6090356,0.000628413,0.38565093,0.0015832841,0.000031862142],"about_ca_topic_score_codex":0.003500768,"about_ca_topic_score_gemma":0.0014460518,"teacher_disagreement_score":0.003500768,"about_ca_system_score_codex":0.0010531859,"about_ca_system_score_gemma":0.00069621444,"threshold_uncertainty_score":0.009111583},"labels":[],"label_agreement":null},{"id":"W2040161392","doi":"10.1090/s0033-569x-05-00965-9","title":"Contact problem for a wedge-shaped elastic solid in antiplane shear stress distribution","year":2005,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Contact Mechanics and Variational Inequalities","field":"Computer Science","cited_by":2,"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 Calgary","funders":"","keywords":"Antiplane shear; Wedge (geometry); Shear stress; Shear (geology); Boundary value problem; Mechanics; Materials science; Mathematical analysis; Geometry; Mathematics; Physics; Stress intensity factor; Composite material; Fracture mechanics","score_opus":0.01805063308147727,"score_gpt":0.25770290570834453,"score_spread":0.23965227262686725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040161392","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":[0.37686157,0.0007474246,0.5994354,0.0014240383,0.000111405505,0.00012301278,0.00037738765,0.00014640919,0.02077342],"genre_scores_gemma":[0.95653266,0.0002351227,0.03206689,0.000084815874,0.00004930475,0.000102917526,0.00022853338,0.00007758716,0.01062212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996617,0.00008728679,0.00001711717,0.00007598303,0.000105344705,0.000052557072],"domain_scores_gemma":[0.99924135,0.00049748365,0.0000754251,0.000036157413,0.00007663099,0.00007306478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073104515,0.00060780125,0.0010135648,0.00097515626,0.0008044702,0.0018016385,0.00081100763,0.0019432656,0.003967603],"category_scores_gemma":[0.001886505,0.00040368544,0.0005814354,0.00045034327,0.0017533329,0.0014705642,0.0013778842,0.00084816123,0.0002841967],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064451474,0.0002251583,0.0043703313,0.000527966,0.00009834741,0.003491958,0.00064796046,0.733536,0.037799805,0.18976551,0.0026006661,0.026291858],"study_design_scores_gemma":[0.00003624452,0.00003752075,0.00047911576,0.000016095268,0.000012177208,0.0002558123,0.00010246012,0.98141634,0.0026991572,0.01418063,0.0007496157,0.000014791049],"about_ca_topic_score_codex":0.0030272305,"about_ca_topic_score_gemma":0.0019847427,"teacher_disagreement_score":0.003967603,"about_ca_system_score_codex":0.00082659314,"about_ca_system_score_gemma":0.0008769797,"threshold_uncertainty_score":0.013273001},"labels":[],"label_agreement":null},{"id":"W2060227159","doi":"10.1090/s0033-569x-06-01037-2","title":"Parametrization of the two and three-dimensional motion of a viscous incompressible liquid","year":2006,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"University of Toronto","funders":"","keywords":"Parametrization (atmospheric modeling); Compressibility; Motion (physics); Viscous liquid; Parametric statistics; Classical mechanics; Space (punctuation); Physics; Equations of motion; Mathematical analysis; Parametric equation; Mechanics; Mathematics; Geometry; Computer science","score_opus":0.009023089601276608,"score_gpt":0.23007529315092998,"score_spread":0.22105220354965338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060227159","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":[0.004186763,0.00027139758,0.98998064,0.00005884444,0.000044893986,0.00003584863,0.000059672122,0.0001663864,0.005195526],"genre_scores_gemma":[0.17183673,0.0010847406,0.81750035,0.000066871355,0.000047497644,0.0003813736,0.00035505323,0.00024082861,0.008486538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997521,0.000087475106,0.000023740846,0.000044232926,0.00007050937,0.000021904092],"domain_scores_gemma":[0.999736,0.000066069675,0.000049659626,0.00009230891,0.000037304744,0.000018622733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004196567,0.0008900774,0.00055076747,0.00063892984,0.00046673548,0.0011599759,0.0011404065,0.00063982746,0.0029770334],"category_scores_gemma":[0.0012669198,0.00034618579,0.0005416826,0.00067840767,0.00089947815,0.0012001845,0.0010683882,0.0011238192,0.0010212556],"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":[0.000078126046,0.000046017372,0.0007527872,0.00019783722,0.000028245635,0.000234819,0.0003164802,0.16715923,0.029384097,0.6945708,0.002357882,0.10487367],"study_design_scores_gemma":[0.00003967879,0.0000961745,0.00052996055,0.00011420034,0.000037763213,0.00041356307,0.00015627196,0.72142,0.016708702,0.18057057,0.079815626,0.000097524535],"about_ca_topic_score_codex":0.0010477997,"about_ca_topic_score_gemma":0.0010848364,"teacher_disagreement_score":0.0029770334,"about_ca_system_score_codex":0.0004967253,"about_ca_system_score_gemma":0.00082347484,"threshold_uncertainty_score":0.009959221},"labels":[],"label_agreement":null},{"id":"W2078689747","doi":"10.1090/s0033-569x-08-01099-x","title":"Stability of fronts for a regularization of the Burgers equation","year":2008,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Burgers' equation; Regularization (linguistics); Mathematics; Mathematical analysis; Shock wave; Monotonic function; Stability (learning theory); Classical mechanics; Applied mathematics; Partial differential equation; Physics; Mechanics; Computer science","score_opus":0.024675118925347673,"score_gpt":0.23512960024641955,"score_spread":0.21045448132107186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078689747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60742664,0.0008766521,0.37363818,0.0016238346,0.00015220408,0.00011985882,0.00014059097,0.00021612993,0.01580593],"genre_scores_gemma":[0.94678044,0.000463314,0.04358774,0.00021172549,0.000121338606,0.0000929212,0.00016388814,0.00007244582,0.008506161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99979335,0.00006186857,0.000013397971,0.00003798723,0.000058116377,0.00003534581],"domain_scores_gemma":[0.99943334,0.00020070044,0.0001106144,0.00005001068,0.00014381902,0.00006155115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010330756,0.00062495284,0.00046873404,0.0010234544,0.00069178175,0.0013981116,0.0006185362,0.0012834822,0.0016638594],"category_scores_gemma":[0.002868945,0.00020291285,0.00086012535,0.00023492741,0.0016073441,0.0014231618,0.0011865529,0.001107588,0.00021428274],"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":[0.00026734543,0.00009382694,0.0023491492,0.000116688476,0.00008541101,0.00058125204,0.00065651763,0.115298316,0.07112729,0.79748464,0.0014250702,0.01051441],"study_design_scores_gemma":[0.000030428424,0.000052315518,0.0005127066,0.000016794784,0.00001485984,0.00009029214,0.0000763127,0.9042883,0.0024967017,0.091677554,0.00070522376,0.000038381295],"about_ca_topic_score_codex":0.0031881854,"about_ca_topic_score_gemma":0.0009989438,"teacher_disagreement_score":0.0031881854,"about_ca_system_score_codex":0.0008946288,"about_ca_system_score_gemma":0.0006285575,"threshold_uncertainty_score":0.006491065},"labels":[],"label_agreement":null},{"id":"W2087785001","doi":"10.1090/s0033-569x-06-00990-6","title":"Multiple bent cracks in an infinite orthotropic plate under an anti-plane shear stress","year":2006,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Elasticity and Wave Propagation","field":"Engineering","cited_by":1,"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 Calgary","funders":"","keywords":"Orthotropic material; Bent molecular geometry; Stress intensity factor; Shear (geology); Shear stress; Materials science; Plane (geometry); Geometry; Mathematics; Mathematical analysis; Structural engineering; Composite material; Fracture mechanics; Finite element method; Engineering","score_opus":0.00999693138325107,"score_gpt":0.20841955689787453,"score_spread":0.19842262551462347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087785001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417557,0.00035991962,0.05448705,0.00023711975,0.000027452372,0.00001605347,0.00004787231,0.000058898382,0.0030098336],"genre_scores_gemma":[0.98976606,0.00023848636,0.007449186,0.000015311141,0.000021848045,0.000012136924,0.00003233619,0.000018542285,0.0024461597],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998838,0.00002932403,0.000006648675,0.000025011612,0.000036909743,0.000018275148],"domain_scores_gemma":[0.999539,0.00021608926,0.00012291536,0.00002119646,0.000045235112,0.000055535973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033802888,0.0005863785,0.00042469162,0.00062725594,0.000347987,0.00078552554,0.00042577396,0.0009739946,0.00097411626],"category_scores_gemma":[0.0010293945,0.00039355346,0.00030484048,0.00025233632,0.0013100111,0.0008726735,0.00070839433,0.00056693703,0.000075389195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086459174,0.00017479419,0.0057476913,0.0005006274,0.00012318544,0.0051765395,0.0007379541,0.6941108,0.13698287,0.13332537,0.00063225813,0.021623334],"study_design_scores_gemma":[0.000082726736,0.00016007338,0.0035088102,0.00003453296,0.00003508701,0.00080021395,0.00024631992,0.95956385,0.007374525,0.027738383,0.000420561,0.000034935725],"about_ca_topic_score_codex":0.00123852,"about_ca_topic_score_gemma":0.0013504049,"teacher_disagreement_score":0.00123852,"about_ca_system_score_codex":0.00028721147,"about_ca_system_score_gemma":0.0002985613,"threshold_uncertainty_score":0.0032587647},"labels":[],"label_agreement":null},{"id":"W2122321062","doi":"10.1090/qam/1788425","title":"Shape recognition via Wasserstein distance","year":2000,"lang":"lv","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":95,"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":"National Science Foundation","keywords":"Absolute continuity; Mathematics; Omega; Lebesgue measure; Domain (mathematical analysis); Combinatorics; Regular polygon; Image (mathematics); Lebesgue integration; Concave function; Convex function; Unit (ring theory); Convex conjugate; Mathematical analysis; Convex body; Geometry; Convex optimization; Physics; Computer science","score_opus":0.01795774777811982,"score_gpt":0.2524282196693236,"score_spread":0.2344704718912038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122321062","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":[0.0051028198,0.00032724682,0.98774546,0.00019182576,0.000045850564,0.00003933973,0.00031170205,0.0035284667,0.0027073063],"genre_scores_gemma":[0.23134431,0.0010425092,0.74761975,0.00055323064,0.00013213,0.00020720859,0.004171106,0.002189793,0.012740011],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973816,0.00042413923,0.00017527174,0.00091869675,0.0009275642,0.00017273716],"domain_scores_gemma":[0.9976986,0.0006097712,0.00022104276,0.0007287128,0.00058286794,0.00015893897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015519771,0.001390632,0.0022158993,0.003969469,0.0008256107,0.0041939034,0.0031372015,0.0026439251,0.009036786],"category_scores_gemma":[0.00795319,0.0012867943,0.0027864515,0.0035634418,0.0016725918,0.004859785,0.0041835173,0.002450375,0.007941077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027500495,0.000068982845,0.0013680146,0.00021176781,0.00012630457,0.00016874747,0.00015392866,0.15232378,0.012417884,0.047556024,0.012381722,0.77294797],"study_design_scores_gemma":[0.000013314961,0.000037328096,0.00042141508,0.000036616962,0.000018312645,0.00017066895,0.000041756477,0.9371245,0.0069799945,0.049113713,0.0059975903,0.00004486451],"about_ca_topic_score_codex":0.010390379,"about_ca_topic_score_gemma":0.010219964,"teacher_disagreement_score":0.010390379,"about_ca_system_score_codex":0.0017604069,"about_ca_system_score_gemma":0.0016704306,"threshold_uncertainty_score":0.030231059},"labels":[],"label_agreement":null},{"id":"W2138090920","doi":"10.1090/s0033-569x-2014-01342-6","title":"Translational addition theorems for spherical Laplacian functions and their application to boundary-value problems","year":2014,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":4,"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 Manitoba","funders":"","keywords":"Laplace operator; Eigenfunction; SPHERES; Spherical coordinate system; Scalar (mathematics); Zonal spherical harmonics; Spherical harmonics; Boundary value problem; Mathematics; Computation; Mathematical analysis; Spin-weighted spherical harmonics; Perfect conductor; Physics; Vector spherical harmonics; Geometry; Eigenvalues and eigenvectors; Harmonics; Scattering; Algorithm","score_opus":0.00688853260549821,"score_gpt":0.21583613358657475,"score_spread":0.20894760098107654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138090920","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":[0.007032466,0.0006724575,0.9697991,0.0007153928,0.0003255967,0.00006837268,0.00006137222,0.00011373749,0.021211496],"genre_scores_gemma":[0.3749154,0.004896871,0.5760968,0.0010081354,0.001396707,0.0007185698,0.00034718018,0.0008400607,0.039780337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990871,0.00036404893,0.00006306777,0.000078239194,0.00033125514,0.00007632015],"domain_scores_gemma":[0.9968641,0.0018473202,0.0003081314,0.00018785355,0.00060464436,0.00018800715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003931585,0.001967576,0.0007521875,0.0028753087,0.0012618029,0.0029066796,0.0016213607,0.0014003469,0.00671407],"category_scores_gemma":[0.01021858,0.0004773574,0.001579009,0.0014617146,0.0035020804,0.0041047665,0.0031855102,0.0031256997,0.0018565323],"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":[0.000009940647,0.000012264529,0.000077407836,0.00006308601,0.000007518256,0.00011910457,0.00013271044,0.015953228,0.0011781013,0.9725281,0.0011973768,0.008721164],"study_design_scores_gemma":[0.000010834482,0.0000307687,0.000092803355,0.000057010275,0.000009462187,0.00019938833,0.0001056606,0.24675062,0.0015244038,0.74431205,0.0068777166,0.000029226669],"about_ca_topic_score_codex":0.001369465,"about_ca_topic_score_gemma":0.0008221497,"teacher_disagreement_score":0.00671407,"about_ca_system_score_codex":0.0012167009,"about_ca_system_score_gemma":0.0011373926,"threshold_uncertainty_score":0.022460818},"labels":[],"label_agreement":null},{"id":"W2242123748","doi":"10.1090/qam/1878256","title":"A note on the persistence of leading $N$-waves of tsunami","year":2002,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","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":"University of Alberta","funders":"","keywords":"Korteweg–de Vries equation; Class (philosophy); Persistence (discontinuity); Property (philosophy); Love wave; Physics; Elevation (ballistics); Geology; Mechanical wave; Seismology; Mathematics; Wave propagation; Meteorology; Mathematical analysis; Longitudinal wave; Geometry; Computer science; Geotechnical engineering; Optics; Philosophy; Nonlinear system; Quantum mechanics; Epistemology","score_opus":0.027880647163656815,"score_gpt":0.24206062763526848,"score_spread":0.21417998047161166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242123748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8542193,0.007534042,0.050088212,0.014028392,0.0012632243,0.000031222433,0.00016982263,0.00018110604,0.07248465],"genre_scores_gemma":[0.9882599,0.0018320323,0.0039415704,0.00042197102,0.0004371678,0.00001083128,0.000047197682,0.00001765461,0.005031696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991703,0.000012118434,0.0000070352226,0.000022678854,0.00001831374,0.000022761538],"domain_scores_gemma":[0.99930227,0.00026591113,0.00016057742,0.00010340493,0.00007098626,0.000096785865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041776974,0.00019986133,0.00032846836,0.00036489847,0.0016066051,0.0015847175,0.00060082093,0.0007971894,0.001690248],"category_scores_gemma":[0.001603654,0.000121089,0.00038049105,0.00044036395,0.0022410152,0.0019256484,0.00074504816,0.0009124681,0.00012633103],"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":[0.00022968004,0.0000469029,0.009707369,0.00029967126,0.00003051442,0.001988849,0.0012791322,0.0077957017,0.019371608,0.91969913,0.00696639,0.03258506],"study_design_scores_gemma":[0.000043582673,0.0002277301,0.0071780346,0.000087604574,0.000040638555,0.0020028003,0.0008254062,0.033022564,0.0053411573,0.9160033,0.035141595,0.000085530824],"about_ca_topic_score_codex":0.001597056,"about_ca_topic_score_gemma":0.0016536792,"teacher_disagreement_score":0.001690248,"about_ca_system_score_codex":0.00037997146,"about_ca_system_score_gemma":0.00039530903,"threshold_uncertainty_score":0.0056543946},"labels":[],"label_agreement":null},{"id":"W2266180272","doi":"10.1090/qam/1770655","title":"Exponential asymptotics with a small exponent","year":2000,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics; Exact solutions in general relativity; Exponent; Exponential function; Exponential growth; Method of matched asymptotic expansions; Asymptotic expansion; Mathematical analysis; Simple (philosophy); Asymptotic analysis; Differential equation; Applied mathematics","score_opus":0.013238182506728431,"score_gpt":0.19142008433457555,"score_spread":0.17818190182784713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266180272","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12867303,0.0022180136,0.73427,0.002535191,0.0005959083,0.00013312492,0.000099914505,0.0009346912,0.13054015],"genre_scores_gemma":[0.85013604,0.0016679915,0.09620249,0.0004880507,0.00045450628,0.0002273793,0.00013522107,0.0004979415,0.05019038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99936026,0.00022547036,0.000030251033,0.00007132725,0.00021540195,0.00009731452],"domain_scores_gemma":[0.99700636,0.0017537455,0.00032174424,0.0003085285,0.0004473119,0.00016233258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014544007,0.0009067839,0.0005359164,0.0011928531,0.0006087965,0.0013863437,0.0008480569,0.0009824295,0.005307115],"category_scores_gemma":[0.01665387,0.00037527562,0.0008801751,0.0005002238,0.002443897,0.002501999,0.0021540667,0.0020470365,0.0008598312],"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":[0.00006210742,0.00004742825,0.00081417355,0.00012213075,0.00002292365,0.0002673905,0.00032548793,0.050054174,0.0031940513,0.93254584,0.0020298036,0.010514513],"study_design_scores_gemma":[0.000021852082,0.00003940298,0.00047666952,0.00006732777,0.000014909758,0.00019289592,0.00010705336,0.6894414,0.001706827,0.30221647,0.00568564,0.000029526222],"about_ca_topic_score_codex":0.0021345213,"about_ca_topic_score_gemma":0.0011882625,"teacher_disagreement_score":0.005307115,"about_ca_system_score_codex":0.001056077,"about_ca_system_score_gemma":0.0007786938,"threshold_uncertainty_score":0.017754018},"labels":[],"label_agreement":null},{"id":"W2277141470","doi":"10.1090/qam/1811102","title":"Exact solutions of compressible plane potential flows—a new method","year":2001,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","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":"University of Windsor","funders":"","keywords":"Compressibility; Plane (geometry); Compressible flow; Mathematics; Applied mathematics; Mechanics; Physics; Mathematical analysis; Classical mechanics; Calculus (dental); Geometry; Medicine","score_opus":0.010239224134338056,"score_gpt":0.2342017154066043,"score_spread":0.22396249127226625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277141470","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004428966,0.003023128,0.97246176,0.0004632705,0.0008242009,0.0000423299,0.000064339685,0.00015518564,0.018536795],"genre_scores_gemma":[0.13936514,0.011586599,0.787104,0.0006839511,0.0029279883,0.0003352833,0.00024532515,0.00044931713,0.05730236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99969125,0.00009333816,0.000019263107,0.00004463567,0.0001316441,0.00001975983],"domain_scores_gemma":[0.9996686,0.00011456162,0.000026077858,0.000055575387,0.000097298325,0.000037932965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065586134,0.0007874303,0.00070494256,0.0013664985,0.00047050073,0.0010170232,0.0014222527,0.001044901,0.0049750274],"category_scores_gemma":[0.0017752986,0.00042843525,0.0007805515,0.0011295606,0.001525965,0.0022738932,0.0021297287,0.0026838686,0.0015197146],"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":[0.00003678235,0.000040453946,0.000143373,0.00027163912,0.000029345394,0.0000804552,0.00015676353,0.021661393,0.0050831726,0.83725476,0.004559693,0.13068223],"study_design_scores_gemma":[0.00003996934,0.000072201954,0.00017351547,0.00010034215,0.000024585022,0.0002496955,0.000051416006,0.2699608,0.002299545,0.6524447,0.07453928,0.00004403409],"about_ca_topic_score_codex":0.00058964954,"about_ca_topic_score_gemma":0.00041946812,"teacher_disagreement_score":0.0049750274,"about_ca_system_score_codex":0.0003690024,"about_ca_system_score_gemma":0.0004103841,"threshold_uncertainty_score":0.016643107},"labels":[],"label_agreement":null},{"id":"W2318107464","doi":"10.1090/qam/1828455","title":"Uniform stabilization of the higher-dimensional system of thermoelasticity with a nonlinear boundary feedback","year":2001,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Stability and Controllability of Differential Equations","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of California, San Diego; Killam Trusts; Universidad Complutense de Madrid","keywords":"Thermoelastic damping; Nonlinear system; Boundary (topology); Boundary value problem; Mathematical analysis; Lyapunov function; Mathematics; Control theory (sociology); Rest (music); Multiplier (economics); Physics; Classical mechanics; Computer science; Thermal; Thermodynamics; Control (management)","score_opus":0.007906548026969966,"score_gpt":0.18378747062159148,"score_spread":0.1758809225946215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318107464","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":[0.23542099,0.00032204925,0.75419545,0.00037763856,0.00013775354,0.000040676783,0.000038650644,0.0001377467,0.009329056],"genre_scores_gemma":[0.97403175,0.00018559542,0.019834027,0.00006233409,0.000038907066,0.00007484166,0.000029700646,0.000025563666,0.005717273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99984,0.000044059732,0.000008096807,0.000041588082,0.000041954056,0.000024237188],"domain_scores_gemma":[0.9995814,0.0001254959,0.00012380717,0.00004187278,0.00008054396,0.000046928577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006137728,0.00074154476,0.00063547585,0.00043613857,0.00048483544,0.00077778543,0.0007270548,0.0006630544,0.002014137],"category_scores_gemma":[0.0013801457,0.00024599326,0.0005568115,0.00018396587,0.0013888043,0.0009834456,0.002166028,0.0007258792,0.00018520596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016771111,0.00006238689,0.0010587455,0.00023292689,0.00007673207,0.00037241957,0.0004637613,0.6550986,0.08488505,0.24339458,0.0005999366,0.013587102],"study_design_scores_gemma":[0.000011063503,0.000060089562,0.00021102205,0.000007147298,0.0000076452225,0.000023466757,0.00002244839,0.9860109,0.0024582518,0.010801381,0.00037560135,0.000010949877],"about_ca_topic_score_codex":0.0017407583,"about_ca_topic_score_gemma":0.0011743311,"teacher_disagreement_score":0.002014137,"about_ca_system_score_codex":0.00062762364,"about_ca_system_score_gemma":0.0005155071,"threshold_uncertainty_score":0.0067379475},"labels":[],"label_agreement":null},{"id":"W2462649403","doi":"10.1090/qam/2104268","title":"Fluid velocity fields derived from vorticity singularities","year":2004,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"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":"Vorticity; Gravitational singularity; Vector field; Vorticity equation; Compressibility; Flow (mathematics); Classical mechanics; Vortex; Field (mathematics); Physics; Equations of motion; Flow velocity; Mechanics; Mathematical analysis; Mathematics; Pure mathematics","score_opus":0.007247413189816977,"score_gpt":0.18725724175313813,"score_spread":0.18000982856332115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462649403","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":[0.35534713,0.0017945463,0.62383723,0.00049658265,0.0002488776,0.0000740226,0.00010321043,0.0003424785,0.017755874],"genre_scores_gemma":[0.9537299,0.0005733052,0.042629536,0.000065299064,0.00007507315,0.00003873962,0.00010599518,0.00007157911,0.0027105827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99971455,0.00008285569,0.000017961915,0.000038732407,0.000106666346,0.000039208564],"domain_scores_gemma":[0.99907684,0.00029377604,0.00023515422,0.00011318906,0.00019747583,0.00008357571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122651,0.00039843636,0.00042900213,0.0015613084,0.0004003091,0.0012266302,0.0004534435,0.0005752446,0.0007422871],"category_scores_gemma":[0.0041615027,0.00025434862,0.00038535672,0.0003979474,0.0015335345,0.0012802754,0.0009846728,0.0007551044,0.00016263108],"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":[0.00006271914,0.000020834183,0.0008253413,0.00008446249,0.0000112195785,0.00035334745,0.00013219814,0.041372422,0.022595046,0.92304945,0.00035306835,0.011139915],"study_design_scores_gemma":[0.00006672468,0.000099811645,0.0008554714,0.000052716357,0.000018160312,0.0004031292,0.00006470404,0.4405098,0.02055117,0.5331875,0.004148686,0.00004220052],"about_ca_topic_score_codex":0.00021363035,"about_ca_topic_score_gemma":0.00013348619,"teacher_disagreement_score":0.0015613084,"about_ca_system_score_codex":0.00065363647,"about_ca_system_score_gemma":0.00031342576,"threshold_uncertainty_score":0.004742503},"labels":[],"label_agreement":null},{"id":"W2463954562","doi":"10.1090/qam/2104267","title":"Spatially non-homogeneous coagulation equations with source terms","year":2004,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Mathematical Biology Tumor Growth","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":"University of Alberta","funders":"","keywords":"Coagulation; Homogeneity (statistics); Coalescence (physics); Nonlinear system; Smoluchowski coagulation equation; Homogeneous; Mechanics; Particle (ecology); Binary number; Classical mechanics; Physics; Differential equation; Partial differential equation; Statistical physics; Mathematical analysis; Mathematics; Statistics; Quantum mechanics; Geology","score_opus":0.016656822609753857,"score_gpt":0.2500071657456167,"score_spread":0.23335034313586286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463954562","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":[0.10332275,0.01076349,0.7426547,0.009834147,0.0013363403,0.00028739628,0.004263267,0.00086322846,0.12667473],"genre_scores_gemma":[0.66073763,0.007675164,0.064589076,0.0017949896,0.0013459077,0.0007713677,0.0023042208,0.00030930646,0.26047245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999445,0.00009940058,0.000038314734,0.00012974544,0.00021353742,0.00007399303],"domain_scores_gemma":[0.9987477,0.00046515578,0.00027922445,0.00009174983,0.0003138812,0.00010231178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008744893,0.0010276424,0.0015291877,0.0013862626,0.00068549265,0.002105546,0.0017087399,0.002869552,0.005375711],"category_scores_gemma":[0.0030062145,0.00074753666,0.0011190333,0.0015720258,0.0014920109,0.002383206,0.0024553908,0.002131517,0.001517458],"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":[0.00006275667,0.00004898311,0.0011099312,0.00016152523,0.000052955238,0.0006603528,0.00024964366,0.28796524,0.0066757,0.68741846,0.0062661134,0.009328334],"study_design_scores_gemma":[0.00006932285,0.00002697637,0.0009399251,0.000023898487,0.000032412605,0.0002734004,0.00004341089,0.8900757,0.00079988013,0.09818071,0.00948768,0.000046656525],"about_ca_topic_score_codex":0.012408092,"about_ca_topic_score_gemma":0.008235895,"teacher_disagreement_score":0.012408092,"about_ca_system_score_codex":0.0018283502,"about_ca_system_score_gemma":0.0014887126,"threshold_uncertainty_score":0.024671733},"labels":[],"label_agreement":null},{"id":"W2474479551","doi":"10.1090/qam/1811101","title":"Absolute stability, conditional stability and bifurcation in Kolmogorov-type predator-prey systems with discrete delays","year":2001,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Social Sciences and Humanities Research Council; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Mathematics; Stability (learning theory); Control theory (sociology); Stability theory; Bifurcation; Type (biology); Applied mathematics; Discrete time and continuous time; Bifurcation theory; Exponential stability; Computer science; Statistics; Physics; Nonlinear system; Control (management)","score_opus":0.02865316673957123,"score_gpt":0.2696096949166748,"score_spread":0.24095652817710356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474479551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8129411,0.0012206244,0.17459111,0.00042448865,0.000052421477,0.000043572392,0.00010435262,0.00008931543,0.010533047],"genre_scores_gemma":[0.99563676,0.0002601578,0.0033208418,0.000011177744,0.000013262663,0.000025008645,0.00001954027,0.000002892593,0.0007103527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997818,0.00004753332,0.000021895574,0.0000357572,0.00007527577,0.000037718066],"domain_scores_gemma":[0.9987816,0.0006606741,0.00031734884,0.000050689592,0.00011417084,0.00007547859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005197458,0.0003078006,0.00038049396,0.00062944024,0.00047072294,0.00085131003,0.000379522,0.00048531053,0.000607841],"category_scores_gemma":[0.0023209509,0.00017671043,0.0003900476,0.0003934128,0.0011938512,0.00085289695,0.0008342054,0.00040750185,0.00006523157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002621699,0.0000816374,0.012375245,0.00024096487,0.00010988301,0.0009160083,0.00079095626,0.30510232,0.029765032,0.6326996,0.00073456747,0.016921572],"study_design_scores_gemma":[0.00006630752,0.0001357824,0.005149285,0.000034948676,0.000053001368,0.00042275302,0.0002352673,0.66225636,0.004705521,0.32571432,0.0011620637,0.000064399304],"about_ca_topic_score_codex":0.0010653259,"about_ca_topic_score_gemma":0.00062908104,"teacher_disagreement_score":0.0010653259,"about_ca_system_score_codex":0.000893103,"about_ca_system_score_gemma":0.00050769997,"threshold_uncertainty_score":0.006479919},"labels":[],"label_agreement":null},{"id":"W2476314863","doi":"10.1090/qam/1445","title":"Analysis of a dislocation model for earthquakes","year":2016,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Numerical methods in engineering","field":"Engineering","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":"McGill University","funders":"Carnegie Mellon University; National Science Foundation","keywords":"Dislocation; Context (archaeology); Scaling; Shear (geology); Linear elasticity; Shear modulus; Fault (geology); Geology; Mathematical analysis; Seismology; Mathematics; Mechanics; Physics; Geometry; Structural engineering; Engineering; Finite element method","score_opus":0.017192558578571243,"score_gpt":0.2514984946326061,"score_spread":0.23430593605403485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476314863","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":[0.20982733,0.0016390114,0.7466579,0.0018412309,0.0002330189,0.000085375876,0.00048315478,0.00039216355,0.03884085],"genre_scores_gemma":[0.9614563,0.0005853125,0.017402137,0.00011800897,0.00007128879,0.00007957034,0.00028169545,0.00011006068,0.019895567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998323,0.00005149905,0.000012059833,0.000023941107,0.000055455028,0.000024810579],"domain_scores_gemma":[0.99966466,0.00013046962,0.000046592577,0.000031190782,0.00008062722,0.000046418405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043222503,0.0005676159,0.0009771343,0.0008294224,0.00054128905,0.0012989863,0.0010593013,0.0016927053,0.003336149],"category_scores_gemma":[0.0017319501,0.00032164223,0.0007715821,0.0006539047,0.00094545283,0.00084581424,0.0009471749,0.00076602114,0.00040584122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020200048,0.000032300308,0.0006014117,0.00003203657,0.000022572163,0.00015220477,0.00006360985,0.88473034,0.0013674268,0.109107636,0.0008846041,0.0029856614],"study_design_scores_gemma":[0.0000030158633,0.000006723447,0.000058681133,0.0000026758848,0.0000022105216,0.000015354835,0.000008596361,0.9892075,0.000048374346,0.0102117285,0.00043255984,0.0000026496527],"about_ca_topic_score_codex":0.006439545,"about_ca_topic_score_gemma":0.0032038367,"teacher_disagreement_score":0.006439545,"about_ca_system_score_codex":0.0012900518,"about_ca_system_score_gemma":0.0008085434,"threshold_uncertainty_score":0.012804091},"labels":[],"label_agreement":null},{"id":"W2563875196","doi":"10.1090/qam/1939010","title":"Asymptotic behavior of subsonic entropy solutions of the isentropic Euler-Poisson equations","year":2002,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Piecewise; Discontinuity (linguistics); Mathematics; Mathematical analysis","score_opus":0.06409470656931597,"score_gpt":0.27922944312591436,"score_spread":0.21513473655659837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563875196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7491268,0.0016968232,0.21339312,0.001994553,0.00013502798,0.00007303209,0.00018194727,0.00035324483,0.033045493],"genre_scores_gemma":[0.98057866,0.00069552555,0.009297017,0.00012599188,0.00006803588,0.00005641228,0.00015931895,0.00007733053,0.008941706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998331,0.000054917255,0.000009758557,0.000019374773,0.0000430571,0.0000397521],"domain_scores_gemma":[0.99908125,0.00035587474,0.00020425617,0.00004061726,0.00015850911,0.00015948895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365494,0.00083899207,0.0005580854,0.0013627892,0.0007097749,0.0011724858,0.00083683,0.00091697,0.001802377],"category_scores_gemma":[0.004068238,0.0003275109,0.0007379327,0.0003694144,0.001924342,0.0015835117,0.0018789476,0.00097425585,0.00020230857],"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":[0.00020372901,0.000069430156,0.003699278,0.0002529963,0.00007381489,0.00085646746,0.00062186003,0.21063222,0.015567667,0.7592729,0.0017134731,0.0070361523],"study_design_scores_gemma":[0.000013637638,0.00003919859,0.0010035092,0.00002846769,0.000016228276,0.0001142481,0.0001204849,0.896165,0.0013208571,0.10057859,0.00057334616,0.000026303638],"about_ca_topic_score_codex":0.0050023794,"about_ca_topic_score_gemma":0.0022903169,"teacher_disagreement_score":0.0050023794,"about_ca_system_score_codex":0.0011453207,"about_ca_system_score_gemma":0.0007354242,"threshold_uncertainty_score":0.009946525},"labels":[],"label_agreement":null},{"id":"W2970267667","doi":"10.1090/qam/1557","title":"Towards a theory of multi-parameter geometrical variational problems: Fibre bundles, differential forms, and Riemannian quasiconvexity","year":2019,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Elasticity and Material Modeling","field":"Engineering","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":"McGill University","funders":"","keywords":"Mathematics; Euclidean geometry; Differential form; Differential geometry; Pure mathematics; Mathematical analysis; Algebraic number; Differential (mechanical device); Geometry; Physics","score_opus":0.015220844206445384,"score_gpt":0.20740346115455305,"score_spread":0.19218261694810768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970267667","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":[0.044779792,0.0034915602,0.92197126,0.006575958,0.00025659322,0.000046233825,0.00008843952,0.00005494232,0.022735223],"genre_scores_gemma":[0.63122797,0.0067888545,0.335275,0.0011831889,0.0015182778,0.0003356061,0.00021221045,0.00017325202,0.023285616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99932015,0.00031268608,0.000024109946,0.00010825895,0.00016705338,0.000067812136],"domain_scores_gemma":[0.9992299,0.00024061109,0.00013447567,0.00008396465,0.00014708976,0.00016386794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002264491,0.0013125282,0.0011183417,0.0018359772,0.0010362535,0.003029217,0.0019946897,0.0026764341,0.0024259884],"category_scores_gemma":[0.0021068298,0.0006115067,0.0012338168,0.0010346718,0.007243211,0.0049511916,0.0035487418,0.0035098987,0.00043454164],"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":[0.0000022794447,0.000009280177,0.00009410874,0.000033258544,0.0000061233027,0.000034865363,0.00008602818,0.0073981714,0.00039178578,0.9899906,0.0003330263,0.001620501],"study_design_scores_gemma":[0.0000041882113,0.000016478352,0.0001454765,0.00002334106,0.000002861835,0.00003925692,0.000052266612,0.035045777,0.00013314596,0.9615981,0.0029309243,0.000008269976],"about_ca_topic_score_codex":0.0011473934,"about_ca_topic_score_gemma":0.0011106769,"teacher_disagreement_score":0.003029217,"about_ca_system_score_codex":0.0021256427,"about_ca_system_score_gemma":0.0012583865,"threshold_uncertainty_score":0.015422642},"labels":[],"label_agreement":null},{"id":"W2974570919","doi":"10.1090/qam/1553","title":"The derivative nonlinear Schrödinger equation: Global well-posedness and soliton resolution","year":2019,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Gravitational singularity; Integrable system; Sobolev space; Soliton; Nonlinear system; Inverse scattering problem; Nonlinear Schrödinger equation; Mathematics; Space (punctuation); Mathematical physics; Mathematical analysis; Derivative (finance); Inverse problem; Initial value problem; Schrödinger equation; Physics; Quantum mechanics; Computer science","score_opus":0.023737549694495264,"score_gpt":0.2857376172736366,"score_spread":0.26200006757914135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974570919","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":[0.03308888,0.4959269,0.38466504,0.0063557224,0.0023147275,0.00006715689,0.00021656357,0.0002133922,0.07715159],"genre_scores_gemma":[0.29596302,0.55543953,0.08809091,0.0019611479,0.0057239425,0.00014557684,0.00036527266,0.00020374155,0.052106768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99978656,0.000046509063,0.000020317199,0.00005298393,0.00007438523,0.000019315792],"domain_scores_gemma":[0.99976665,0.00010953867,0.000032294884,0.000013130475,0.00005987325,0.00001856985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044789,0.0007927631,0.00054768124,0.0009970469,0.0003463533,0.0009085897,0.0006173957,0.000965462,0.0012706382],"category_scores_gemma":[0.00089421,0.00024395541,0.00058057014,0.0011013781,0.0011150467,0.0018855283,0.0007594849,0.0009243442,0.000527052],"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":[0.00002813426,0.00003809961,0.0006397895,0.0020548336,0.00005710452,0.00055018894,0.00039719677,0.020652138,0.0067999647,0.8418442,0.011327516,0.11561086],"study_design_scores_gemma":[0.00000923623,0.00014274506,0.0011228016,0.00045861967,0.000058116366,0.0013471453,0.00022012474,0.05410647,0.004529791,0.70030236,0.2376342,0.00006841756],"about_ca_topic_score_codex":0.0007988483,"about_ca_topic_score_gemma":0.00065085344,"teacher_disagreement_score":0.0012706382,"about_ca_system_score_codex":0.0007571277,"about_ca_system_score_gemma":0.00053227466,"threshold_uncertainty_score":0.0054934025},"labels":[],"label_agreement":null},{"id":"W3167807163","doi":"10.1090/qam/1596","title":"Localization in optical systems with an intensity-dependent dispersion","year":2021,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Science Foundation","keywords":"Sign (mathematics); Gravitational singularity; Dispersion (optics); Context (archaeology); Nonlinear system; Limit (mathematics); Mathematics; Mathematical analysis; Stability (learning theory); Convergence (economics); Intensity (physics); Constant (computer programming); Physics; Dispersion relation; Quantum mechanics","score_opus":0.022182791393045517,"score_gpt":0.26995218034983626,"score_spread":0.24776938895679074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167807163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86271214,0.00064410164,0.12779194,0.0008841246,0.00004313002,0.00003529902,0.000024782988,0.00009642005,0.0077680335],"genre_scores_gemma":[0.99227273,0.00015834301,0.0062275943,0.000037896465,0.000015427026,0.000021540882,0.000009900715,0.000008761213,0.0012479938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99982387,0.00006046566,0.0000085465435,0.000029113846,0.000033853852,0.000044091805],"domain_scores_gemma":[0.9992884,0.00031022067,0.00019178403,0.00006195225,0.000087064924,0.000060634753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050007674,0.00032611942,0.00048730962,0.0006610425,0.0005794678,0.0007734508,0.00065075513,0.000934134,0.00083479675],"category_scores_gemma":[0.002182088,0.00025123038,0.00025757973,0.00038871705,0.0019812738,0.0011813506,0.0016364875,0.0005568614,0.0001299603],"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":[0.00014730121,0.00010947165,0.0029203733,0.0002246583,0.00006093707,0.0012411954,0.0008212336,0.39645877,0.058668762,0.530287,0.0006793854,0.00838083],"study_design_scores_gemma":[0.000028540582,0.000057539313,0.00043227617,0.000012067557,0.000008976121,0.00012363201,0.00006689882,0.9443826,0.0020995305,0.052468944,0.0002983639,0.00002058966],"about_ca_topic_score_codex":0.0012438069,"about_ca_topic_score_gemma":0.0006390696,"teacher_disagreement_score":0.0012438069,"about_ca_system_score_codex":0.0006641757,"about_ca_system_score_gemma":0.00037516846,"threshold_uncertainty_score":0.004818976},"labels":[],"label_agreement":null},{"id":"W4220824696","doi":"10.1090/qam/1611","title":"Differential equations of quantum mechanics","year":2022,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Classical mechanics; Computer science; Physics; Quantum mechanics","score_opus":0.0322877080652022,"score_gpt":0.2813225825465038,"score_spread":0.24903487448130157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220824696","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":[0.02699758,0.19378746,0.34738097,0.020785594,0.006730802,0.00015711463,0.0013190616,0.00025650059,0.40258497],"genre_scores_gemma":[0.48411036,0.20214295,0.13860382,0.009825336,0.0153803425,0.00049507857,0.0012020576,0.00025291095,0.14798717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99958056,0.00011708322,0.000027689159,0.000065155,0.00016378591,0.00004573393],"domain_scores_gemma":[0.9997832,0.000098744466,0.000023751412,0.000023471923,0.000054067626,0.000016804219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006079971,0.0005314869,0.00062541524,0.0010342686,0.00067536125,0.001191428,0.0007262037,0.001189481,0.005256577],"category_scores_gemma":[0.0011544165,0.00024425678,0.00065499585,0.000985112,0.001607824,0.0025802525,0.0011083083,0.0020748076,0.0015880467],"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":[0.0000010954752,0.0000043808104,0.000036218047,0.00007055425,0.0000030665578,0.000029408331,0.000054905693,0.00043077464,0.00039383705,0.99159473,0.0028352847,0.0045456933],"study_design_scores_gemma":[0.0000033117078,0.000010089168,0.00023974481,0.0000584753,0.000004067197,0.00019433151,0.000035323636,0.0021842646,0.00017274743,0.91594076,0.08114804,0.000008787467],"about_ca_topic_score_codex":0.0011122634,"about_ca_topic_score_gemma":0.0008446605,"teacher_disagreement_score":0.005256577,"about_ca_system_score_codex":0.00093950925,"about_ca_system_score_gemma":0.00070342555,"threshold_uncertainty_score":0.01758498},"labels":[],"label_agreement":null},{"id":"W4382937439","doi":"10.1090/qam/1675","title":"On a quaternary nonlocal isoperimetric problem","year":2023,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Isoperimetric inequality; Limit (mathematics); Range (aeronautics); Domain (mathematical analysis); Energy (signal processing); Coulomb; Component (thermodynamics); Physics; Mathematics; Geometry; Mathematical analysis; Quantum mechanics; Materials science","score_opus":0.013270319806301495,"score_gpt":0.244515073943295,"score_spread":0.2312447541369935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382937439","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5294476,0.002298229,0.39574137,0.0073084175,0.0001809558,0.0000650882,0.00029659222,0.000096580654,0.06456518],"genre_scores_gemma":[0.93550676,0.0008304036,0.046631332,0.00044525857,0.0002590889,0.00008624095,0.000343731,0.00007389196,0.015823295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963725,0.00014468792,0.000014416665,0.00006406255,0.000079433645,0.00006008823],"domain_scores_gemma":[0.99889934,0.0006203873,0.00016754404,0.000044365886,0.00010596155,0.00016235984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010608515,0.00067652785,0.0007044869,0.00096410565,0.001037055,0.0013682299,0.0008679198,0.0019977887,0.003237086],"category_scores_gemma":[0.0031863265,0.0002620154,0.00045659393,0.0005835073,0.001834947,0.0020423294,0.0015739624,0.0011494615,0.00032545975],"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":[0.0000533099,0.00006483977,0.00058234704,0.00011474237,0.000019472067,0.00031082125,0.00010106876,0.07319515,0.0013989998,0.91698456,0.0018537113,0.005320974],"study_design_scores_gemma":[0.000027959222,0.00003957431,0.00038114924,0.000018610937,0.00000664492,0.00017989198,0.00006697405,0.441507,0.0006425503,0.5550841,0.0020289274,0.000016674498],"about_ca_topic_score_codex":0.0012612266,"about_ca_topic_score_gemma":0.0009002506,"teacher_disagreement_score":0.003237086,"about_ca_system_score_codex":0.0009916362,"about_ca_system_score_gemma":0.00053681515,"threshold_uncertainty_score":0.010829151},"labels":[],"label_agreement":null},{"id":"W4410106796","doi":"10.1090/qam/1716","title":"Signals as submanifolds and configurations of points","year":2025,"lang":"en","type":"article","venue":"Quarterly of Applied Mathematics","topic":"Advanced Measurement and Metrology Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mathematics; Geometry; Mathematical analysis; Pure mathematics; Physics","score_opus":0.00807519153771285,"score_gpt":0.23601558002052367,"score_spread":0.2279403884828108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410106796","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":[0.40869135,0.0015600201,0.5386073,0.001946755,0.00030088663,0.0000887903,0.0006394841,0.0004271179,0.047738247],"genre_scores_gemma":[0.92521185,0.0010885062,0.0595831,0.00030127206,0.0003587596,0.00013658167,0.0005463332,0.00018352678,0.012590098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99894327,0.00029518045,0.00007324025,0.00024285373,0.00030259887,0.00014284629],"domain_scores_gemma":[0.9980646,0.000683298,0.00037826385,0.00027318668,0.00032327973,0.00027740037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010336215,0.0011838322,0.0006340113,0.0028850466,0.00091726496,0.00296407,0.0010949095,0.0014687106,0.0053637056],"category_scores_gemma":[0.0027940604,0.0004988011,0.0006676564,0.0010402645,0.003570231,0.0046919324,0.0031609973,0.0017440327,0.0009964117],"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":[0.000034749155,0.000008426838,0.00037309376,0.00004032026,0.000012862181,0.00011058963,0.00021404386,0.0051181354,0.0028733928,0.9856067,0.00048353043,0.0051241205],"study_design_scores_gemma":[0.0000053615445,0.000055726283,0.00067245506,0.00002220809,0.000007719954,0.00011481475,0.00020266016,0.038141843,0.0012333029,0.95727897,0.0022443747,0.000020606421],"about_ca_topic_score_codex":0.00045373384,"about_ca_topic_score_gemma":0.00028379486,"teacher_disagreement_score":0.0053637056,"about_ca_system_score_codex":0.0007273535,"about_ca_system_score_gemma":0.00026603517,"threshold_uncertainty_score":0.017943382},"labels":[],"label_agreement":null}]}