{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ce6585c5615c","filters":{"venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications"}},"results":[{"id":"W2011228563","doi":"10.4171/ifb/78","title":"On energy minimizers of the diblock copolymer problem","year":2003,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Division of Mathematical Sciences; Mathematisches Forschungsinstitut Oberwolfach; Chinese University of Hong Kong; National Science Foundation","keywords":"Energy functional; Copolymer; Energy (signal processing); Term (time); Order (exchange); Phase (matter); Mathematics; Materials science; Physics; Mathematical analysis; Polymer; Quantum mechanics","authors":[{"name":"Xiaofeng Ren","is_ca":false},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007747755059029434,"gpt":0.2314556896416406,"spread":0.2237079345826112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350993,0.001060077,0.0008348066,0.001296312,0.0009713568,0.001944411,0.0008051816,0.001841809,0.00309057],"category_scores_gemma":[0.00418892,0.0005898471,0.0006642878,0.0004524543,0.001925949,0.001752634,0.001793876,0.00132927,0.0003351913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260928,"about_ca_system_score_gemma":0.0007107604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012018,"about_ca_topic_score_gemma":0.001366679,"domain_scores_codex":[0.9996779,0.000139446,0.00001584156,0.00005202706,0.00004952814,0.00006526838],"domain_scores_gemma":[0.9987164,0.000834619,0.0001573869,0.00003587004,0.0001126858,0.0001431602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001787835,0.0001102741,0.001296009,0.0002427827,0.00008107639,0.0003147297,0.0002907668,0.1197704,0.005789816,0.8619451,0.003595781,0.006384485],"study_design_scores_gemma":[0.00005794832,0.00007715438,0.0008121704,0.00008760797,0.00002265075,0.00008930148,0.0001810525,0.5960693,0.001156873,0.3994935,0.001920694,0.00003171293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.604146,0.004612619,0.3172037,0.006389176,0.0002361566,0.00018429,0.0003514325,0.0001862898,0.06669033],"genre_scores_gemma":[0.924084,0.001924694,0.04832546,0.0006540745,0.000260366,0.0004274987,0.0004652276,0.0002726273,0.02358603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00309057,"threshold_uncertainty_score":0.01033896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064643400","doi":"10.4171/ifb/252","title":"On the global minimizers of a nonlocal isoperimetric problem in two dimensions","year":2011,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Science Foundation","keywords":"Isoperimetric inequality; Mathematics; Boundary (topology); Torus; Constraint (computer-aided design); Interval (graph theory); Quantum nonlocality; Mathematical analysis; Boundary value problem; Physics; Geometry; Combinatorics; Quantum mechanics","authors":[{"name":"Peter Sternberg","is_ca":false},{"name":"Ihsan Topaloğlu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0586734422926119,"gpt":0.3369137017848705,"spread":0.2782402594922586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253885,0.001140567,0.0009005441,0.0009397048,0.0005397656,0.001054966,0.0007747488,0.001252101,0.001319933],"category_scores_gemma":[0.003754117,0.0003920595,0.0005614667,0.0003122599,0.001873937,0.001326078,0.001755104,0.0007036102,0.0001283907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000577363,"about_ca_system_score_gemma":0.0004013777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008516346,"about_ca_topic_score_gemma":0.0006355966,"domain_scores_codex":[0.9997188,0.0001251348,0.00001327393,0.00005948769,0.00004214642,0.0000411067],"domain_scores_gemma":[0.9989269,0.0005767321,0.0002022444,0.00004019626,0.0001089407,0.0001449016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004321703,0.0002110636,0.002994026,0.0005600377,0.0001941759,0.0008354706,0.0004502562,0.649891,0.01755955,0.3112682,0.002390794,0.01321334],"study_design_scores_gemma":[0.00004769323,0.0001831803,0.001386691,0.00004307886,0.00002406607,0.0001242609,0.000198779,0.8822653,0.001497462,0.1134217,0.0007712235,0.00003652727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7375275,0.001174449,0.2466578,0.001057181,0.00006613108,0.00008076381,0.0001341655,0.00007231817,0.01322957],"genre_scores_gemma":[0.9546304,0.0004855054,0.03898814,0.0001175538,0.00008906537,0.0001932364,0.0002058186,0.0000980492,0.005192254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319933,"threshold_uncertainty_score":0.006631255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993892019","doi":"10.4171/ifb/148","title":"Periodic phase separation: the periodic Cahn-Hilliard and isoperimetric problems","year":2006,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; University of Minnesota; National Science Foundation","keywords":"Isoperimetric inequality; Mathematics; Cahn–Hilliard equation; Torus; Mean curvature; Constant (computer programming); Mathematical analysis; Convergence (economics); Curvature; Minification; Applied mathematics; Mathematical optimization; Geometry; Computer science; Differential equation","authors":[{"name":"Rustum Choksi","is_ca":true},{"name":"Peter Sternberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216353325931011,"gpt":0.2818517223247937,"spread":0.2696881890654836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006693951,0.0003942974,0.0003902573,0.0005696412,0.0007421991,0.0009205627,0.0007939042,0.001452188,0.003177005],"category_scores_gemma":[0.001896279,0.0002545194,0.0004578337,0.0002863071,0.001947291,0.002027481,0.001131541,0.0008915204,0.0002429036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007033045,"about_ca_system_score_gemma":0.0005107535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052695,"about_ca_topic_score_gemma":0.0006062952,"domain_scores_codex":[0.9997087,0.00008165027,0.0000100802,0.00006202271,0.00009880908,0.0000386808],"domain_scores_gemma":[0.9995785,0.0001768843,0.0001001313,0.00003769936,0.00004223292,0.00006463605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002069177,0.00001916925,0.0003682132,0.00004195231,0.000009768582,0.00009336926,0.00008947743,0.02632335,0.002396211,0.9638755,0.0008287812,0.005933571],"study_design_scores_gemma":[0.00002429576,0.00004053244,0.0008603469,0.00001868536,0.00000593857,0.0002825313,0.0001531772,0.2653828,0.001865394,0.72742,0.003926342,0.00002005424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3913322,0.002560825,0.5538638,0.002736143,0.0002111098,0.00008458114,0.0001615594,0.00007983832,0.04897003],"genre_scores_gemma":[0.9073079,0.001008743,0.07458214,0.000262713,0.0002098678,0.0001108614,0.0001479725,0.00006070058,0.01630904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003177005,"threshold_uncertainty_score":0.01062816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084881110","doi":"10.4171/ifb/140","title":"Slow translational instabilities of spike patterns in the one-dimensional Gray-Scott model","year":2006,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Chinese University of Hong Kong","keywords":"Instability; Physics; Spike (software development); Eigenvalues and eigenvectors; Amplitude; Hopf bifurcation; Bifurcation; Diffusion; Statistical physics; Mathematical analysis; Mathematics; Quantum mechanics; Nonlinear system","authors":[{"name":"Théodore Kolokolnikov","is_ca":true},{"name":"Michael J. Ward","is_ca":true},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431768307327184,"gpt":0.2440259154458846,"spread":0.2297082323726128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002471315,0.0005795642,0.0006312293,0.0005533037,0.0004554594,0.0008823226,0.0008162009,0.0007463216,0.001025564],"category_scores_gemma":[0.0007109782,0.0002008545,0.0008116285,0.0002628055,0.001219843,0.0006566413,0.0008398072,0.0003717875,0.000122059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008598185,"about_ca_system_score_gemma":0.0005391884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006449083,"about_ca_topic_score_gemma":0.002483505,"domain_scores_codex":[0.9999076,0.0000202268,0.000006393011,0.00001582175,0.000023127,0.0000267853],"domain_scores_gemma":[0.9997601,0.00004725631,0.00008754658,0.00001725111,0.00003040167,0.00005744386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002978816,0.0000793377,0.004460986,0.00009116912,0.00007862462,0.0007007149,0.0002621824,0.857568,0.0436388,0.08828304,0.0004858784,0.004053364],"study_design_scores_gemma":[0.00001637321,0.00002820984,0.0004871007,0.000003145659,0.000008173698,0.00003628176,0.00002741304,0.9920599,0.0007771557,0.006458135,0.00008582902,0.00001224687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946833,0.0002185783,0.04552692,0.0002534989,0.00002805326,0.00002419491,0.00006953944,0.0001022595,0.006943891],"genre_scores_gemma":[0.9974712,0.00006190351,0.001091968,0.00001604602,0.000004828064,0.00001335448,0.00002513928,0.000008361054,0.001307111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006449083,"threshold_uncertainty_score":0.01282305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036836233","doi":"10.4171/ifb/251","title":"A toroidal tube solution to a problem involving mean curvature and Newtonian potential","year":2011,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Chinese University of Hong Kong; National Science Foundation","keywords":"Toroid; Tube (container); Curvature; Mechanics; Newtonian fluid; Physics; Classical mechanics; Mathematics; Materials science; Geometry; Plasma; Composite material","authors":[{"name":"Xiaofeng Ren","is_ca":false},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02008548070095137,"gpt":0.2623764419893317,"spread":0.2422909612883804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006223067,0.0006489374,0.0009245608,0.0009574836,0.00132286,0.001975312,0.0008689327,0.003640937,0.002976419],"category_scores_gemma":[0.003291595,0.0004313179,0.0006983505,0.0005016059,0.0019238,0.001378985,0.001679793,0.001122874,0.0002636764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085867,"about_ca_system_score_gemma":0.001460318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004019923,"about_ca_topic_score_gemma":0.002464433,"domain_scores_codex":[0.9997718,0.00006949516,0.00001174814,0.00005188448,0.00004970494,0.00004537879],"domain_scores_gemma":[0.9991984,0.0004473044,0.0001110367,0.00002158953,0.00009168073,0.0001300236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001759623,0.00005773553,0.0009903952,0.0002566343,0.00004411961,0.0009896965,0.0004527306,0.2585505,0.007534396,0.7184743,0.005044391,0.0074292],"study_design_scores_gemma":[0.00004804093,0.00003412201,0.0002977971,0.00002864844,0.00001136441,0.0002204357,0.0001449998,0.8763631,0.00116725,0.1195327,0.002117233,0.00003432076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3842566,0.002323557,0.5452874,0.00897641,0.0004022931,0.000253052,0.000547949,0.0003043883,0.05764833],"genre_scores_gemma":[0.8546416,0.0008920702,0.1102035,0.0004630803,0.0002794266,0.0003713349,0.0003568751,0.0001485099,0.03264351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004019923,"threshold_uncertainty_score":0.009957135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094362657","doi":"10.4171/ifb/215","title":"Linear stability of selfsimilar solutions of unstable thin-ﬁlm equations","year":2009,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Stability (learning theory); Mathematics; Materials science; Applied mathematics; Computer science","authors":[{"name":"Dejan Slepčev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02721789402262121,"gpt":0.2738678531568439,"spread":0.2466499591342227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004627471,0.0005336198,0.0004248385,0.0008922827,0.000548313,0.0009079268,0.0007860846,0.0009937524,0.001431415],"category_scores_gemma":[0.0023783,0.0003103057,0.0004675112,0.0002795449,0.001658992,0.0009575293,0.001070503,0.0005506053,0.0001805852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006433961,"about_ca_system_score_gemma":0.0005215329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003290228,"about_ca_topic_score_gemma":0.001322271,"domain_scores_codex":[0.9998418,0.00003613259,0.00001096943,0.00002373464,0.00005276126,0.00003454385],"domain_scores_gemma":[0.9991812,0.0002191006,0.0003071739,0.00003339084,0.0001485851,0.0001105238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003956985,0.000142541,0.006281391,0.0002042764,0.0001563719,0.001657629,0.0009941444,0.6334493,0.1068323,0.2363239,0.001113395,0.01244911],"study_design_scores_gemma":[0.00003089762,0.00005766113,0.0005955357,0.00001360876,0.000008770569,0.00008629265,0.00009235927,0.9786879,0.003519749,0.01665086,0.0002341529,0.00002223075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929014,0.0003488182,0.06230199,0.0003087598,0.00002915343,0.00004814528,0.00003369816,0.00007355343,0.007841908],"genre_scores_gemma":[0.9873059,0.0001844248,0.006780045,0.00007314676,0.00003000912,0.00005545772,0.0000518135,0.00001949941,0.00549969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003290228,"threshold_uncertainty_score":0.006542146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963305957","doi":"10.4171/ifb/323","title":"On the regularity of the free boundary for quasilinear obstacle problems","year":2014,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Nonlinear Partial Differential Equations","field":"Mathematics","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fields Institute for Research in Mathematical Sciences; York University","funders":"","keywords":"Obstacle; Obstacle problem; Boundary (topology); Mathematics; Calculus (dental); Mathematical analysis; Computer science; Political science; Medicine; Law","authors":[{"name":"S. Challal","is_ca":true},{"name":"Abdeslem Lyaghfouri","is_ca":true},{"name":"José Francisco Rodrigues","is_ca":false},{"name":"Rafayel Teymurazyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03717399417517935,"gpt":0.3006103963348492,"spread":0.2634364021596698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153325,0.0007337644,0.0009130912,0.002703455,0.001101493,0.002169591,0.001123309,0.001241605,0.001415151],"category_scores_gemma":[0.01014551,0.0003636602,0.001209483,0.0005403887,0.004572647,0.004049037,0.003351707,0.00201848,0.0001623921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105078,"about_ca_system_score_gemma":0.0006427875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130032,"about_ca_topic_score_gemma":0.0005205366,"domain_scores_codex":[0.9992282,0.0002124992,0.0000420916,0.0001592826,0.000214182,0.0001437296],"domain_scores_gemma":[0.9946741,0.002817204,0.0008230506,0.0003455712,0.0005650262,0.0007750932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001468958,0.0000887852,0.004025046,0.0002076829,0.00004071043,0.0006572675,0.0006371549,0.03603276,0.0121641,0.9393431,0.0006560492,0.006000419],"study_design_scores_gemma":[0.00004572746,0.0001352341,0.004339798,0.0001026531,0.00003478284,0.0007187116,0.0004270118,0.4797088,0.004928429,0.507191,0.002291611,0.00007636219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6343578,0.001354624,0.3433277,0.00170305,0.0001458833,0.00009735471,0.0001869117,0.0001266023,0.0187],"genre_scores_gemma":[0.9749733,0.0006513128,0.01977861,0.0001139368,0.0001450195,0.00007679248,0.000167909,0.00007229055,0.004020679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002703455,"threshold_uncertainty_score":0.011388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336460152","doi":"10.4171/ifb/351","title":"The taming of plastic slips in von Mises elasto-plasticity","year":2016,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; York University","keywords":"Plasticity; von Mises yield criterion; Yield (engineering); Mathematics; Materials science; Structural engineering; Composite material; Engineering; Finite element method","authors":[{"name":"Gilles A. Francfort","is_ca":false},{"name":"Alessandro Giacomini","is_ca":false},{"name":"Jean‐Jacques Marigo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009427104021024443,"gpt":0.2407614210717183,"spread":0.2313343170506938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008760668,0.0007216377,0.0006833864,0.0008438186,0.0007851727,0.0008873195,0.000635296,0.001031639,0.002057475],"category_scores_gemma":[0.005631269,0.000338625,0.0004632774,0.0002100136,0.002369566,0.001281352,0.0016572,0.0009775599,0.0003552288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215726,"about_ca_system_score_gemma":0.0005553651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566668,"about_ca_topic_score_gemma":0.0005074943,"domain_scores_codex":[0.9996444,0.00008129941,0.00002676732,0.00004908327,0.0001162358,0.00008223507],"domain_scores_gemma":[0.9982954,0.0007603474,0.0003868768,0.000185126,0.0002021051,0.0001702173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002910472,0.0001471209,0.00221784,0.0003844378,0.00004228212,0.001613264,0.0006011465,0.1421828,0.09210704,0.7357992,0.001730698,0.02288319],"study_design_scores_gemma":[0.00008766245,0.0003229216,0.001390758,0.0001033732,0.00003489523,0.0004456199,0.0002530315,0.7062988,0.0595548,0.2280796,0.003362266,0.00006632745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5162616,0.001239157,0.4518207,0.0008426902,0.0002665737,0.0001027201,0.0001087321,0.0006016592,0.02875606],"genre_scores_gemma":[0.9848651,0.0003181837,0.01172051,0.00007438788,0.00003999816,0.00007393672,0.00003548135,0.00008197382,0.002790366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002057475,"threshold_uncertainty_score":0.006882906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053564579","doi":"10.4171/ifb/86","title":"On level-set approach to motion of manifolds of arbitrary codimension","year":2003,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Codimension; Level set (data structures); Mathematics; Motion (physics); Set (abstract data type); Function (biology); Manifold (fluid mechanics); Curvature; Mathematical analysis; Level set method; Differential topology; Zero (linguistics); Mean curvature; Differential (mechanical device); Pure mathematics; Geometry; Computer science; Ricci-flat manifold; Physics; Classical mechanics; Image (mathematics); Artificial intelligence","authors":[{"name":"Dejan Slepčev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05060582656470027,"gpt":0.3072649658191139,"spread":0.2566591392544136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012217,0.0006963458,0.0008608678,0.001986443,0.001181256,0.002134827,0.00143562,0.001128934,0.003439879],"category_scores_gemma":[0.002470654,0.0003637794,0.001367697,0.0008437539,0.00279879,0.003708683,0.002177176,0.001872079,0.0006050668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778884,"about_ca_system_score_gemma":0.0006204862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254952,"about_ca_topic_score_gemma":0.001194756,"domain_scores_codex":[0.9996721,0.00009673936,0.00001788932,0.00004808973,0.0001182968,0.00004689149],"domain_scores_gemma":[0.9993256,0.0003062126,0.00007432839,0.00008258777,0.0001125666,0.00009867414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008460394,0.000009340106,0.0001169309,0.00003320336,0.000008584149,0.00004176654,0.0001624044,0.02126725,0.0006826594,0.9727271,0.0004995991,0.004442715],"study_design_scores_gemma":[0.000005879593,0.000013964,0.0001267453,0.0000264086,0.00000535148,0.00003013098,0.00003868696,0.2298609,0.0002770157,0.7668754,0.002726114,0.00001322343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07209782,0.003924662,0.8821017,0.001669793,0.0003456885,0.00007500412,0.0001030261,0.0001682791,0.03951401],"genre_scores_gemma":[0.7089859,0.004741518,0.2549171,0.0004707855,0.0005658959,0.0002674562,0.0002173363,0.0003023747,0.02953158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003439879,"threshold_uncertainty_score":0.01290679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085952875","doi":"10.4171/ifb/92","title":"The multi-layer free boundary problem for the p-Laplacian in convex domains","year":2004,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Layer (electronics); Mathematics; Regular polygon; Laplace operator; Bernoulli's principle; Operator (biology); Nonlinear system; Free boundary problem; Boundary layer; Boundary (topology); Pure mathematics; Topology (electrical circuits); Mathematical analysis; Combinatorics; Physics; Geometry; Materials science; Mechanics; Chemistry","authors":[{"name":"Andrew Acker","is_ca":false},{"name":"Antoine Henrot","is_ca":false},{"name":"Mikayel Poghosyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01997560915151602,"gpt":0.2809859716884574,"spread":0.2610103625369414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472574,0.0006840207,0.0006422504,0.0009568991,0.0008470745,0.001936763,0.001321545,0.002716968,0.002540021],"category_scores_gemma":[0.004729673,0.0004337578,0.0007109068,0.00038939,0.002352807,0.003599107,0.002798474,0.001324901,0.000296935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900515,"about_ca_system_score_gemma":0.0009279298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544639,"about_ca_topic_score_gemma":0.00102172,"domain_scores_codex":[0.9995412,0.000171143,0.00002251788,0.0001010294,0.0001077078,0.00005648877],"domain_scores_gemma":[0.9986699,0.0008925161,0.000103826,0.00005222093,0.0001457989,0.0001357775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000907565,0.0000548819,0.0005618031,0.0003176095,0.00003011867,0.0006625759,0.0004407736,0.1397397,0.007676596,0.8323507,0.002709931,0.01536462],"study_design_scores_gemma":[0.00002907102,0.0000398998,0.0003456976,0.00004850781,0.00001030319,0.0002791445,0.0001734448,0.6922187,0.00189691,0.302319,0.002604783,0.00003452731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1223989,0.001543468,0.8557911,0.002915626,0.0001834634,0.00007918464,0.0001041981,0.00007092578,0.01691322],"genre_scores_gemma":[0.8053226,0.001422042,0.1600406,0.0004456412,0.0004034262,0.0002257851,0.0001956908,0.0001352101,0.03180896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002716968,"threshold_uncertainty_score":0.008497238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385828985","doi":"10.4171/ifb/498","title":"Instantaneous convexity breaking for the quasi-static droplet model","year":2023,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Convexity; Mechanics; Physics; Classical mechanics; Computer science; Geology; Economics","authors":[{"name":"Albert Chau","is_ca":true},{"name":"Ben Weinkove","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06285338003387347,"gpt":0.3490667638677501,"spread":0.2862133838338766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392922,0.0003093457,0.0004093992,0.0004043097,0.0006372392,0.001168613,0.0008527219,0.0007518017,0.00291588],"category_scores_gemma":[0.001082616,0.0002233292,0.0007661183,0.0001896062,0.001533205,0.001944535,0.001087506,0.00117379,0.0002736888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231798,"about_ca_system_score_gemma":0.0006160755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175614,"about_ca_topic_score_gemma":0.001520516,"domain_scores_codex":[0.9998118,0.00003619089,0.000007054005,0.00002707922,0.00006036001,0.00005759505],"domain_scores_gemma":[0.9995777,0.0001122053,0.00007515819,0.00008278036,0.0000496147,0.0001025353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003966208,0.00003434235,0.0004679414,0.00003723151,0.00001690615,0.0004258598,0.0001114614,0.0896014,0.008748505,0.8958556,0.00115888,0.003502088],"study_design_scores_gemma":[0.00001880632,0.00003077574,0.0003899274,0.000007123406,0.0000082325,0.0001610371,0.00005766056,0.749311,0.001737337,0.2468092,0.001447018,0.00002193755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4463163,0.0006843853,0.5112851,0.001911094,0.0002146807,0.00005848693,0.0002787955,0.0002511267,0.039],"genre_scores_gemma":[0.9834121,0.0002981241,0.009337576,0.0001343614,0.00005608338,0.00003709548,0.00009347002,0.00005979132,0.006571256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003175614,"threshold_uncertainty_score":0.009754598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221124629","doi":"10.4171/ifb/470","title":"The average-distance problem with an Euler elastica penalization","year":2022,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Mathematical Approximation and Integration","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Lakehead University; National Science Foundation","keywords":"Euler's formula; Mathematics; Applied mathematics; Computer science; Mathematical optimization; Mathematical analysis","authors":[{"name":"Qiang Du","is_ca":true},{"name":"Xin Lu","is_ca":true},{"name":"Chong Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01854761620811819,"gpt":0.2788962027518118,"spread":0.2603485865436936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002241979,0.001780116,0.002408063,0.0009201589,0.0006806468,0.002086786,0.002896718,0.004512386,0.004669433],"category_scores_gemma":[0.00505396,0.0007313034,0.001353982,0.0006515405,0.002313849,0.00302383,0.003851148,0.002458264,0.0006208707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717843,"about_ca_system_score_gemma":0.001605244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500879,"about_ca_topic_score_gemma":0.00296429,"domain_scores_codex":[0.9992631,0.0002339326,0.00002903537,0.0002017391,0.0001646892,0.0001073577],"domain_scores_gemma":[0.9982867,0.001072359,0.0001384023,0.0001158636,0.0001643398,0.0002223879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002386332,0.00009980943,0.0009524732,0.000289755,0.00009408492,0.0002528349,0.00008946894,0.8441702,0.002020974,0.1330023,0.003005502,0.01578386],"study_design_scores_gemma":[0.00001250265,0.0000292644,0.00008563832,0.00001366443,0.000006064815,0.00002633408,0.00001289371,0.9791068,0.0002687488,0.01985025,0.0005777793,0.00001003545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04800403,0.0008172421,0.9394311,0.001954279,0.0001786944,0.00006965816,0.0002498983,0.0001442402,0.009150849],"genre_scores_gemma":[0.6141229,0.000861889,0.3406813,0.0008334938,0.0004170256,0.0005655323,0.0009052404,0.0005938552,0.0410188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004669433,"threshold_uncertainty_score":0.01562077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029447039","doi":"10.4171/ifb/175","title":"A two-dimensional metastable flame-front and a degenerate spike-layer problem","year":2007,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Chinese University of Hong Kong; Killam Trusts","keywords":"Paraboloid; Mathematical analysis; Curvature; Ode; Eigenvalues and eigenvectors; Metastability; Mathematics; Asymptotic expansion; Asymptotic analysis; Physics; Mechanics; Geometry; Surface (topology)","authors":[{"name":"Alexei F. Cheviakov","is_ca":true},{"name":"Michael J. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04260745995826456,"gpt":0.3483908752270541,"spread":0.3057834152687895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007863288,0.0005618538,0.0007224208,0.0008829096,0.0008099056,0.001111328,0.001172127,0.001881574,0.001891344],"category_scores_gemma":[0.002386024,0.0003082931,0.0008469603,0.0003409082,0.00194434,0.001652595,0.002182676,0.001145729,0.000195968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420406,"about_ca_system_score_gemma":0.001082103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004733196,"about_ca_topic_score_gemma":0.001931385,"domain_scores_codex":[0.9997601,0.00006509986,0.0000129946,0.00004121085,0.0000747738,0.00004588138],"domain_scores_gemma":[0.9993935,0.0002332538,0.000106408,0.00003037577,0.00009833775,0.0001381794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001690091,0.00009189399,0.002331182,0.0001453588,0.00004178001,0.0009632322,0.0003018437,0.3069085,0.01157886,0.6711911,0.00105374,0.005223593],"study_design_scores_gemma":[0.00002217381,0.0000272909,0.0002961319,0.000008225988,0.000006385283,0.0001174041,0.00006017461,0.9397212,0.0007599522,0.05854129,0.0004255861,0.00001419384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4257737,0.0005550113,0.550303,0.001782759,0.0001085747,0.00008986022,0.0002086971,0.0001895533,0.02098889],"genre_scores_gemma":[0.963061,0.0001994534,0.02625404,0.0001308634,0.00006707538,0.00008353567,0.0001320344,0.00004775578,0.01002426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004733196,"threshold_uncertainty_score":0.01030582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1919471191","doi":"10.4171/ifb/364","title":"Sharp interface limit of an energy modelling nanoparticle-polymer blends","year":2016,"lang":"en","type":"preprint","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isoperimetric inequality; Limit (mathematics); Limiting; Infinity; Polymer; Nanoparticle; Phase (matter); Phase transition; Energy (signal processing); Statistical physics; Materials science; Physics; Mathematics; Mathematical analysis; Nanotechnology; Condensed matter physics; Quantum mechanics","authors":[{"name":"Stan Alama","is_ca":true},{"name":"Lia Bronsard","is_ca":true},{"name":"Ihsan Topaloğlu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.041844692753845,"gpt":0.3169368745412944,"spread":0.2750921817874494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004649489,0.0006949648,0.0004678674,0.001022483,0.0003723866,0.001457138,0.001011423,0.001156791,0.001296224],"category_scores_gemma":[0.001729666,0.0003563914,0.0004211835,0.0003158934,0.001242415,0.001320178,0.001156373,0.0006411194,0.0001618323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008272897,"about_ca_system_score_gemma":0.0002488011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022294,"about_ca_topic_score_gemma":0.0008153882,"domain_scores_codex":[0.999861,0.00003681834,0.000008505311,0.00003217723,0.00003670104,0.00002482256],"domain_scores_gemma":[0.999574,0.0001739447,0.0001030584,0.00003042597,0.00004662693,0.00007200168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002665583,0.0003635181,0.004016691,0.0002561556,0.0001012904,0.001105699,0.0005342009,0.5004721,0.1098214,0.375127,0.000904677,0.007030704],"study_design_scores_gemma":[0.00001532584,0.0000602302,0.0004695386,0.00001374793,0.00001200221,0.00009881204,0.00006896423,0.9563074,0.00517629,0.03736683,0.0003953081,0.00001556446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.812696,0.0004377817,0.176005,0.0003671772,0.00002489893,0.00004394383,0.00006662949,0.0001442415,0.01021439],"genre_scores_gemma":[0.985278,0.0001397859,0.01103094,0.00005271624,0.0000098042,0.00003690707,0.00004285747,0.00005837666,0.003350678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001457138,"threshold_uncertainty_score":0.006002367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033825623","doi":"10.4171/ifb/191","title":"The critical mass constraint in the Cahn–Hilliard equation","year":2008,"lang":"en","type":"article","venue":"Interfaces and Free Boundaries Mathematical Analysis Computation and Applications","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"RADIUS; Constraint (computer-aided design); Critical radius; Boundary value problem; Critical mass (sociodynamics); Domain (mathematical analysis); Critical point (mathematics); Boundary (topology); Physics; Cahn–Hilliard equation; Mathematical analysis; Mechanics; Mathematics; Geometry; Partial differential equation","authors":[{"name":"Xiaofeng Ren","is_ca":false},{"name":"Juncheng Wei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03425930552015399,"gpt":0.2856862205146002,"spread":0.2514269149944462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230549,0.0006874822,0.001113553,0.001154116,0.00149693,0.002288696,0.001540261,0.002697805,0.00517991],"category_scores_gemma":[0.006370137,0.0005488398,0.0007193218,0.000620903,0.003197045,0.002991587,0.001863921,0.002433005,0.0006787349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576961,"about_ca_system_score_gemma":0.002010421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611169,"about_ca_topic_score_gemma":0.007008918,"domain_scores_codex":[0.9994049,0.0000983869,0.00002490929,0.0001146748,0.0001852596,0.0001718407],"domain_scores_gemma":[0.9986798,0.0005564013,0.0001598687,0.00008802682,0.000291521,0.000224261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001159019,0.00003732172,0.001010115,0.0001256525,0.00001810259,0.0006048504,0.0002648525,0.04055598,0.006217767,0.9393435,0.004748513,0.006957492],"study_design_scores_gemma":[0.0001204377,0.00004395704,0.001406813,0.00008156339,0.00001695965,0.0003365644,0.0001467319,0.5374657,0.002300693,0.4529507,0.005035723,0.00009417687],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.408395,0.007388695,0.3714921,0.01305804,0.001573073,0.0003390146,0.0006225382,0.0004572851,0.1966742],"genre_scores_gemma":[0.9009705,0.001838971,0.04698915,0.001556494,0.0004814066,0.0003218631,0.0002970361,0.000239221,0.04730535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611169,"threshold_uncertainty_score":0.03203583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}