{"meta":{"query_hash":"c09cfd104264","filters":{"venue":"NCCR MARVEL"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/c09cfd104264","api":"https://metacan.xera.ac/api/v1/cohort?venue=NCCR+MARVEL"},"results":[{"id":"W6926669783","doi":"10.24435/materialscloud:8n-jj","title":"Data-driven design of metal-organic frameworks for wet flue gas CO2 capture","year":2019,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","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 Ottawa","funders":"","keywords":"Flue gas; Bar (unit); Vacuum swing adsorption; Adsorption; Desorption; Carbon dioxide; Swing; Work (physics)","score_opus":0.024298605797729824,"score_gpt":0.27857374748649655,"score_spread":0.25427514168876675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926669783","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006022702,0.0005331803,0.026022244,0.00003655305,0.00094910763,0.00066622684,0.9711559,0.000005996888,0.00002854612],"genre_scores_gemma":[0.0009396167,0.00080433476,0.002947276,0.00020229851,0.00059948367,0.000050450868,0.99358916,0.000044406966,0.00082296337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985199,0.000085977255,0.0003379539,0.0006185912,0.00014600277,0.0002915769],"domain_scores_gemma":[0.9976165,0.000065130946,0.00031679112,0.0017556,0.00018805562,0.000057899542],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00027539913,0.00031502647,0.0004580153,0.000058868958,0.00006635037,0.000038752263,0.00080967386,0.0013475479,0.0002486811],"category_scores_gemma":[0.00037818815,0.00028419527,0.00014384919,0.00008394809,0.00007455886,0.0000065993854,0.00035288135,0.00036840898,0.000036216825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018315406,0.00007600508,0.0000024709393,0.00021927565,0.00022251406,0.0000014617119,0.0000014307103,0.0000599039,0.097201474,0.000008451388,0.9019301,0.00009377822],"study_design_scores_gemma":[0.00043086032,0.0002510848,0.000021295475,0.00006751105,0.00023591435,0.000008133525,0.0000055815485,0.000053775446,0.008139807,0.000029410472,0.99043375,0.00032289038],"about_ca_topic_score_codex":0.00005079801,"about_ca_topic_score_gemma":0.00020170941,"teacher_disagreement_score":0.08906167,"about_ca_system_score_codex":0.000024118952,"about_ca_system_score_gemma":0.00031751965,"threshold_uncertainty_score":0.999961},"labels":[],"label_agreement":null},{"id":"W6945123549","doi":"10.24435/materialscloud:p7-p8","title":"Fixed node diffusion Monte Carlo energies for over one thousand small organic molecules","year":2022,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"","field":"","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":"Quantum Monte Carlo; Monte Carlo method; Molecule; Organic molecules; Scalability; Node (physics); Diffusion Monte Carlo; Bond-dissociation energy; Dissociation (chemistry)","score_opus":0.022872062689959432,"score_gpt":0.2476880355683826,"score_spread":0.22481597287842317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945123549","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018746806,0.001371339,0.000049851773,0.000058986792,0.00089890655,0.001330141,0.97713625,0.00033802967,0.00006970616],"genre_scores_gemma":[0.00016743182,0.00061609043,0.0009537339,0.00044056354,0.00048707053,0.00082096265,0.99309975,0.00063568493,0.0027787266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951703,0.00033683033,0.00080567476,0.0014593349,0.0011331422,0.0010947249],"domain_scores_gemma":[0.9961701,0.00044941873,0.0007482076,0.0021803859,0.00020027367,0.0002516293],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059630227,0.0011013472,0.0012772528,0.00062223664,0.0005305891,0.00024275001,0.001634,0.0006825282,0.01927288],"category_scores_gemma":[0.00063572516,0.001132382,0.00049598486,0.0004843698,0.0001397564,0.00015463991,0.0018513993,0.0009891922,0.0005085403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005945951,0.0005765086,0.000034353907,0.00051856635,0.00035882372,0.00007320329,0.00005928329,0.00018876752,0.02026437,0.000018039831,0.9771474,0.00016608457],"study_design_scores_gemma":[0.0028532015,0.00021247653,0.0011183548,0.00013716622,0.00077108806,0.000017098808,0.000054716016,0.00022979536,0.000764726,0.0000518372,0.99247706,0.0013124547],"about_ca_topic_score_codex":0.004015042,"about_ca_topic_score_gemma":0.006609854,"teacher_disagreement_score":0.019499645,"about_ca_system_score_codex":0.00070849026,"about_ca_system_score_gemma":0.00038317643,"threshold_uncertainty_score":0.9991126},"labels":[],"label_agreement":null},{"id":"W6945166176","doi":"10.24435/materialscloud:54-2z","title":"Computational optimization of a drafter for spunbonding polymeric filaments","year":2025,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":"Computational fluid dynamics; Solver; Airflow; Drag; Breakage; Flow (mathematics); Set (abstract data type); Energy consumption; Finite element method","score_opus":0.016658829433718197,"score_gpt":0.270528912747159,"score_spread":0.2538700833134408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945166176","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000065333435,0.000032402186,0.0074411435,0.00010275585,0.00025044478,0.00029045335,0.9905457,0.000011374586,0.0012604014],"genre_scores_gemma":[0.00013784585,0.000041785614,0.0011008771,0.00034362302,0.000022582966,0.00006476685,0.9970896,0.0000050694034,0.0011938364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990754,0.000017764942,0.00024314687,0.00024227786,0.00025122144,0.00017015048],"domain_scores_gemma":[0.99952894,0.00006242707,0.00017546372,0.00017849356,0.000014128281,0.000040570212],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007784347,0.00014609784,0.00019047425,0.000059843678,0.00007003973,0.000024112898,0.00021055555,0.0001220978,0.04974997],"category_scores_gemma":[0.00004307155,0.00014771723,0.000090358415,0.00020370152,0.000077135766,0.000064408036,0.00017629126,0.00006555225,0.00004498295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020048878,0.00007846221,0.000108864944,0.00007524235,0.000015942103,4.968364e-7,0.000006908114,0.003744452,0.000011294702,0.00002191879,0.9955651,0.00035124357],"study_design_scores_gemma":[0.0004790697,0.00004193474,0.0015784102,0.00005483283,0.00005266218,0.0000011562073,0.000050253286,0.0021909722,0.00003511765,0.000030758645,0.99529964,0.00018521697],"about_ca_topic_score_codex":0.00015983362,"about_ca_topic_score_gemma":0.000035188063,"teacher_disagreement_score":0.049704988,"about_ca_system_score_codex":0.0003145642,"about_ca_system_score_gemma":0.00001988212,"threshold_uncertainty_score":0.9511187},"labels":[],"label_agreement":null},{"id":"W6945167122","doi":"10.24435/materialscloud:5w-qf","title":"Developments and further applications of ephemeral data derived potentials","year":2023,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"","field":"","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":"Trinity College","funders":"","keywords":"Ephemeral key; Binary number; Scandium; Complement (music); Ranging; Transferability; Forcing (mathematics); Binary data","score_opus":0.06499037139201261,"score_gpt":0.33099060895100146,"score_spread":0.26600023755898883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945167122","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016302409,0.00025694532,0.00012833806,0.00004378413,0.00016130554,0.0009115788,0.99817246,0.00010502503,0.000057556674],"genre_scores_gemma":[0.00005066842,0.00046347178,0.0027281356,0.0000610499,0.00013866524,0.0002495997,0.9956795,0.0001555554,0.00047335235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726325,0.000110587076,0.00067476876,0.0009395646,0.00059857406,0.00041322943],"domain_scores_gemma":[0.99644357,0.00011558726,0.0005689277,0.0025728594,0.00015411864,0.0001449275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063043414,0.00042090644,0.0006127271,0.00036839122,0.00010596729,0.00006643186,0.0017753959,0.000332491,0.0002765232],"category_scores_gemma":[0.00019379111,0.00042971747,0.000050379225,0.00047572603,0.00019660729,0.0001926291,0.0023735566,0.00028669945,0.0137191415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024296995,0.00012780931,0.000048910017,0.0002617737,0.00035316063,0.0000073706606,0.000015707943,4.5126123e-7,0.00130867,0.000004673902,0.996014,0.0018331818],"study_design_scores_gemma":[0.0005574005,0.000010926826,0.0072669312,0.000088974135,0.00025184144,0.000007448751,0.00002183531,0.000005323437,0.000098856945,0.00009436738,0.991169,0.00042714065],"about_ca_topic_score_codex":0.0015742278,"about_ca_topic_score_gemma":0.0010653905,"teacher_disagreement_score":0.013442619,"about_ca_system_score_codex":0.000058490703,"about_ca_system_score_gemma":0.0002961695,"threshold_uncertainty_score":0.99981546},"labels":[],"label_agreement":null},{"id":"W6945301523","doi":"10.24435/materialscloud:44-c5","title":"Developments and further applications of ephemeral data derived potentials","year":2023,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"Kantian Philosophy and Modern Interpretations","field":"Arts and Humanities","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":"Trinity College","funders":"","keywords":"Ephemeral key; Binary number; Scandium; Complement (music); Ranging; Transferability; Forcing (mathematics); Binary data","score_opus":0.08252588270192661,"score_gpt":0.2907702268877922,"score_spread":0.20824434418586557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945301523","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032888544,0.000208478,0.00018660989,0.00018953104,0.0003315421,0.00033005176,0.9968476,0.00003693265,0.0018363281],"genre_scores_gemma":[0.001773201,0.0003051519,0.00020038747,0.00017920411,0.00036576093,0.00010241151,0.99515474,0.000028500493,0.0018906347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989013,0.00003115908,0.00036098826,0.00036311743,0.0001831149,0.00016033919],"domain_scores_gemma":[0.998839,0.00006524954,0.00021089127,0.0007346925,0.000099988356,0.00005018523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011282823,0.00019262134,0.00027557154,0.00015554063,0.00018121216,0.00009839704,0.00059097284,0.00009706775,0.0006113223],"category_scores_gemma":[0.00002975993,0.00018116488,0.000045371537,0.00003553929,0.00022576241,0.00016039342,0.000446081,0.00014541631,0.00059067894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007795254,0.00006603267,0.0000017573866,0.00019276293,0.00020797845,0.0000020506855,0.0008852681,2.0937044e-7,0.000015737032,0.0028158422,0.9944317,0.0013728779],"study_design_scores_gemma":[0.00015495543,0.00001400759,0.000072584284,0.00008263958,0.00013882288,0.0000014056675,0.00014464224,0.0000075306607,0.000008118906,0.002786419,0.9963893,0.0001995215],"about_ca_topic_score_codex":0.00084165926,"about_ca_topic_score_gemma":0.0022513925,"teacher_disagreement_score":0.0019576643,"about_ca_system_score_codex":0.000008628553,"about_ca_system_score_gemma":0.000079566984,"threshold_uncertainty_score":0.759218},"labels":[],"label_agreement":null},{"id":"W6945450956","doi":"10.24435/materialscloud:x1-d9","title":"Computational optimization of a drafter for spunbonding polymeric filaments","year":2025,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"Data Quality and Management","field":"Decision Sciences","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":"Computational fluid dynamics; Solver; Airflow; Drag; Breakage; Flow (mathematics); Set (abstract data type); Energy consumption; Finite element method","score_opus":0.10265269435027939,"score_gpt":0.428189467569574,"score_spread":0.3255367732192946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945450956","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017054458,0.00004591193,0.28509814,0.00026623742,0.000556686,0.0003575633,0.71342754,0.000007970809,0.0002382507],"genre_scores_gemma":[0.000025396092,0.000024511195,0.017990451,0.000902552,0.0000661753,0.00006421326,0.9755981,0.000005094316,0.0053234836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711144,0.00013610115,0.0008952085,0.0005266625,0.0011334768,0.00019711343],"domain_scores_gemma":[0.9971891,0.0012268687,0.0006163787,0.000703579,0.00021456601,0.000049504375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012920196,0.0001917442,0.0004421711,0.00063338934,0.000099508485,0.00020889084,0.001047242,0.00013714565,0.0010198371],"category_scores_gemma":[0.0014034597,0.00016577382,0.00016787715,0.0005953378,0.000067288136,0.0002354913,0.000528317,0.00009677047,0.000022986986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041724124,0.00009351781,0.000005099431,0.00012982743,0.0000571913,0.0000010364486,0.000015658346,0.014334828,4.4141456e-7,0.00041423837,0.9774997,0.007406737],"study_design_scores_gemma":[0.0004387837,0.000045277007,0.000075656026,0.00010299898,0.00006847754,4.1108498e-7,0.00006199238,0.008654911,0.000003972771,0.0026410487,0.9877449,0.0001615186],"about_ca_topic_score_codex":0.00010786851,"about_ca_topic_score_gemma":0.000023092265,"teacher_disagreement_score":0.26710767,"about_ca_system_score_codex":0.000047572932,"about_ca_system_score_gemma":0.0001398895,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W7107871257","doi":"10.24435/materialscloud:v7-9t","title":"Antagonistic impact of thermal expansion and phonon anharmonicity on the phonon-limited resistivity of elemental metals from first principles","year":2025,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"","field":"","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":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Anharmonicity; Electrical resistivity and conductivity; Thermal expansion; Coupling (piping); Boltzmann equation; Boltzmann constant; Phonon","score_opus":0.037616143289689104,"score_gpt":0.2977171450910935,"score_spread":0.2601010018014044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107871257","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45567888,0.00026226233,0.000002449982,0.000021131886,0.0001158105,0.00071536726,0.5431048,0.000025919608,0.00007334978],"genre_scores_gemma":[0.40818736,0.00024633086,0.000057916037,0.00002771203,0.000069985705,0.000049964758,0.59128296,0.000049432656,0.00002836573],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99525696,0.00086998596,0.0012222037,0.0010474809,0.0009939807,0.0006093924],"domain_scores_gemma":[0.9932722,0.0025109537,0.001701235,0.0021502408,0.00020642387,0.00015897106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014953698,0.0009628555,0.0016301549,0.0004532776,0.00030404044,0.000085673535,0.0011024987,0.0004915856,0.0011289837],"category_scores_gemma":[0.0012468409,0.00065620156,0.0005623197,0.0005121331,0.00059858535,0.000163035,0.0009945412,0.00086099096,0.000050332295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037347993,0.0014487389,0.0018254651,0.0005362844,0.001833606,0.000028183402,0.00008176068,0.00012540427,0.046831697,0.000014183128,0.9432886,0.0002512618],"study_design_scores_gemma":[0.005525025,0.0015498977,0.7789978,0.0030382872,0.0033949884,0.000009083381,0.00011777347,0.0014330702,0.11691041,0.000093590235,0.08702538,0.0019047273],"about_ca_topic_score_codex":0.023809643,"about_ca_topic_score_gemma":0.0019377902,"teacher_disagreement_score":0.8562632,"about_ca_system_score_codex":0.00052207074,"about_ca_system_score_gemma":0.0006024807,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W7107871274","doi":"10.24435/materialscloud:39-kw","title":"FlashMD: long-stride, universal prediction of molecular dynamics","year":2025,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"","field":"","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":"Vector Institute; Western University","funders":"","keywords":"Molecular dynamics; Interatomic potential; Action (physics); Scale (ratio); Physical system; Hamiltonian (control theory); Scripting language","score_opus":0.005948927271625474,"score_gpt":0.22792417976984491,"score_spread":0.22197525249821945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107871274","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056394556,0.00016064537,0.0006502432,0.000029222421,0.0010045195,0.0005670544,0.99549216,0.00016152936,0.001370662],"genre_scores_gemma":[0.00019019599,0.000110802685,0.00018885148,0.000037203055,0.000104885585,0.000019177603,0.996837,0.00007370857,0.0024381361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698275,0.00021461624,0.00067734084,0.00075942726,0.00088039343,0.0004854646],"domain_scores_gemma":[0.99704236,0.0001160588,0.0006234392,0.0017111235,0.0003592491,0.00014778138],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037665505,0.0005871913,0.0007578058,0.0010167002,0.00006889063,0.000044464596,0.0010483167,0.0009125001,0.0002953853],"category_scores_gemma":[0.00035738165,0.0006860322,0.00031677657,0.0008612725,0.00021024588,0.00017778027,0.00053658703,0.0008992142,0.00036440443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015786561,0.00021330355,0.00013558748,0.00063212094,0.0003967144,0.00019192758,0.000004885088,0.0002632007,0.00013956378,0.00019158423,0.99735445,0.00031879026],"study_design_scores_gemma":[0.0014975452,0.00015667465,0.0011452499,0.0005563166,0.0010755276,0.000018923822,0.000024610297,0.0020554499,0.0003118629,0.00007193418,0.99256307,0.00052284857],"about_ca_topic_score_codex":0.0012865504,"about_ca_topic_score_gemma":0.0011843173,"teacher_disagreement_score":0.0047914,"about_ca_system_score_codex":0.0014578742,"about_ca_system_score_gemma":0.001224578,"threshold_uncertainty_score":0.9995591},"labels":[],"label_agreement":null},{"id":"W7107879300","doi":"10.24435/materialscloud:b7-xq","title":"FlashMD: long-stride, universal prediction of molecular dynamics","year":2025,"lang":"en","type":"dataset","venue":"NCCR MARVEL","topic":"","field":"","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":"Vector Institute; Western University","funders":"","keywords":"Molecular dynamics; Interatomic potential; Action (physics); Scale (ratio); Physical system; Hamiltonian (control theory); Scripting language","score_opus":0.005948927271625474,"score_gpt":0.22792417976984491,"score_spread":0.22197525249821945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107879300","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056394556,0.00016064537,0.0006502432,0.000029222421,0.0010045195,0.0005670544,0.99549216,0.00016152936,0.001370662],"genre_scores_gemma":[0.00019019599,0.000110802685,0.00018885148,0.000037203055,0.000104885585,0.000019177603,0.996837,0.00007370857,0.0024381361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698275,0.00021461624,0.00067734084,0.00075942726,0.00088039343,0.0004854646],"domain_scores_gemma":[0.99704236,0.0001160588,0.0006234392,0.0017111235,0.0003592491,0.00014778138],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037665505,0.0005871913,0.0007578058,0.0010167002,0.00006889063,0.000044464596,0.0010483167,0.0009125001,0.0002953853],"category_scores_gemma":[0.00035738165,0.0006860322,0.00031677657,0.0008612725,0.00021024588,0.00017778027,0.00053658703,0.0008992142,0.00036440443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015786561,0.00021330355,0.00013558748,0.00063212094,0.0003967144,0.00019192758,0.000004885088,0.0002632007,0.00013956378,0.00019158423,0.99735445,0.00031879026],"study_design_scores_gemma":[0.0014975452,0.00015667465,0.0011452499,0.0005563166,0.0010755276,0.000018923822,0.000024610297,0.0020554499,0.0003118629,0.00007193418,0.99256307,0.00052284857],"about_ca_topic_score_codex":0.0012865504,"about_ca_topic_score_gemma":0.0011843173,"teacher_disagreement_score":0.0047914,"about_ca_system_score_codex":0.0014578742,"about_ca_system_score_gemma":0.001224578,"threshold_uncertainty_score":0.9995591},"labels":[],"label_agreement":null}]}