{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"c09cfd104264","filters":{"venue":"NCCR MARVEL"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Ephemeral key; Binary number; Scandium; Complement (music); Ranging; Transferability; Forcing (mathematics); Binary data","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08252588270192661,"gpt":0.2907702268877922,"spread":0.2082443441858656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001128282,0.0001926213,0.0002755715,0.0001555406,0.0001812122,0.00009839704,0.0005909728,0.00009706775,0.0006113223],"category_scores_gemma":[0.00002975993,0.0001811649,0.00004537154,0.00003553929,0.0002257624,0.0001603934,0.000446081,0.0001454163,0.0005906789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008628553,"about_ca_system_score_gemma":0.00007956698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008416593,"about_ca_topic_score_gemma":0.002251392,"domain_scores_codex":[0.9989013,0.00003115908,0.0003609883,0.0003631174,0.0001831149,0.0001603392],"domain_scores_gemma":[0.998839,0.00006524954,0.0002108913,0.0007346925,0.00009998836,0.00005018523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007795254,0.00006603267,0.000001757387,0.0001927629,0.0002079784,0.000002050685,0.0008852681,2.093704e-7,0.00001573703,0.002815842,0.9944317,0.001372878],"study_design_scores_gemma":[0.0001549554,0.00001400759,0.00007258428,0.00008263958,0.0001388229,0.000001405667,0.0001446422,0.000007530661,0.000008118906,0.002786419,0.9963893,0.0001995215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003288854,0.000208478,0.0001866099,0.000189531,0.0003315421,0.0003300518,0.9968476,0.00003693265,0.001836328],"genre_scores_gemma":[0.001773201,0.0003051519,0.0002003875,0.0001792041,0.0003657609,0.0001024115,0.9951547,0.00002850049,0.001890635],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.001957664,"threshold_uncertainty_score":0.759218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Flue gas; Bar (unit); Vacuum swing adsorption; Adsorption; Desorption; Carbon dioxide; Swing; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02429860579772982,"gpt":0.2785737474864965,"spread":0.2542751416887667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002753991,0.0003150265,0.0004580153,0.00005886896,0.00006635037,0.00003875226,0.0008096739,0.001347548,0.0002486811],"category_scores_gemma":[0.0003781882,0.0002841953,0.0001438492,0.00008394809,0.00007455886,0.000006599385,0.0003528814,0.000368409,0.00003621682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002411895,"about_ca_system_score_gemma":0.0003175196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005079801,"about_ca_topic_score_gemma":0.0002017094,"domain_scores_codex":[0.9985199,0.00008597726,0.0003379539,0.0006185912,0.0001460028,0.0002915769],"domain_scores_gemma":[0.9976165,0.00006513095,0.0003167911,0.0017556,0.0001880556,0.00005789954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001831541,0.00007600508,0.000002470939,0.0002192757,0.0002225141,0.000001461712,0.00000143071,0.0000599039,0.09720147,0.000008451388,0.9019301,0.00009377822],"study_design_scores_gemma":[0.0004308603,0.0002510848,0.00002129547,0.00006751105,0.0002359144,0.000008133525,0.000005581549,0.00005377545,0.008139807,0.00002941047,0.9904338,0.0003228904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006022702,0.0005331803,0.02602224,0.00003655305,0.0009491076,0.0006662268,0.9711559,0.000005996888,0.00002854612],"genre_scores_gemma":[0.0009396167,0.0008043348,0.002947276,0.0002022985,0.0005994837,0.00005045087,0.9935892,0.00004440697,0.0008229634],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08906167,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005948927271625474,"gpt":0.2279241797698449,"spread":0.2219752524982194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003766551,0.0005871913,0.0007578058,0.0010167,0.00006889063,0.0000444646,0.001048317,0.0009125001,0.0002953853],"category_scores_gemma":[0.0003573817,0.0006860322,0.0003167766,0.0008612725,0.0002102459,0.0001777803,0.000536587,0.0008992142,0.0003644044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457874,"about_ca_system_score_gemma":0.001224578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128655,"about_ca_topic_score_gemma":0.001184317,"domain_scores_codex":[0.9969828,0.0002146162,0.0006773408,0.0007594273,0.0008803934,0.0004854646],"domain_scores_gemma":[0.9970424,0.0001160588,0.0006234392,0.001711124,0.0003592491,0.0001477814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578656,0.0002133035,0.0001355875,0.0006321209,0.0003967144,0.0001919276,0.000004885088,0.0002632007,0.0001395638,0.0001915842,0.9973544,0.0003187903],"study_design_scores_gemma":[0.001497545,0.0001566747,0.00114525,0.0005563166,0.001075528,0.00001892382,0.0000246103,0.00205545,0.0003118629,0.00007193418,0.9925631,0.0005228486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005639456,0.0001606454,0.0006502432,0.00002922242,0.00100452,0.0005670544,0.9954922,0.0001615294,0.001370662],"genre_scores_gemma":[0.000190196,0.0001108027,0.0001888515,0.00003720306,0.0001048856,0.0000191776,0.996837,0.00007370857,0.002438136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0047914,"threshold_uncertainty_score":0.9995591,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0376161432896891,"gpt":0.2977171450910935,"spread":0.2601010018014044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00149537,0.0009628555,0.001630155,0.0004532776,0.0003040404,0.00008567354,0.001102499,0.0004915856,0.001128984],"category_scores_gemma":[0.001246841,0.0006562016,0.0005623197,0.0005121331,0.0005985853,0.000163035,0.0009945412,0.000860991,0.0000503323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220707,"about_ca_system_score_gemma":0.0006024807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380964,"about_ca_topic_score_gemma":0.00193779,"domain_scores_codex":[0.995257,0.000869986,0.001222204,0.001047481,0.0009939807,0.0006093924],"domain_scores_gemma":[0.9932722,0.002510954,0.001701235,0.002150241,0.0002064239,0.0001589711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003734799,0.001448739,0.001825465,0.0005362844,0.001833606,0.0000281834,0.00008176068,0.0001254043,0.0468317,0.00001418313,0.9432886,0.0002512618],"study_design_scores_gemma":[0.005525025,0.001549898,0.7789978,0.003038287,0.003394988,0.000009083381,0.0001177735,0.00143307,0.1169104,0.00009359024,0.08702538,0.001904727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4556789,0.0002622623,0.000002449982,0.00002113189,0.0001158105,0.0007153673,0.5431048,0.00002591961,0.00007334978],"genre_scores_gemma":[0.4081874,0.0002463309,0.00005791604,0.00002771203,0.0000699857,0.00004996476,0.591283,0.00004943266,0.00002836573],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8562632,"threshold_uncertainty_score":0.9997841,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005948927271625474,"gpt":0.2279241797698449,"spread":0.2219752524982194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003766551,0.0005871913,0.0007578058,0.0010167,0.00006889063,0.0000444646,0.001048317,0.0009125001,0.0002953853],"category_scores_gemma":[0.0003573817,0.0006860322,0.0003167766,0.0008612725,0.0002102459,0.0001777803,0.000536587,0.0008992142,0.0003644044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457874,"about_ca_system_score_gemma":0.001224578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128655,"about_ca_topic_score_gemma":0.001184317,"domain_scores_codex":[0.9969828,0.0002146162,0.0006773408,0.0007594273,0.0008803934,0.0004854646],"domain_scores_gemma":[0.9970424,0.0001160588,0.0006234392,0.001711124,0.0003592491,0.0001477814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578656,0.0002133035,0.0001355875,0.0006321209,0.0003967144,0.0001919276,0.000004885088,0.0002632007,0.0001395638,0.0001915842,0.9973544,0.0003187903],"study_design_scores_gemma":[0.001497545,0.0001566747,0.00114525,0.0005563166,0.001075528,0.00001892382,0.0000246103,0.00205545,0.0003118629,0.00007193418,0.9925631,0.0005228486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005639456,0.0001606454,0.0006502432,0.00002922242,0.00100452,0.0005670544,0.9954922,0.0001615294,0.001370662],"genre_scores_gemma":[0.000190196,0.0001108027,0.0001888515,0.00003720306,0.0001048856,0.0000191776,0.996837,0.00007370857,0.002438136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0047914,"threshold_uncertainty_score":0.9995591,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Ephemeral key; Binary number; Scandium; Complement (music); Ranging; Transferability; Forcing (mathematics); Binary data","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06499037139201261,"gpt":0.3309906089510015,"spread":0.2660002375589888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006304341,0.0004209064,0.0006127271,0.0003683912,0.0001059673,0.00006643186,0.001775396,0.000332491,0.0002765232],"category_scores_gemma":[0.0001937911,0.0004297175,0.00005037923,0.000475726,0.0001966073,0.0001926291,0.002373557,0.0002866994,0.01371914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000584907,"about_ca_system_score_gemma":0.0002961695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574228,"about_ca_topic_score_gemma":0.001065391,"domain_scores_codex":[0.9972633,0.0001105871,0.0006747688,0.0009395646,0.0005985741,0.0004132294],"domain_scores_gemma":[0.9964436,0.0001155873,0.0005689277,0.002572859,0.0001541186,0.0001449275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002429699,0.0001278093,0.00004891002,0.0002617737,0.0003531606,0.000007370661,0.00001570794,4.512612e-7,0.00130867,0.000004673902,0.996014,0.001833182],"study_design_scores_gemma":[0.0005574005,0.00001092683,0.007266931,0.00008897413,0.0002518414,0.000007448751,0.00002183531,0.000005323437,0.00009885694,0.00009436738,0.991169,0.0004271407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001630241,0.0002569453,0.0001283381,0.00004378413,0.0001613055,0.0009115788,0.9981725,0.000105025,0.00005755667],"genre_scores_gemma":[0.00005066842,0.0004634718,0.002728136,0.0000610499,0.0001386652,0.0002495997,0.9956795,0.0001555554,0.0004733524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01344262,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02287206268995943,"gpt":0.2476880355683826,"spread":0.2248159728784232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005963023,0.001101347,0.001277253,0.0006222366,0.0005305891,0.00024275,0.001634,0.0006825282,0.01927288],"category_scores_gemma":[0.0006357252,0.001132382,0.0004959849,0.0004843698,0.0001397564,0.0001546399,0.001851399,0.0009891922,0.0005085403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007084903,"about_ca_system_score_gemma":0.0003831764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004015042,"about_ca_topic_score_gemma":0.006609854,"domain_scores_codex":[0.9951703,0.0003368303,0.0008056748,0.001459335,0.001133142,0.001094725],"domain_scores_gemma":[0.9961701,0.0004494187,0.0007482076,0.002180386,0.0002002737,0.0002516293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005945951,0.0005765086,0.00003435391,0.0005185663,0.0003588237,0.00007320329,0.00005928329,0.0001887675,0.02026437,0.00001803983,0.9771474,0.0001660846],"study_design_scores_gemma":[0.002853201,0.0002124765,0.001118355,0.0001371662,0.0007710881,0.00001709881,0.00005471602,0.0002297954,0.000764726,0.0000518372,0.9924771,0.001312455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01874681,0.001371339,0.00004985177,0.00005898679,0.0008989066,0.001330141,0.9771363,0.0003380297,0.00006970616],"genre_scores_gemma":[0.0001674318,0.0006160904,0.0009537339,0.0004405635,0.0004870705,0.0008209627,0.9930997,0.0006356849,0.002778727],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01949964,"threshold_uncertainty_score":0.9991126,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166588294337182,"gpt":0.270528912747159,"spread":0.2538700833134408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007784347,0.0001460978,0.0001904743,0.00005984368,0.00007003973,0.0000241129,0.0002105555,0.0001220978,0.04974997],"category_scores_gemma":[0.00004307155,0.0001477172,0.00009035842,0.0002037015,0.00007713577,0.00006440804,0.0001762913,0.00006555225,0.00004498295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145642,"about_ca_system_score_gemma":0.00001988212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001598336,"about_ca_topic_score_gemma":0.00003518806,"domain_scores_codex":[0.9990754,0.00001776494,0.0002431469,0.0002422779,0.0002512214,0.0001701505],"domain_scores_gemma":[0.9995289,0.00006242707,0.0001754637,0.0001784936,0.00001412828,0.00004057021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002004888,0.00007846221,0.0001088649,0.00007524235,0.0000159421,4.968364e-7,0.000006908114,0.003744452,0.0000112947,0.00002191879,0.9955651,0.0003512436],"study_design_scores_gemma":[0.0004790697,0.00004193474,0.00157841,0.00005483283,0.00005266218,0.000001156207,0.00005025329,0.002190972,0.00003511765,0.00003075865,0.9952996,0.000185217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006533344,0.00003240219,0.007441144,0.0001027558,0.0002504448,0.0002904533,0.9905457,0.00001137459,0.001260401],"genre_scores_gemma":[0.0001378459,0.00004178561,0.001100877,0.000343623,0.00002258297,0.00006476685,0.9970896,0.000005069403,0.001193836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04970499,"threshold_uncertainty_score":0.9511187,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1026526943502794,"gpt":0.428189467569574,"spread":0.3255367732192946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00129202,0.0001917442,0.0004421711,0.0006333893,0.00009950848,0.0002088908,0.001047242,0.0001371456,0.001019837],"category_scores_gemma":[0.00140346,0.0001657738,0.0001678772,0.0005953378,0.00006728814,0.0002354913,0.000528317,0.00009677047,0.00002298699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004757293,"about_ca_system_score_gemma":0.0001398895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078685,"about_ca_topic_score_gemma":0.00002309227,"domain_scores_codex":[0.9971114,0.0001361012,0.0008952085,0.0005266625,0.001133477,0.0001971134],"domain_scores_gemma":[0.9971891,0.001226869,0.0006163787,0.000703579,0.000214566,0.00004950438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004172412,0.00009351781,0.000005099431,0.0001298274,0.0000571913,0.000001036449,0.00001565835,0.01433483,4.414146e-7,0.0004142384,0.9774997,0.007406737],"study_design_scores_gemma":[0.0004387837,0.00004527701,0.00007565603,0.000102999,0.00006847754,4.11085e-7,0.00006199238,0.008654911,0.000003972771,0.002641049,0.9877449,0.0001615186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001705446,0.00004591193,0.2850981,0.0002662374,0.000556686,0.0003575633,0.7134275,0.000007970809,0.0002382507],"genre_scores_gemma":[0.00002539609,0.0000245112,0.01799045,0.000902552,0.0000661753,0.00006421326,0.9755981,0.000005094316,0.005323484],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2671077,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}