{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":98,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":98,"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"},"query_hash":"0f02e8472ab9","filters":{"venue":"Maryland Shared Open Access Repository (USMAI Consortium)"}},"results":[{"id":"W2139386481","doi":"10.13016/m23zj3-ks6e","title":"Scantegrity II: End-to-End Verifiability for Optical Scan Election Systems using Invisible Ink Confirmation Codes","year":2008,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Waterloo","funders":"","keywords":"Ballot; Computer science; Voting; Precinct; Computer security; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.05960756393968283,"gpt":0.3244716208835386,"spread":0.2648640569438558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00110832,0.0003581717,0.0007159507,0.0002756024,0.001588918,0.003589993,0.002712609,0.000203906,0.00006122495],"category_scores_gemma":[0.0002023849,0.000329001,0.0001996892,0.0007064263,0.0001301269,0.003066112,0.001305898,0.0003214795,0.000008675742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757276,"about_ca_system_score_gemma":0.0005421557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003441862,"about_ca_topic_score_gemma":0.000333575,"domain_scores_codex":[0.9964261,0.0002829357,0.001064371,0.001055118,0.0005883172,0.000583145],"domain_scores_gemma":[0.9977258,0.0002530264,0.0004464118,0.0006397485,0.0006290464,0.0003060034],"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":[0.004534461,0.005636565,0.2195269,0.003013022,0.004006526,0.001193442,0.01903189,0.2459075,0.09392548,0.2610629,0.1039284,0.03823298],"study_design_scores_gemma":[0.0009086516,0.0002378063,0.01387505,0.0001751745,0.00008038047,0.0003455947,0.00009053129,0.9699699,0.009516517,0.00002684055,0.004144217,0.0006293211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7333998,0.0001105561,0.2598141,0.0002355918,0.001023567,0.001445117,0.00003808272,0.0001543053,0.00377882],"genre_scores_gemma":[0.9937406,0.00000690614,0.004834101,0.0002191157,0.0002562421,0.0001870929,0.00007881554,0.00002425833,0.0006528557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7240624,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105446206","doi":"10.13016/m2n3hq-f4vi","title":"Detection of polarized gamma-ray emission from the Crab nebula with the Hitomi Soft Gamma-ray Detector","year":2018,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Livermore National Laboratory; Japan Aerospace Exploration Agency; Eurostars; Japan Society for the Promotion of Science; Canadian Space Agency; Magyar Tudományos Akadémia; SLAC National Accelerator Laboratory; Smithsonian Astrophysical Observatory; Centre National d’Etudes Spatiales; Ministry of Education, Culture, Sports, Science and Technology; National Aeronautics and Space Administration; European Space Agency; Science Mission Directorate; University of Maryland, Baltimore County; Science and Technology Facilities Council; Strong; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Smithsonian Institution","keywords":"Physics; Crab Nebula; Crab Pulsar; Nebula; Astrophysics; Pulsar; Gamma ray; Photon; Polarization (electrochemistry); Linear polarization; Optics; Stars; Laser","retraction":null,"screen_n_in":null,"score":{"opus":0.01996470436413429,"gpt":0.2695413433372374,"spread":0.2495766389731031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002019899,0.0003666054,0.0004638277,0.00004529005,0.001263696,0.001247538,0.00208737,0.00008534952,0.0006183097],"category_scores_gemma":[0.000027578,0.0002018968,0.0001684736,0.0004339895,0.000369175,0.00103058,0.0007893275,0.0003918508,0.00002736745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000519041,"about_ca_system_score_gemma":0.0002145247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666043,"about_ca_topic_score_gemma":0.0001464206,"domain_scores_codex":[0.997741,0.0002913633,0.0005617079,0.0005874221,0.0004105239,0.000407991],"domain_scores_gemma":[0.9974454,0.0004423598,0.0006048417,0.00101226,0.000326086,0.0001690261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002424925,0.0004655022,0.2489163,0.00003110833,0.0008381164,0.00001216963,0.001418345,0.0003841117,0.723847,0.0001768835,0.008810503,0.01267511],"study_design_scores_gemma":[0.005143323,0.0006107431,0.7325283,0.0002886977,0.0006694616,0.00000275901,0.001181908,0.005563876,0.2099867,0.001065441,0.04178207,0.001176719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774357,0.00007141984,0.01574184,0.0008666624,0.0003811682,0.001110135,0.0001939715,0.00005355427,0.004145564],"genre_scores_gemma":[0.995842,0.000001079065,0.0002467072,0.0003297735,0.00125236,0.0001922725,0.0001255393,0.00004911038,0.001961201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138602,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099325562","doi":"10.13016/m2e9wg-gfjk","title":"The performance of the bolometer array and readout system during the 2012/2013 flight of the E and B experiment (EBEX)","year":2014,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Bolometer; Transition edge sensor; Physics; Cosmic microwave background; Amplifier; Squid; Telescope; Terahertz radiation; Polarization (electrochemistry); Optics; Optoelectronics; Detector","retraction":null,"screen_n_in":null,"score":{"opus":0.01267298456821508,"gpt":0.2529785809897816,"spread":0.2403055964215665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004061486,0.0001919441,0.0003031249,0.00002861651,0.0009935901,0.0004193837,0.001661337,0.00006332944,0.00002965977],"category_scores_gemma":[0.00001422401,0.00008172835,0.0000820079,0.0001501679,0.0004108644,0.0004058151,0.001203881,0.0002431835,0.000001401018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834199,"about_ca_system_score_gemma":0.00004250153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148519,"about_ca_topic_score_gemma":0.00003712477,"domain_scores_codex":[0.9985858,0.0002461582,0.0004436637,0.000296419,0.0001914804,0.0002364718],"domain_scores_gemma":[0.9983098,0.0002061051,0.0003866232,0.0009790057,0.00007783169,0.0000406335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004373955,0.00004076663,0.9421145,0.0001278586,0.0001891173,4.444738e-7,0.0009169449,0.000009011473,0.05325841,0.001531549,0.0006293923,0.001138281],"study_design_scores_gemma":[0.001272395,0.00008534473,0.294703,0.0004660998,0.0001554559,0.00007079307,0.005603269,0.0003747865,0.6854209,0.0001108893,0.01137482,0.000362213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929833,0.0005700467,0.000006225162,0.0006183557,0.0004375764,0.0006138668,0.00001162399,0.0000165685,0.004742428],"genre_scores_gemma":[0.9981625,0.00001557821,0.00001732453,0.00003161731,0.0001028176,0.0001237578,0.000001650793,0.00001660854,0.001528151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6474115,"threshold_uncertainty_score":0.7641992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099909990","doi":"10.13016/m2chkp-udyc","title":"The Gaia–WISE Extragalactic Astrometric Catalog","year":2018,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of California, Los Angeles; York University; Carnegie Mellon University; Office of Science; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; European Space Agency; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; Brookhaven National Laboratory; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Jet Propulsion Laboratory; Princeton University","keywords":"Sky; Physics; Astrophysics; Proper motion; Galaxy; Astronomy; Stars; Astrometry; Galactic plane; Stellar density; Active galactic nucleus; Multipole expansion; Quasar","retraction":null,"screen_n_in":null,"score":{"opus":0.03219487342337297,"gpt":0.306708018496738,"spread":0.2745131450733651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004113315,0.0004192382,0.0004985855,0.0001573068,0.001995829,0.003532372,0.00250284,0.00008115619,0.001566822],"category_scores_gemma":[0.00008365222,0.0002996104,0.0001556602,0.0006553105,0.0003876871,0.001156425,0.001256407,0.000341208,0.0003084784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712598,"about_ca_system_score_gemma":0.0002169263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417374,"about_ca_topic_score_gemma":0.0001192672,"domain_scores_codex":[0.9972826,0.0002021392,0.0006564551,0.0007172755,0.0004301092,0.0007114095],"domain_scores_gemma":[0.9973084,0.000751212,0.0004333,0.0009883868,0.0002745938,0.0002440493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918952,0.0001025404,0.931029,0.00001437146,0.0003419215,0.00003399867,0.0001659665,0.000002757267,0.00005070096,0.0001777843,0.06082399,0.007065095],"study_design_scores_gemma":[0.001157509,0.0001411375,0.9053019,0.00004234776,0.0001891817,0.00004969223,0.000176083,0.0001286946,0.001692623,0.0004944284,0.09009957,0.0005268386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1971571,0.001373497,0.0003247271,0.0006203385,0.002872068,0.001300588,0.00008467385,0.00009938893,0.7961676],"genre_scores_gemma":[0.9841713,0.00003419113,0.0001104869,0.0001998294,0.001345541,0.0001593227,0.0001653462,0.00004210769,0.01377193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7870141,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922217177","doi":"10.13016/m231pw-vd2z","title":"RESTORE: Automated Regression Testing for Datasets","year":2019,"lang":"en","type":"preprint","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Computer science; Set (abstract data type); Data mining; Process (computing); Scale (ratio); Quality (philosophy); Data set; Data quality; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.3693561605413949,"gpt":0.5077334092430275,"spread":0.1383772487016326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.007178848,0.0008664907,0.001742762,0.0006833816,0.001031105,0.02463821,0.01978722,0.000643882,0.0005610415],"category_scores_gemma":[0.008431799,0.0006635574,0.0003444259,0.0008904537,0.0002001446,0.004087115,0.03872478,0.0008610364,0.0003109369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594287,"about_ca_system_score_gemma":0.001110635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838809,"about_ca_topic_score_gemma":0.0001856702,"domain_scores_codex":[0.9892733,0.001209747,0.002907007,0.003389917,0.002359834,0.0008602488],"domain_scores_gemma":[0.9852051,0.003998858,0.003165986,0.006216902,0.0009933402,0.0004198757],"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":[0.0005026866,0.0001924013,0.01721279,0.0004664462,0.0001742552,0.000172348,0.0001107766,0.001005593,0.0003074644,0.0001535381,0.9716377,0.008064053],"study_design_scores_gemma":[0.00321408,0.0002548491,0.07625815,0.002316494,0.0003958177,0.00007145351,0.0002804964,0.05629149,0.001477392,0.009772042,0.8473597,0.002308086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2915374,0.005193754,0.02163726,0.01600021,0.06688587,0.06992038,0.1417549,0.006677345,0.3803929],"genre_scores_gemma":[0.7199289,0.0001624325,0.04021418,0.009304158,0.002995356,0.007038997,0.08567151,0.0006439381,0.1340405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4283915,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7078699003","doi":"10.13016/m2ki7h-hssg","title":"The Baryonic Collapse Efficiency of Galaxy Groups in the RESOLVE and ECO Surveys","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; York University; Carnegie Mellon University; Office of Science; Johns Hopkins University; College of Engineering, Michigan State University; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Yale University; Vanderbilt University; National Science Foundation; University of Washington; Alfred P. Sloan Foundation; Brookhaven National Laboratory; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; Princeton University","keywords":"Baryon; Halo; Galaxy; Cold dark matter; Dark matter; Galaxy formation and evolution","retraction":null,"screen_n_in":null,"score":{"opus":0.03527855995128064,"gpt":0.3041323808970225,"spread":0.2688538209457419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.003382162,0.0002111746,0.0003255707,0.00004939653,0.001813288,0.005703548,0.01030651,0.0001048152,0.00002071915],"category_scores_gemma":[0.0006255789,0.0001274862,0.00006579957,0.0002338069,0.0003769412,0.001410888,0.004083335,0.0002772795,0.000002577013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548865,"about_ca_system_score_gemma":0.0001982339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124473,"about_ca_topic_score_gemma":0.0003036386,"domain_scores_codex":[0.9974599,0.0006535098,0.0005502089,0.0005920064,0.0003397044,0.0004046794],"domain_scores_gemma":[0.9963314,0.0007529634,0.0005551354,0.002109903,0.0001648334,0.0000857944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770323,0.0002890894,0.9577322,0.0002123649,0.0001023574,0.0006138135,0.002065157,0.0001252012,0.002826152,0.008922236,0.01896655,0.007967823],"study_design_scores_gemma":[0.0009278739,0.00007608235,0.9796972,0.0000947478,0.00001317422,0.0001451895,0.0001549504,0.00373877,0.003367176,0.002048117,0.009450277,0.0002864593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515249,0.00115198,0.001319664,0.008811691,0.0009300815,0.001692701,0.00002293274,0.00005408497,0.2344919],"genre_scores_gemma":[0.996338,0.00007741431,0.0001502638,0.0001297348,0.00005047747,0.00009541991,0.000005799765,0.000004212361,0.003148703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244813,"threshold_uncertainty_score":0.9994862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2214765972","doi":"10.13016/m25m6p","title":"Taxonomic revision of Nylanderia (Hymenoptera: Formicidae) in the Nearctic region","year":2013,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hymenoptera; Nearctic ecozone; Taxonomy (biology); Geography; Ecology; Zoology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.03398467404714192,"gpt":0.3055260493073112,"spread":0.2715413752601693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002128264,0.0001801713,0.0002636625,0.000062827,0.0002061981,0.0004189542,0.001297058,0.0001840768,0.0002164215],"category_scores_gemma":[0.00003103545,0.0001269723,0.00008476512,0.0001136821,0.00009737049,0.0001035571,0.0005330169,0.0001631179,0.0000167598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806989,"about_ca_system_score_gemma":0.00008802788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619842,"about_ca_topic_score_gemma":0.00009857376,"domain_scores_codex":[0.9986277,0.0001846669,0.0004581159,0.000365133,0.00009870996,0.0002657343],"domain_scores_gemma":[0.9990783,0.00003470356,0.0002394851,0.0005181392,0.00007849482,0.00005089657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000656514,0.0004569072,0.6323032,0.000121775,0.0000766853,0.00008918252,0.0003123733,0.00002547553,0.3070596,0.00008050531,0.05281789,0.005999933],"study_design_scores_gemma":[0.004128366,0.001099434,0.6798425,0.0002206807,0.0001318687,0.0005484665,0.0007255123,0.0001737947,0.2751687,0.0002786465,0.03669927,0.0009827502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900818,0.0002834832,0.00002990113,0.0003090143,0.000200237,0.001062786,0.000005656083,0.000006324155,0.008020754],"genre_scores_gemma":[0.9974266,0.00008077563,0.00007985657,0.0005424687,0.0001155416,0.000157735,0.0001225788,0.0000141762,0.001460319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04753926,"threshold_uncertainty_score":0.5177779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7077273562","doi":"10.13016/m2ppvn-6lis","title":"After the night-lights are lit","year":2022,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Guard (computer science); Harm; Perspective (graphical); Narrative","retraction":null,"screen_n_in":null,"score":{"opus":0.02949342839530198,"gpt":0.2791239337253476,"spread":0.2496305053300456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0005758273,0.0002889489,0.0003471664,0.00007683835,0.001844144,0.003896799,0.009476165,0.00007711853,0.001750204],"category_scores_gemma":[0.00006239025,0.0002085274,0.0001369697,0.0005991968,0.00009269942,0.001606243,0.01102335,0.0005108708,0.00004098949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008961542,"about_ca_system_score_gemma":0.0002020086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057166,"about_ca_topic_score_gemma":0.00002890749,"domain_scores_codex":[0.9971183,0.0004072439,0.0005050771,0.0009090102,0.0005558823,0.0005045056],"domain_scores_gemma":[0.9974453,0.0001868892,0.0003866057,0.001668526,0.0001497977,0.0001629033],"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":[0.001039081,0.00100456,0.3690357,0.0002957664,0.0005505854,0.01404863,0.004215622,0.002295782,0.003047254,0.005633597,0.5944992,0.004334246],"study_design_scores_gemma":[0.0008291755,0.0000877088,0.1327754,0.00005119524,0.00003485183,0.00156603,0.0002064466,0.002691851,0.003958435,0.003913362,0.853143,0.0007425718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4736522,0.002439687,0.002630594,0.05116088,0.004761676,0.003229416,0.0001452719,0.0007007133,0.4612796],"genre_scores_gemma":[0.9509298,0.000005544467,0.0002491437,0.002802653,0.0001220676,0.0009999728,0.00002459856,0.000008877414,0.04485739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4772775,"threshold_uncertainty_score":0.9994553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941110600","doi":"10.13016/m2nrm8-82t5","title":"Recommendation to Provost Adding Finance as an Economic in Group III B and C, 2014 - 2015","year":2015,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Group (periodic table); Class (philosophy); Financial Audit; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.02740263235970926,"gpt":0.3107676710408868,"spread":0.2833650386811775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003205712,0.0003325396,0.0004907963,0.0001026028,0.0001873444,0.001625943,0.001090878,0.0002752505,0.02580295],"category_scores_gemma":[0.0000462887,0.0001774045,0.00004112643,0.0001633333,0.00001220667,0.001109626,0.000694931,0.0002555006,0.0005664017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080196,"about_ca_system_score_gemma":0.00006926146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06100415,"about_ca_topic_score_gemma":0.03298628,"domain_scores_codex":[0.9980886,0.0001875442,0.0004578943,0.0008210041,0.000123868,0.00032107],"domain_scores_gemma":[0.998934,0.0002578786,0.0003445372,0.0001725638,0.00004084766,0.0002501888],"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":[0.0002248895,0.00006317886,0.01155928,0.00001423026,0.00002077709,0.00002982304,0.00004014905,0.000003203872,0.0007731115,0.00005664108,0.9806893,0.006525451],"study_design_scores_gemma":[0.0001960163,0.0002036383,0.003672051,0.0002488927,0.00001896346,0.00007381751,0.00005983992,0.00009570427,0.00005921046,0.00008088678,0.9948199,0.0004710426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06102189,0.0006280217,0.000001561223,0.0009743291,0.001570734,0.002319761,0.006482361,0.0001294705,0.9268719],"genre_scores_gemma":[0.07068916,0.003092084,0.0004226273,0.002190958,0.002790422,0.001145125,0.05283015,0.00009602854,0.8667434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06012843,"threshold_uncertainty_score":0.9994105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959816442","doi":"10.13016/m2qc9a-s9ls","title":"A new approach to estimating the albedo for snow-covered surfaces in the satellite UV method","year":2003,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Albedo (alchemy); Satellite; Snow; Irradiance; Radiometry; Snow cover","retraction":null,"screen_n_in":null,"score":{"opus":0.07662059225028625,"gpt":0.3192316091864856,"spread":0.2426110169361994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001010762,0.000458686,0.000616056,0.00004163313,0.0004365699,0.00265657,0.004227034,0.0003257998,0.0007228949],"category_scores_gemma":[0.0001492228,0.0001561612,0.0001634808,0.0005151829,0.0000464759,0.0001972638,0.0005580206,0.0003179752,0.00002227767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003298972,"about_ca_system_score_gemma":0.00009964065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007729121,"about_ca_topic_score_gemma":0.002735915,"domain_scores_codex":[0.997071,0.000694791,0.0005555582,0.0008561351,0.0003103348,0.0005122331],"domain_scores_gemma":[0.9976403,0.001342128,0.0004577115,0.0003622028,0.00004313287,0.0001545504],"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":[0.000209765,0.0001552883,0.006678862,0.00009420676,0.0001521093,0.00002094449,0.0002876178,0.000445606,0.001231478,0.0001755563,0.9456687,0.04487985],"study_design_scores_gemma":[0.0003388182,0.00006576755,0.008433104,0.0001828488,0.00007707678,0.00005733592,0.0001337931,0.0004503695,0.000347073,0.0002017116,0.989177,0.0005350321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003181014,0.002167269,0.001643984,0.001338771,0.000902752,0.007644923,0.001121477,0.00007915726,0.9819207],"genre_scores_gemma":[0.01088953,0.0003294739,0.0992435,0.007299001,0.002978954,0.002892346,0.002615845,0.0001036312,0.8736477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082729,"threshold_uncertainty_score":0.9988785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941044870","doi":"10.13016/m2duka-vqap","title":"APEM — Approximate Performance Evaluation for Multi-Core Computers","year":2019,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Maryland, Baltimore County","keywords":"Computer performance; Benchmark (surveying); Computer Applications; Performance improvement; Value (mathematics); Central processing unit; Approximation algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.09548920611245874,"gpt":0.3314636509510391,"spread":0.2359744448385803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004225384,0.0002245385,0.0003073085,0.00002912427,0.0004710847,0.001405628,0.001235697,0.0001170783,0.004043329],"category_scores_gemma":[0.00006204377,0.000104326,0.0001189192,0.0002179261,0.000009988417,0.001452373,0.0004350703,0.0001500962,0.000236349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005897143,"about_ca_system_score_gemma":0.00004362077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008716823,"about_ca_topic_score_gemma":0.0001150099,"domain_scores_codex":[0.9983155,0.00009275847,0.0004119448,0.0005575037,0.000283492,0.000338768],"domain_scores_gemma":[0.9985314,0.0006703108,0.0002571769,0.0001697936,0.0002446715,0.0001266657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008474208,0.0002902041,0.8259162,0.0001194736,0.0001099835,0.000009861844,0.0001120377,0.000417372,0.09320417,0.0001522762,0.0411994,0.03762157],"study_design_scores_gemma":[0.001507566,0.0005422747,0.446402,0.0004115519,0.0001432738,0.0001559165,0.00016355,0.4072374,0.008652129,0.0001320958,0.1335765,0.001075676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833031,0.0001458717,0.00005405635,0.000168619,0.001378326,0.002732071,0.0007520824,0.00007498467,0.01139086],"genre_scores_gemma":[0.9891575,0.00006959119,0.0006102271,0.0005211693,0.0002654324,0.0004909941,0.004401391,0.00000433064,0.004479368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40682,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1516307353","doi":"10.13016/m2hd7nt8k","title":"Exploring location patterns of gasoline stations on Virginia’s Eastern Shore: Field logistics and lessons learned","year":2014,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Shore; Field (mathematics); Geography; Oceanography; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.1953229984771145,"gpt":0.3260142215784489,"spread":0.1306912231013345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559527,0.0002445162,0.0003682017,0.0001360226,0.0001275849,0.0004432581,0.000645934,0.00009808267,0.00007563727],"category_scores_gemma":[0.00009018565,0.0002376441,0.00004354362,0.0001521295,0.00005892884,0.0006537648,0.0001545045,0.0002458227,0.000007681799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003774104,"about_ca_system_score_gemma":0.00004101835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005214504,"about_ca_topic_score_gemma":0.0002368641,"domain_scores_codex":[0.9985982,0.00005827956,0.0005332517,0.0003447241,0.0002059809,0.0002596242],"domain_scores_gemma":[0.9988759,0.0002735241,0.0001246565,0.0004632548,0.0001180306,0.000144701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008318185,0.0006393477,0.7999976,0.002589223,0.0006615684,0.0002433001,0.003180334,0.1142512,0.006722517,0.01221048,0.006222596,0.05245],"study_design_scores_gemma":[0.004232467,0.0008270844,0.7309144,0.001291211,0.0004899016,0.00005381972,0.0004977526,0.2061642,0.03311202,0.00117832,0.01918918,0.002049678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7683671,0.0002538216,0.2031477,0.0007328493,0.00129014,0.0008480033,0.0003341871,0.0003028853,0.02472335],"genre_scores_gemma":[0.9984206,0.0002324044,0.000313165,0.0001383587,0.0001333917,0.00008644634,0.0001666749,0.00004350174,0.0004654711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2300535,"threshold_uncertainty_score":0.9690846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013027332","doi":"10.13016/m2pk07539","title":"Using Historical Data for Retrospective Prediction of Rainfall In the Midwest","year":2018,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Security Agency; Centre International de Recherche sur le Cancer; University of Maryland, Baltimore County; U.S. Department of Defense; National Science Foundation","keywords":"Climatology; Geography; Computer science; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.1221168459808607,"gpt":0.362229523604219,"spread":0.2401126776233583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578479,0.0001411011,0.0003063616,0.00006357172,0.0003797564,0.0002302858,0.002907854,0.00012135,0.0006552249],"category_scores_gemma":[0.0001792627,0.0001053762,0.00005916124,0.000443326,0.0002707407,0.001497628,0.001477158,0.000148927,0.00000993442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465218,"about_ca_system_score_gemma":0.00004915033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007660672,"about_ca_topic_score_gemma":0.00211968,"domain_scores_codex":[0.9982195,0.0002129523,0.0004829812,0.000578011,0.0002656965,0.0002408769],"domain_scores_gemma":[0.9985126,0.0001428429,0.0002756811,0.0009791527,0.00003547241,0.00005427041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003138826,0.000181899,0.9547157,0.00001207202,0.00005838195,0.00002084347,0.0005938224,0.0001470704,0.003898864,0.0000253885,0.03981784,0.0002142536],"study_design_scores_gemma":[0.001552124,0.0002834446,0.9018106,0.00003824286,0.0002611628,0.00006741266,0.00008335676,0.04260908,0.001786714,0.001218326,0.04996814,0.0003213533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954982,0.00008977305,0.002239958,0.0006780281,0.0005243565,0.001223922,0.0002675881,0.00002298929,0.03997142],"genre_scores_gemma":[0.9974933,0.000006042095,0.0008315541,0.0002925181,0.0001826102,0.00005925641,0.0001334433,0.00001130452,0.0009899436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05290504,"threshold_uncertainty_score":0.9989474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959920398","doi":"10.13016/m2fmtk-b2dz","title":"Relationships Between Necessary Conditions for Feedback Stabilizability","year":2024,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Banff International Research Station for Mathematical Innovation and Discovery; Michigan Technological University","keywords":"Bundle; Set (abstract data type); Space (punctuation); State (computer science); State space; Stability (learning theory); Control theory (sociology)","retraction":null,"screen_n_in":null,"score":{"opus":0.08796421051909967,"gpt":0.3594797683348066,"spread":0.2715155578157069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005002246,0.0002235988,0.0002694056,0.00007824282,0.0006802927,0.001762871,0.001019191,0.0002482885,0.0002221949],"category_scores_gemma":[0.000168081,0.000207493,0.0001537557,0.0001567647,0.0001143429,0.00008018739,0.0007151798,0.0002034167,0.00002297708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002587994,"about_ca_system_score_gemma":0.000259314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001622075,"about_ca_topic_score_gemma":0.00003658993,"domain_scores_codex":[0.9982489,0.000172336,0.0004071285,0.0007145803,0.0001535265,0.0003035296],"domain_scores_gemma":[0.9988998,0.0001981341,0.00009858829,0.0004668796,0.0001459637,0.0001907054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003192133,0.0001760728,0.5272228,0.0005855634,0.0005073826,0.00003865359,0.0002159745,0.0001516394,0.05586144,0.0005418918,0.4131495,0.001229921],"study_design_scores_gemma":[0.001785537,0.0004358766,0.3773477,0.0002946412,0.0003887717,0.00008275233,0.0005679708,0.0006214553,0.03537988,0.00295522,0.5789815,0.00115878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967298,0.001188746,0.001494377,0.0009125151,0.000659384,0.001286008,0.002429149,0.00008589482,0.02464588],"genre_scores_gemma":[0.9884598,0.00005064455,0.0003528502,0.0001535382,0.0004040274,0.0001500228,0.00242749,0.00002505583,0.007976527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658319,"threshold_uncertainty_score":0.9992734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6960370007","doi":"10.13016/m2t6ql-o5xd","title":"Provost Announcements to the Faculty Senate, February 23, 2021 Meeting, 2020-2021","year":2021,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subpoena; Work (physics); Mistake; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.04198960146624384,"gpt":0.3065968572663152,"spread":0.2646072558000714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003942346,0.0006286615,0.0007996109,0.00004526731,0.0007376089,0.00314917,0.003466434,0.00050373,0.01558198],"category_scores_gemma":[0.00006356763,0.0002503986,0.0002381557,0.0007039389,0.0001034718,0.0001891019,0.003096283,0.0004346406,0.0002522453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005095007,"about_ca_system_score_gemma":0.000144389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0096909,"about_ca_topic_score_gemma":0.01344871,"domain_scores_codex":[0.9962767,0.000429231,0.0006623657,0.001368113,0.0005524151,0.0007111278],"domain_scores_gemma":[0.9984133,0.00008973332,0.0004690878,0.0004882024,0.0002122885,0.0003274076],"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":[0.00007009416,0.0001559716,0.01135177,0.00004856006,0.0001579385,0.0004236593,0.00006504342,0.000003718022,0.03737681,0.000005074535,0.9430016,0.0073397],"study_design_scores_gemma":[0.0003266894,0.0001466084,0.02727695,0.0004764116,0.0000817584,0.00008526484,0.0001233289,0.000008130969,0.002662871,0.00001426699,0.9680742,0.0007235052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06564288,0.008271554,0.000003214292,0.00700962,0.003621049,0.004049124,0.00376912,0.0001032958,0.9075301],"genre_scores_gemma":[0.01780034,0.00101202,0.0001808216,0.00263968,0.004286014,0.0006664114,0.01143789,0.00005862731,0.9619182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05438805,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6884855956","doi":"10.13016/m2a2zk-kv7v","title":"Intercontinental Chemical Transport Experiment Ozonesonde Network Study (IONS) 2004: 2. Tropospheric ozone budgets and variability over northeastern North America","year":2007,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ozone layer; Limiting; TSG101; Occlusive arterial disease","retraction":null,"screen_n_in":null,"score":{"opus":0.01575690705009204,"gpt":0.2703348552837808,"spread":0.2545779482336888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005404077,0.0005282108,0.0007499414,0.00001465892,0.0005265123,0.0008162005,0.001464867,0.0001514797,0.003656818],"category_scores_gemma":[0.00003167332,0.000456211,0.0001377389,0.0004594225,0.0003359556,0.001234884,0.0003642953,0.0004073679,0.00002272239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004043254,"about_ca_system_score_gemma":0.0001230728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008121454,"about_ca_topic_score_gemma":0.002826024,"domain_scores_codex":[0.9963269,0.0001683207,0.001038479,0.001153184,0.0005083901,0.0008047018],"domain_scores_gemma":[0.9980718,0.0002195703,0.0003781863,0.0006827243,0.00008381736,0.000563856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001051641,0.0004436262,0.991861,0.00003802199,0.0001401949,0.0003973517,0.0005951183,0.0003392023,0.0005924163,5.64522e-7,0.0007460971,0.003794718],"study_design_scores_gemma":[0.001781693,0.0002379429,0.991689,0.00004653198,0.0001083705,0.0001071623,0.0006309572,0.0007694655,0.0008182579,0.00001793285,0.003109154,0.0006835724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988906,0.0005264092,0.0006848815,0.00006862514,0.0004951986,0.00131358,0.0001094672,0.00009185937,0.007804027],"genre_scores_gemma":[0.9970226,0.00001863754,0.0007006582,0.0002859021,0.0003895966,0.00003469761,0.0004138533,0.00002114357,0.001112904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008116656,"threshold_uncertainty_score":0.9997889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6903644948","doi":"10.13016/m2mbb0-wmb6","title":"Teaching Java™: Managing Instructional Tactics to Optimize Student Learning","year":2007,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Convention; Time management; Experiential learning; Information management; Problem-based learning; Teaching method","retraction":null,"screen_n_in":null,"score":{"opus":0.03772345035020433,"gpt":0.3751708158899545,"spread":0.3374473655397502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001792632,0.001533083,0.001839787,0.002949125,0.001416942,0.009361215,0.007383078,0.0008502692,0.009051482],"category_scores_gemma":[0.0003082404,0.0016082,0.0003763742,0.001062446,0.0002009097,0.002091458,0.007799474,0.002965898,0.002176783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202944,"about_ca_system_score_gemma":0.0005814229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009727872,"about_ca_topic_score_gemma":0.0005518948,"domain_scores_codex":[0.991041,0.0009578221,0.001796866,0.002564482,0.00210982,0.001529999],"domain_scores_gemma":[0.9944955,0.000327361,0.002088094,0.001835711,0.0002815117,0.0009717879],"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":[0.0007654232,0.000443787,0.04157102,0.0003731718,0.001690648,0.002028509,0.0005752071,0.002498492,0.0007898642,0.0003326843,0.9416084,0.00732274],"study_design_scores_gemma":[0.002359104,0.0001185471,0.007177504,0.001355888,0.0004480513,0.000579794,0.0003988504,0.0004040334,0.0001979099,0.00002844378,0.9846728,0.002259029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003901039,0.0005866892,0.0007542999,0.0002651262,0.003413657,0.003944774,0.000322966,0.001337361,0.9854741],"genre_scores_gemma":[0.007553657,0.00003843773,0.01229109,0.0008363769,0.002435851,0.0005352966,0.0008912208,0.003047364,0.9723707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04306439,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6884834772","doi":"10.13016/m2pnic-e9x5","title":"The CLASS Quasar Catalog: Coronal Line Activity in Type 1 SDSS Quasars","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; York University; Office of Science; Johns Hopkins University; Carnegie Mellon University; College of Engineering, Michigan State University; Goddard Space Flight Center; Harvard University; Ohio State University; New Mexico State University; University of Portsmouth; Alfred P. Sloan Foundation; George Mason University; National Aeronautics and Space Administration; Princeton University; Brookhaven National Laboratory; U.S. Department of Energy; National Science Foundation","keywords":"Quasar; Redshift; Line (geometry); Emission spectrum; Spectral line; Doubly ionized oxygen; Ionization; Sky","retraction":null,"screen_n_in":null,"score":{"opus":0.024548238892209,"gpt":0.305857898023982,"spread":0.281309659131773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005085242,0.0003245239,0.0004263281,0.0001558663,0.0009191233,0.001916706,0.002092186,0.00009926239,0.0002908806],"category_scores_gemma":[0.00004347571,0.0002663794,0.0001033429,0.0006811044,0.0001734098,0.001883632,0.001145475,0.0004233796,0.0000536936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492637,"about_ca_system_score_gemma":0.0007410252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006909829,"about_ca_topic_score_gemma":0.001024803,"domain_scores_codex":[0.997675,0.0002754161,0.0007060574,0.0005311297,0.0002980533,0.0005143561],"domain_scores_gemma":[0.9981531,0.0002962217,0.0003769375,0.0008031586,0.0002497816,0.0001207927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003211675,0.0001962944,0.9840654,0.00002902192,0.0001235462,5.992376e-7,0.0001779908,0.00009689961,0.0003226564,0.001813494,0.01183628,0.00101662],"study_design_scores_gemma":[0.001120201,0.00003898823,0.9810277,0.00005773216,0.00003474234,0.000002952959,0.000174854,0.002247012,0.001346629,0.001074616,0.0125662,0.00030838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703301,0.000163546,0.000110155,0.0006902466,0.001043638,0.0009246236,0.00009349646,0.00004669513,0.02659754],"genre_scores_gemma":[0.9915503,0.00002149056,0.00003597864,0.00003153435,0.0001719612,0.0002207165,0.0003009503,0.00002469562,0.007642346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122027,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959754381","doi":"10.13016/m2zxkm-qpu1","title":"Individual Long-Term Care Planning in Maryland Survey Monographs: Financial Planning","year":2001,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Financial plan; Telephone survey; Retirement planning; Health care; Advance care planning; Financial management; Survey data collection; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.0622856164679444,"gpt":0.3747068712042572,"spread":0.3124212547363128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001157338,0.0007834393,0.001414448,0.001212495,0.001219911,0.004545904,0.00464766,0.001211011,0.003395782],"category_scores_gemma":[0.0001734933,0.0007392986,0.000316196,0.001624811,0.0004900325,0.001381454,0.00153053,0.0009330568,0.00003226191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263094,"about_ca_system_score_gemma":0.001214362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1114275,"about_ca_topic_score_gemma":0.0788675,"domain_scores_codex":[0.9939804,0.001383965,0.00102827,0.001414299,0.001088565,0.001104501],"domain_scores_gemma":[0.9973311,0.0002516863,0.0009777297,0.0008087908,0.0001656791,0.0004649554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507135,0.00009124291,0.7917314,0.0001377395,0.0002289363,0.001303615,0.003169355,0.00006123666,0.000002708919,0.000009871914,0.2020136,0.001099616],"study_design_scores_gemma":[0.001328427,0.00004461857,0.7423829,0.001445467,0.0002229417,0.00001887132,0.0006967541,0.000005550526,0.00001953318,0.00001885693,0.2526125,0.001203486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1592679,0.01837998,0.00005222776,0.0001349624,0.002791119,0.00280067,0.00137327,0.0004152816,0.8147846],"genre_scores_gemma":[0.3853031,0.0005897151,0.0000920643,0.0006100511,0.002847906,0.0004534319,0.005886545,0.0006378362,0.6035794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2260352,"threshold_uncertainty_score":0.9995058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959851657","doi":"10.13016/m2j09w69t","title":"Effect Of New Security Regulations On Airline Concentration","year":2011,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monopoly; Competition (biology); Quarter (Canadian coin); Market share; Terrorism; Oligopoly; Market structure","retraction":null,"screen_n_in":null,"score":{"opus":0.03063413722878601,"gpt":0.2894511370828373,"spread":0.2588169998540513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000217731,0.0004431792,0.000789333,0.00002860118,0.0001916547,0.0005872264,0.001612586,0.0003739986,0.003616398],"category_scores_gemma":[0.00004155498,0.0001584437,0.0002039888,0.0003264952,0.00006218911,0.0003980423,0.0004036647,0.0002332373,0.00007677644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004157484,"about_ca_system_score_gemma":0.00004268064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621607,"about_ca_topic_score_gemma":0.002131704,"domain_scores_codex":[0.9977499,0.0003693659,0.0005745881,0.0006467806,0.000356345,0.0003030103],"domain_scores_gemma":[0.9984397,0.0001945216,0.0008454655,0.0002267703,0.0000718194,0.0002216752],"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":[0.0002907084,0.0001032637,0.01110842,0.00010235,0.0001296463,0.00002395175,0.00005596819,0.000001446447,0.01128213,0.00005331461,0.9702641,0.006584664],"study_design_scores_gemma":[0.001117069,0.001195811,0.0751487,0.001180914,0.0002130773,0.000034956,0.0000216284,0.00001272128,0.02502042,0.00006938581,0.8951187,0.000866603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1509919,0.001152375,0.000001368531,0.000344919,0.001261251,0.003538,0.0005892818,0.0003422791,0.8417786],"genre_scores_gemma":[0.5470226,0.00007662788,0.00001084099,0.0001786466,0.001817407,0.0001334985,0.001458058,0.0000265431,0.4492758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3960306,"threshold_uncertainty_score":0.9972944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7106300476","doi":"10.13016/m2jkdt-oley","title":"America continues to expand its automobile dependance with interstate highways","year":2022,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Congressman; Legislation; Agency (philosophy); Training (meteorology); Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03779706768104743,"gpt":0.3443467080390152,"spread":0.3065496403579678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003816267,0.0002507143,0.0004263821,0.0001429395,0.002223331,0.002419268,0.003011469,0.00005246867,0.001724126],"category_scores_gemma":[0.0001260962,0.0002485448,0.00007584313,0.0007306774,0.0002087059,0.001624356,0.00144528,0.0003102795,0.0000480634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004997815,"about_ca_system_score_gemma":0.0009928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1631553,"about_ca_topic_score_gemma":0.03563602,"domain_scores_codex":[0.997098,0.000410997,0.0004142877,0.0007155949,0.0006681993,0.0006928953],"domain_scores_gemma":[0.998304,0.0001734256,0.0003683917,0.0004999791,0.000139875,0.0005143306],"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":[0.001071362,0.0001679239,0.01467738,0.00003932313,0.0001323843,0.0009596093,0.01595001,0.0004252232,0.001070213,0.0015948,0.9592378,0.004674011],"study_design_scores_gemma":[0.0007084592,0.000226319,0.009609301,0.00005802081,0.00002515314,0.00003576839,0.001270724,0.00005437314,0.00117051,0.00005919077,0.9863121,0.0004700742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779968,0.000748384,0.0001462766,0.01708006,0.001510812,0.003689579,0.002193452,0.0004204923,0.2962141],"genre_scores_gemma":[0.9268603,0.00003774607,0.0001321323,0.005799025,0.0002182487,0.0009113437,0.0000383708,0.00003878626,0.0659641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488634,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6903773938","doi":"10.13016/m2kitq-leet","title":"Provost’s Announcements to the Faculty Senate, October 12, 2021 Meeting, 2021-2022","year":2021,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mistake; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.06280279453891072,"gpt":0.377351666611927,"spread":0.3145488720730163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001341737,0.0003614442,0.0004905584,0.00009097327,0.002426987,0.004110942,0.003756319,0.0003048493,0.004117585],"category_scores_gemma":[0.000944138,0.0002880192,0.0001625224,0.0008245856,0.0002945216,0.001547441,0.00276752,0.0005872555,0.0002657153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460048,"about_ca_system_score_gemma":0.001736511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186843,"about_ca_topic_score_gemma":0.008538176,"domain_scores_codex":[0.9952586,0.0009169305,0.000777324,0.0009244086,0.001131406,0.0009913759],"domain_scores_gemma":[0.9973304,0.0002372461,0.0003634913,0.0008699963,0.0006654091,0.0005335122],"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":[0.0001040367,0.000178057,0.07866471,0.00004248602,0.0002064866,0.0003673639,0.006787363,0.00004420912,0.00181201,0.002858961,0.9060093,0.002925072],"study_design_scores_gemma":[0.0006098101,0.00002824351,0.005940929,0.0001358446,0.0000781549,0.00002746888,0.002555854,0.00004180454,0.003156856,0.0002790032,0.9866579,0.000488125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0990391,0.001485231,0.00005479569,0.02055883,0.005205221,0.002788948,0.0008644232,0.0000994818,0.869904],"genre_scores_gemma":[0.4576279,0.0005654611,0.0003879787,0.01073213,0.004678689,0.0008305831,0.0008860868,0.0000987494,0.5241925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3585888,"threshold_uncertainty_score":0.9999572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941127762","doi":"10.13016/m27kyq-ef0k","title":"Application of Machine Learning for Aboveground Biomass Modeling in Tropical and Temperate Forests from Airborne Hyperspectral Imagery","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Université de Montréal; Université de Sherbrooke","keywords":"Hyperspectral imaging; Temperate climate; Temperate rainforest; Temperate forest; Biomass (ecology); Mean squared error; Range (aeronautics); Artificial neural network","retraction":null,"screen_n_in":null,"score":{"opus":0.02614571335756933,"gpt":0.2841951562268951,"spread":0.2580494428693257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001163581,0.0001502625,0.0003046915,0.00004867572,0.0002444596,0.0005774073,0.0005058636,0.0001022017,0.0001363572],"category_scores_gemma":[0.000100575,0.00007741993,0.00006379584,0.0002520581,0.00001481817,0.00058398,0.0002569804,0.0001619115,0.000002419407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003267565,"about_ca_system_score_gemma":0.00002557706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168828,"about_ca_topic_score_gemma":0.003103937,"domain_scores_codex":[0.9987887,0.00008752393,0.0004217475,0.0004156486,0.00009131352,0.0001951242],"domain_scores_gemma":[0.9988109,0.0008317884,0.0001306427,0.00008330192,0.00008175642,0.00006162524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005571625,0.00008250571,0.7905803,0.0000309604,0.00003530776,0.000007200673,0.00003431084,0.0001794546,0.2045166,0.0002330134,0.0003170404,0.003426133],"study_design_scores_gemma":[0.0006780644,0.0001403614,0.7227073,0.0002229985,0.00006961407,0.00002231078,0.000158923,0.2551236,0.01424593,0.002303059,0.003953194,0.0003746292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953672,0.0008694128,0.0007130972,0.0004474157,0.0001327183,0.0006725863,0.0005725597,0.00002640642,0.001198594],"genre_scores_gemma":[0.997739,0.0001252543,0.0002164322,0.000080684,0.00007904944,0.000154642,0.001244887,0.000001981484,0.0003580666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549441,"threshold_uncertainty_score":0.9848264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922410013","doi":"10.13016/m2bj08","title":"The Effects of Classroom Placement on Special Education Students’ Algebra Benchmark Scores","year":2012,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Benchmark (surveying); Curriculum; Special education; Algebra over a field; Linear algebra; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.02379616834548328,"gpt":0.3754424191777715,"spread":0.3516462508322883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00147719,0.0002080228,0.0002899935,0.0001033412,0.002642205,0.002030011,0.002339548,0.0001106465,0.0003073049],"category_scores_gemma":[0.0007156206,0.0001515548,0.00008124891,0.0004030946,0.000241721,0.001431996,0.001190389,0.0002419061,0.00002154346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465296,"about_ca_system_score_gemma":0.0007713939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003507969,"about_ca_topic_score_gemma":0.001078719,"domain_scores_codex":[0.9967152,0.001076065,0.0004751011,0.0003325733,0.0009517338,0.0004493042],"domain_scores_gemma":[0.9976919,0.0009481404,0.0004400963,0.0004616102,0.0002286411,0.0002295808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000627714,0.001261217,0.748818,0.0000776141,0.0001291852,0.000005889552,0.01373449,0.000004059442,0.001143874,0.01038572,0.2087656,0.01504655],"study_design_scores_gemma":[0.001246367,0.0003318675,0.6392889,0.0004565036,0.0001002638,0.000002331807,0.004701118,0.000005617546,0.006107581,0.000595367,0.3466841,0.0004799405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085342,0.0007301045,0.000007271464,0.0005210822,0.004705411,0.00153145,0.000009778622,0.00003158045,0.1839291],"genre_scores_gemma":[0.9845649,0.0001832001,0.00003442738,0.0003070782,0.002255899,0.0002180965,0.00003006121,0.00001703225,0.01238933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1760307,"threshold_uncertainty_score":0.999006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132847263","doi":"10.13016/m2okiz-p0rw","title":"A Comparative Study in the Effectiveness of Interactive E-books to Teach Children Online Privacy and Security","year":2021,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internet privacy; Computer science; Information privacy; Sociology; Psychology; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.1119025883119436,"gpt":0.450911050858319,"spread":0.3390084625463754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002747028,0.0002485845,0.0007992405,0.0003465703,0.0002552232,0.001573826,0.003366977,0.0001126151,0.0001109232],"category_scores_gemma":[0.001012339,0.000168046,0.00007860045,0.001039981,0.000150657,0.00108903,0.0031277,0.0005234786,0.000008282816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005781341,"about_ca_system_score_gemma":0.0002027914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008768865,"about_ca_topic_score_gemma":0.0009488332,"domain_scores_codex":[0.9942133,0.003059934,0.0008734771,0.0009336705,0.0006806394,0.000239018],"domain_scores_gemma":[0.9959846,0.001978837,0.0003639564,0.001095222,0.0004714562,0.0001058963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006922755,0.00139105,0.9897448,0.000007253411,0.00007239571,0.0001628559,0.005316819,0.00001247382,0.001032581,0.00007860162,0.001067363,0.0004214828],"study_design_scores_gemma":[0.001719891,0.0002167382,0.9854711,0.00008258678,0.0000406605,0.0001556986,0.006297591,0.00003966907,0.004577794,0.0009279035,0.0002663395,0.000204036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945683,0.0001005756,0.00005078806,0.0003701622,0.0001593252,0.002275624,0.0001161967,0.00002675684,0.002332256],"genre_scores_gemma":[0.9990962,0.000002682104,0.0001086212,0.0002313167,0.00002049869,0.0002014457,0.00003438683,0.00001006478,0.0002947925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004527876,"threshold_uncertainty_score":0.9994627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036564868","doi":"10.13016/m2byhu-elds","title":"Early action on HFCs mitigates future atmospheric change","year":2016,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Goddard Space Flight Center; National Aeronautics and Space Administration","keywords":"Montreal Protocol; Greenhouse gas; Environmental science; Climate change; Global warming; Troposphere; Ozone depletion; Ozone layer; Stratosphere; Atmospheric sciences; Climatology; Greenhouse effect; Natural resource economics; Meteorology; Geography; Economics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.05620969682845964,"gpt":0.2988626691560559,"spread":0.2426529723275963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002158227,0.0003855089,0.0004338069,0.00001678318,0.0006141856,0.001682337,0.001665124,0.0002086292,0.01050156],"category_scores_gemma":[0.00002772435,0.0002453522,0.0001287886,0.0003843723,0.0001173082,0.003506027,0.0002080228,0.0002126516,0.0008236745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003095015,"about_ca_system_score_gemma":0.0001003862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006537424,"about_ca_topic_score_gemma":0.0006487094,"domain_scores_codex":[0.9974843,0.0001932198,0.000484273,0.0007790114,0.0004460439,0.0006131718],"domain_scores_gemma":[0.9984281,0.0001906585,0.0003364841,0.000617919,0.00009250951,0.0003343292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005370433,0.00005894578,0.8872569,0.00003564406,0.00008166718,0.0002681439,0.0001517574,0.0000149269,0.0003726812,0.00001875039,0.02169693,0.0895066],"study_design_scores_gemma":[0.0009704133,0.0003087665,0.9492343,0.0001292744,0.00004529499,0.00007335447,0.0001423107,0.0001963841,0.001158666,0.0001254243,0.04709618,0.0005196514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400878,0.0006214625,0.00002572071,0.001752278,0.00188068,0.0008133133,0.0001648081,0.0001570782,0.05449689],"genre_scores_gemma":[0.9879283,0.0004699127,0.0003097716,0.00153083,0.001258478,0.00006510477,0.000114128,0.00002421263,0.008299229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08898694,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119487901","doi":"10.13016/m2flcr-m9cm","title":"Fragility in a Togashi–Kaneko stochastic model with mutations","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Engineering and Physical Sciences Research Council; Charles Lee Powell Foundation; Ohio State University; UK Research and Innovation; American Institute of Mathematics; National Science Foundation","keywords":"Sensitivity (control systems); Fragility; Autocatalysis; Stochastic modelling; Stochastic process; Process (computing); Property (philosophy); Ergodic theory; Relevance (law); Dynamical system (definition)","retraction":null,"screen_n_in":null,"score":{"opus":0.02567150847777547,"gpt":0.3382342610993776,"spread":0.3125627526216022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001789271,0.0002573362,0.0003984078,0.0001968712,0.0003835512,0.00121775,0.001091556,0.00006637947,0.0005167781],"category_scores_gemma":[0.00001343265,0.0002256527,0.00007625423,0.0004966012,0.0001011412,0.001267226,0.0005472836,0.0002906306,0.00001283871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002588,"about_ca_system_score_gemma":0.0006656207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611909,"about_ca_topic_score_gemma":0.0002613653,"domain_scores_codex":[0.9982516,0.00008441097,0.0005194959,0.0005705477,0.0002105078,0.0003634572],"domain_scores_gemma":[0.9989084,0.0001007296,0.0001774872,0.0005346101,0.0001434174,0.0001353503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005572712,0.000752607,0.888045,0.00007833245,0.0002550761,0.00004264382,0.0003512856,0.07669247,0.0002247261,0.01323767,0.01833616,0.001426758],"study_design_scores_gemma":[0.01248591,0.0002106546,0.6283813,0.001031714,0.0004221412,0.00002116897,0.001185839,0.3108761,0.001727825,0.02547157,0.01592104,0.002264838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762591,0.00007430158,0.03990122,0.0009441245,0.0003389852,0.001365246,0.0003269818,0.00007464543,0.1807154],"genre_scores_gemma":[0.987814,6.624844e-7,0.0005182954,0.0002320408,0.00007705587,0.0003562205,0.0001557117,0.0000181962,0.01082778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2596638,"threshold_uncertainty_score":0.9998191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119158462","doi":"10.13016/m2zykd-hgao","title":"Improving data quality in long-term Canadian ozone sounding records","year":2023,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Maryland, Baltimore County","keywords":"Depth sounding; Satellite; Ozone; Stratosphere; Ozone depletion; Ozone layer; Atmospheric sounding","retraction":null,"screen_n_in":null,"score":{"opus":0.09961853085291625,"gpt":0.3558714383237592,"spread":0.2562529074708429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001481069,0.0003057171,0.0005135711,0.0001455887,0.0007012222,0.003163455,0.004241753,0.0001697503,0.004194542],"category_scores_gemma":[0.0001913016,0.0002841406,0.00005904331,0.001106697,0.00009040179,0.003736322,0.0009469981,0.0003544231,0.00039323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006416767,"about_ca_system_score_gemma":0.0007797681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7886499,"about_ca_topic_score_gemma":0.8211511,"domain_scores_codex":[0.9964947,0.0002990682,0.0008349346,0.00103874,0.0003888914,0.0009436514],"domain_scores_gemma":[0.9975554,0.0002711104,0.0003140784,0.00129435,0.00005792299,0.0005071526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008569627,0.00001485293,0.9759343,0.00008089688,0.00003160916,0.0007904986,0.0001053762,0.0001159512,0.00004650869,0.000004122956,0.004890171,0.01790008],"study_design_scores_gemma":[0.0005909816,0.00003287253,0.9905827,0.00008215974,0.00002403907,0.00004489273,0.0001794203,0.00570755,0.00003438876,0.00005505736,0.002209384,0.0004565358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572978,0.0003460535,0.0000308437,0.0004088936,0.001228979,0.0007083149,0.0006880371,0.0001253693,0.0391657],"genre_scores_gemma":[0.9900683,0.0001265343,0.0002064169,0.0004722421,0.0002294224,0.00001839419,0.003669806,0.00001995651,0.005188955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03397675,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959863502","doi":"10.13016/m2ifgp-t3of","title":"The impact of position errors on crowd simulation","year":2019,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Position (finance); Global Positioning System; Event (particle physics); Kalman filter; Crowd simulation; Noise (video); Key (lock)","retraction":null,"screen_n_in":null,"score":{"opus":0.03821919043849571,"gpt":0.3337824169743691,"spread":0.2955632265358734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266467,0.0001566434,0.0002294936,0.00001691821,0.0003765902,0.0007254717,0.0009842952,0.0001086527,0.0005890628],"category_scores_gemma":[0.00002150117,0.0000519097,0.0001498778,0.0001990046,0.00005464913,0.0003250082,0.000302854,0.0001136506,0.00003373494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003110269,"about_ca_system_score_gemma":0.00002996883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249607,"about_ca_topic_score_gemma":0.0001090558,"domain_scores_codex":[0.9987901,0.0001519316,0.0003351348,0.0003063354,0.0001816018,0.0002348946],"domain_scores_gemma":[0.9990708,0.0003444043,0.0002236437,0.000165713,0.0001191854,0.00007625735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001300223,0.0002506601,0.3991034,0.00001524084,0.0001057111,0.00002344258,0.00009251802,0.006673161,0.5672998,0.0001792214,0.00493575,0.02002077],"study_design_scores_gemma":[0.0003453429,0.0008457962,0.9803611,0.00003517836,0.0000159709,0.00001406561,0.00003682997,0.001948977,0.01389391,0.0003580044,0.001942149,0.0002026501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804896,0.0001048675,0.000001520299,0.0002867568,0.0002698429,0.0005820002,0.00006487249,0.00001697304,0.01818357],"genre_scores_gemma":[0.9977372,0.00001987261,0.000006001372,0.0001028685,0.0001214984,0.0000217917,0.0001273019,0.000001921305,0.001861559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812577,"threshold_uncertainty_score":0.6995741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7079443502","doi":"10.13016/m28eqv-itxv","title":"Occupational engagement: African American culinary ministers' perceptions and beliefs about meal preparation and eating practices","year":2020,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"African american; Meal; Perception; Focus group; Qualitative research; Health equity; Christian ministry; Healthy eating; Community health","retraction":null,"screen_n_in":null,"score":{"opus":0.07086921953519015,"gpt":0.3609711119309054,"spread":0.2901018923957152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003353315,0.0002227846,0.0002908246,0.00005536579,0.0009137806,0.003173301,0.001283301,0.00006151972,0.00008441437],"category_scores_gemma":[0.0003881523,0.0002149824,0.00003839168,0.0003226629,0.0001783294,0.002684512,0.00227997,0.0002366639,0.000005280338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002739243,"about_ca_system_score_gemma":0.0001675156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004362614,"about_ca_topic_score_gemma":0.00002876923,"domain_scores_codex":[0.9979135,0.0002832757,0.0004397857,0.0008317633,0.0002713798,0.000260305],"domain_scores_gemma":[0.9982357,0.0002779831,0.0007295877,0.0003663629,0.0001442184,0.0002461645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000781011,0.0002991349,0.9164437,0.0005971405,0.0002900879,0.0003238178,0.02921094,0.0004480928,0.0185081,0.001531617,0.01750728,0.01405909],"study_design_scores_gemma":[0.001324607,0.0005756473,0.8823068,0.0001594646,0.00008598704,0.0003079837,0.002430867,0.05888256,0.00127236,0.0003018553,0.05143187,0.0009199572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8829939,0.0003635534,0.00717226,0.01583533,0.0002140764,0.001258438,0.00004973683,0.000239535,0.09187316],"genre_scores_gemma":[0.98968,0.00004070752,0.007904649,0.001131224,0.0001533495,0.0001278915,0.00006500469,0.000005758282,0.0008914066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066861,"threshold_uncertainty_score":0.9978615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922233989","doi":"10.13016/m2qrig-ldqh","title":"Enterprise Risk Magazine - Winter 2024","year":2024,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publishing; Publication; Risk management; Front (military); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.02658317243471543,"gpt":0.2945309771705055,"spread":0.2679478047357901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006950938,0.0005697816,0.000584605,0.0006875265,0.0005838217,0.02275607,0.003634981,0.0001702748,0.005576575],"category_scores_gemma":[0.0001611051,0.0004981494,0.0002827798,0.00119335,0.0001246398,0.01079402,0.005154715,0.0005803509,0.004303537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127367,"about_ca_system_score_gemma":0.00009200697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946154,"about_ca_topic_score_gemma":0.0002579293,"domain_scores_codex":[0.9964674,0.00005856749,0.0009371092,0.001269124,0.0005753,0.0006924811],"domain_scores_gemma":[0.9981943,0.0001209895,0.0004074746,0.001027048,0.0001876774,0.00006250069],"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":[0.0002642286,0.0001420581,0.1654205,0.0005936048,0.0002538656,0.001264072,0.00005821117,0.0000532251,0.0003473926,0.00174483,0.813447,0.01641103],"study_design_scores_gemma":[0.0007317603,0.00002285553,0.0758345,0.0004881499,0.0003458991,0.00002629344,0.00003592085,0.004221419,0.0001314957,0.004195963,0.9131877,0.0007780733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.228687,0.001860591,0.000827811,0.002158297,0.01125906,0.002434868,0.0001136542,0.0009631756,0.7516955],"genre_scores_gemma":[0.889518,0.0002135901,0.0002013085,0.003193657,0.003907021,0.0004473182,0.000288241,0.0001934704,0.1020374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.660831,"threshold_uncertainty_score":0.999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7141284812","doi":"10.13016/m25exz-svg2","title":"Simultaneous JWST, NuSTAR, and VLA Monitoring of Sgr A*: A Unified Picture of the Variable IR, X-ray and Radio Emission","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; National Aeronautics and Space Administration; Space Telescope Science Institute; National Science Foundation","keywords":"Accretion (finance); Flare; Electron; Compton scattering; Flux (metallurgy); Luminosity; Magnetic field; Magnetic flux; Solar flare","retraction":null,"screen_n_in":null,"score":{"opus":0.01511229104355968,"gpt":0.2790411379785369,"spread":0.2639288469349773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009259009,0.0002001974,0.0004121998,0.00005290435,0.0003631473,0.0003529415,0.0007695401,0.00006399133,0.00005113546],"category_scores_gemma":[0.00003013753,0.0001447611,0.00006162078,0.0003326459,0.0001358855,0.0004007093,0.0008897524,0.0002081158,2.037496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207648,"about_ca_system_score_gemma":0.0001600847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009705709,"about_ca_topic_score_gemma":0.000001512961,"domain_scores_codex":[0.9987574,0.00009505621,0.0004554526,0.0003385287,0.0001573932,0.0001961393],"domain_scores_gemma":[0.9987637,0.0002758683,0.0002977779,0.0004353565,0.000137041,0.00009020882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002416919,0.000250239,0.9345683,0.0002403242,0.0002877682,0.000004911545,0.0005057856,0.003513616,0.0533433,0.002878715,0.00114816,0.003017147],"study_design_scores_gemma":[0.005204419,0.0002113307,0.8762074,0.001680204,0.0007265741,0.000003193512,0.001909073,0.01059405,0.08128103,0.007187403,0.0140039,0.0009913839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852723,0.0002683995,0.0008810851,0.0001292795,0.0002534753,0.0006240375,0.0000888131,0.00001354448,0.01246899],"genre_scores_gemma":[0.9939192,0.00000488751,0.0005530894,0.00003160847,0.0001000018,0.00003597552,0.00002191293,0.00001367129,0.005319684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0583609,"threshold_uncertainty_score":0.5903188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125528335","doi":"10.13016/m2xxyg-hsck","title":"Project LINQ","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"EPIC; Work (physics); Process (computing); Quarter (Canadian coin); Baseline (sea); Working group","retraction":null,"screen_n_in":null,"score":{"opus":0.05271739903524729,"gpt":0.4088549561070796,"spread":0.3561375570718323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007144983,0.00027897,0.0004696072,0.0004129265,0.001669341,0.003494755,0.005164295,0.0003936077,0.0003965661],"category_scores_gemma":[0.0005548229,0.0002705025,0.0001199318,0.001294539,0.0005240621,0.002131775,0.002207279,0.0004269137,0.00005907446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456953,"about_ca_system_score_gemma":0.001760597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123103,"about_ca_topic_score_gemma":0.005523275,"domain_scores_codex":[0.9970515,0.0004316287,0.0006015561,0.0008332255,0.000420168,0.0006618935],"domain_scores_gemma":[0.998181,0.0002618868,0.0002630285,0.0008791002,0.0002736328,0.0001413493],"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":[0.000334238,0.0003899287,0.4080695,0.0001274047,0.0003225484,0.0003811628,0.003863108,0.00000562593,0.0009717704,0.01664544,0.5517587,0.01713058],"study_design_scores_gemma":[0.001628497,0.00004742733,0.07435672,0.0002824054,0.0001020047,0.00001585946,0.001569637,0.00004995126,0.004362594,0.002729184,0.9142323,0.0006234582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2040353,0.0006447107,0.0001487782,0.007471152,0.001987583,0.002880326,0.00004370513,0.0008095478,0.7819788],"genre_scores_gemma":[0.8979459,0.0001289258,0.0004998529,0.001616976,0.0002207985,0.0005623383,0.00003678963,0.00003060757,0.09895775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6939106,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125570453","doi":"","title":"Project LINQ","year":2025,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"EPIC; Work (physics); Process (computing); Quarter (Canadian coin); Baseline (sea); Working group","retraction":null,"screen_n_in":null,"score":{"opus":0.05271739903524729,"gpt":0.4088549561070796,"spread":0.3561375570718323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007144983,0.00027897,0.0004696072,0.0004129265,0.001669341,0.003494755,0.005164295,0.0003936077,0.0003965661],"category_scores_gemma":[0.0005548229,0.0002705025,0.0001199318,0.001294539,0.0005240621,0.002131775,0.002207279,0.0004269137,0.00005907446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456953,"about_ca_system_score_gemma":0.001760597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02123103,"about_ca_topic_score_gemma":0.005523275,"domain_scores_codex":[0.9970515,0.0004316287,0.0006015561,0.0008332255,0.000420168,0.0006618935],"domain_scores_gemma":[0.998181,0.0002618868,0.0002630285,0.0008791002,0.0002736328,0.0001413493],"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":[0.000334238,0.0003899287,0.4080695,0.0001274047,0.0003225484,0.0003811628,0.003863108,0.00000562593,0.0009717704,0.01664544,0.5517587,0.01713058],"study_design_scores_gemma":[0.001628497,0.00004742733,0.07435672,0.0002824054,0.0001020047,0.00001585946,0.001569637,0.00004995126,0.004362594,0.002729184,0.9142323,0.0006234582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2040353,0.0006447107,0.0001487782,0.007471152,0.001987583,0.002880326,0.00004370513,0.0008095478,0.7819788],"genre_scores_gemma":[0.8979459,0.0001289258,0.0004998529,0.001616976,0.0002207985,0.0005623383,0.00003678963,0.00003060757,0.09895775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6939106,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036276763","doi":"","title":"A Cell Line Assay to Detect Neutralizing Antibodies against HIV-1 Primary and Prototypic Viruses","year":2000,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Peripheral blood mononuclear cell; Antibody; Cell culture; Neutralizing antibody; Neutralization; Primary cell; Cell","retraction":null,"screen_n_in":null,"score":{"opus":0.03709725866626579,"gpt":0.3218772963915716,"spread":0.2847800377253058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003637087,0.000401738,0.0006124453,0.0002001766,0.000777771,0.001155407,0.001211973,0.0002201367,0.00161874],"category_scores_gemma":[0.00004614649,0.0003283702,0.0001000819,0.0002479214,0.0001946825,0.0008868341,0.0009198777,0.0003766373,0.001019863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009916966,"about_ca_system_score_gemma":0.0002453116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007677624,"about_ca_topic_score_gemma":0.00009295387,"domain_scores_codex":[0.9972231,0.000491682,0.0005561897,0.0008312478,0.0001095136,0.0007882945],"domain_scores_gemma":[0.9987537,0.0002168857,0.000133311,0.0005945724,0.00009700726,0.0002045394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006128525,0.0009355419,0.2823839,0.0005208839,0.0009970659,0.001355883,0.001004527,0.0001014363,0.5323961,0.00001352104,0.09914186,0.07502077],"study_design_scores_gemma":[0.006976867,0.0008295681,0.3329666,0.0003737724,0.0001679249,0.0003338451,0.00008709459,0.00001483836,0.3445466,0.00003771756,0.3125111,0.001154179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938991,0.004090132,0.00002267718,0.0003267189,0.0001774892,0.002995209,0.0003962911,0.0001264568,0.05287405],"genre_scores_gemma":[0.9653509,0.0004989991,0.0002989006,0.001340358,0.00007132512,0.0009608032,0.0005866225,0.00005492205,0.03083722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133692,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6903586751","doi":"10.13016/m29882n9x","title":"Maryland Gazette April 1794","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lift (data mining); Treaty; Frontier","retraction":null,"screen_n_in":null,"score":{"opus":0.07526709293603907,"gpt":0.3914272769241771,"spread":0.316160183988138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003230231,0.0004417562,0.0008051299,0.0001316149,0.001589354,0.005766755,0.003054094,0.0001763623,0.002288158],"category_scores_gemma":[0.0001276055,0.0003664895,0.0002544748,0.0001104422,0.0002189072,0.002687948,0.003299982,0.0004870242,0.0001319948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517102,"about_ca_system_score_gemma":0.0003126513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656607,"about_ca_topic_score_gemma":0.0001779162,"domain_scores_codex":[0.9971709,0.0001049418,0.0006931643,0.0008733154,0.0005507118,0.0006070281],"domain_scores_gemma":[0.9962698,0.00009351602,0.0005385153,0.002383782,0.0001761205,0.0005382219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002031941,0.0003381831,0.6584141,0.0002270418,0.0003821485,0.004687713,0.00009277785,0.000003114511,0.008399355,0.0001044802,0.3203926,0.004926625],"study_design_scores_gemma":[0.005642937,0.000273794,0.7024768,0.0003597534,0.0003788691,0.001363207,0.00003685205,0.0001907111,0.009761922,0.0001262401,0.2786874,0.0007015214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7151333,0.0007136827,0.00003464777,0.01050316,0.001317214,0.001542443,0.0001179048,0.0001261237,0.2705115],"genre_scores_gemma":[0.9649341,0.0001146639,0.0003071499,0.007204551,0.0008335588,0.0002104231,0.0002380524,0.00007781592,0.02607974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498008,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922087400","doi":"10.13016/m2bn9x46k","title":"Commencement, Salisbury University, Winter 2002","year":2002,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Salisbury University; Wake Forest University; Georgetown University; Johns Hopkins University; Emory University; Syracuse University; Ohio State University; University of Pennsylvania; University of Minnesota; Lehigh University; Princeton University; Purdue University; Yale University","keywords":"Exposition (narrative); Period (music); Subject (documents); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.09502101711412278,"gpt":0.2771105747302665,"spread":0.1820895576161437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001405969,0.0003084165,0.0004435091,0.0001694681,0.001693219,0.00236146,0.002087304,0.00006791769,0.0517821],"category_scores_gemma":[0.00001433474,0.0002895851,0.0001532252,0.00009428491,0.0004290763,0.002052648,0.001837224,0.0002558302,0.0004751768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004484686,"about_ca_system_score_gemma":0.00003545675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939208,"about_ca_topic_score_gemma":0.001585233,"domain_scores_codex":[0.9981619,0.000129178,0.0004361145,0.0005546428,0.0002718664,0.0004462773],"domain_scores_gemma":[0.9987345,0.00007969054,0.0002735169,0.0005593219,0.0001867045,0.0001663144],"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":[0.00008718438,0.0002103768,0.004859776,0.00004721213,0.0001687186,0.0002280253,0.003803436,0.000001605464,0.00005233184,0.01152637,0.9781317,0.0008832473],"study_design_scores_gemma":[0.001053435,0.00008344015,0.001616436,0.00007137658,0.00008600325,0.00001780221,0.001247527,0.000089081,0.00004895361,0.00001569523,0.9952335,0.000436705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007380097,0.0009762852,0.000009274606,0.001981802,0.001620547,0.0005349403,0.0001453853,0.0001256661,0.987226],"genre_scores_gemma":[0.5196416,0.0002131093,0.00003388032,0.001900706,0.0006805814,0.00002507322,0.00004476645,0.00004089951,0.4774194],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5122615,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922420363","doi":"10.13016/m2251fk9q","title":"Maryland Gazette July 1757","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shot (pellet); Morning; Port (circuit theory); On board","retraction":null,"screen_n_in":null,"score":{"opus":0.08119875929349633,"gpt":0.4043678034748932,"spread":0.3231690441813969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003070052,0.0004269622,0.000775482,0.0001292269,0.001529875,0.005643677,0.002924973,0.0001689887,0.00161809],"category_scores_gemma":[0.000123299,0.000353247,0.0002455463,0.0001067922,0.0002038492,0.002676862,0.002948286,0.0004965105,0.0001868155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399468,"about_ca_system_score_gemma":0.0002977109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244619,"about_ca_topic_score_gemma":0.0001412069,"domain_scores_codex":[0.9972702,0.0001007926,0.0006737878,0.0008374409,0.0005287119,0.0005890388],"domain_scores_gemma":[0.9964375,0.00009092644,0.000520357,0.002256989,0.0001742002,0.0005200356],"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":[0.002155701,0.0004110955,0.479949,0.0002428916,0.0004037405,0.005346532,0.0001092035,0.000002964495,0.007718664,0.00007532214,0.4987721,0.004812752],"study_design_scores_gemma":[0.005262534,0.0002736917,0.5868673,0.000354735,0.0003673648,0.001303995,0.00002916254,0.0001311779,0.008881906,0.0001070524,0.3957682,0.0006528845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6451125,0.0007207305,0.0000302922,0.01006752,0.001372669,0.001644486,0.0001482974,0.0001344097,0.3407691],"genre_scores_gemma":[0.9597969,0.000102672,0.0003000919,0.007377578,0.0008301098,0.0002099876,0.0002625357,0.00007717515,0.03104295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146844,"threshold_uncertainty_score":0.9998919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941178512","doi":"10.13016/m2j678z3n","title":"Commencement, Salisbury University, Winter 2009","year":2009,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Oregon; York University; Salisbury University; University of Pennsylvania; Sigma Theta Tau International; Pennsylvania State University; College of Engineering, Michigan State University; Princeton University; Lehigh University; Johns Hopkins University; Michigan State University; University of Illinois at Urbana-Champaign; University of Connecticut; Oklahoma State University; University of Minnesota; Georgetown University; Wake Forest University; Brown University; Syracuse University; Ohio State University; Emory University; Institute of Management Accountants; Purdue University; Yale University","keywords":"Exposition (narrative); Period (music); Headline; Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03346404276863173,"gpt":0.2803576179422177,"spread":0.246893575173586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001576755,0.0002239511,0.0002830211,0.00003791363,0.0006197229,0.001645297,0.002062794,0.0001139717,0.01264351],"category_scores_gemma":[0.0000364867,0.000108932,0.0001209469,0.0003547389,0.0000155683,0.001707979,0.0005970276,0.0002251442,0.0002751874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005583064,"about_ca_system_score_gemma":0.00002722805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372358,"about_ca_topic_score_gemma":0.0002997816,"domain_scores_codex":[0.9984633,0.0001671098,0.0003231995,0.0004765837,0.0002135569,0.0003562215],"domain_scores_gemma":[0.9988786,0.0004486381,0.000187389,0.000168102,0.0001024689,0.0002147903],"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":[0.0005758607,0.0003126343,0.1316126,0.000007930979,0.00006056429,0.000333487,0.00005931059,0.000008094234,0.07970281,0.0005782974,0.7746816,0.0120668],"study_design_scores_gemma":[0.0002630909,0.0003099141,0.1156809,0.00012234,0.00005174026,0.0001546407,0.0001500566,0.00008928558,0.003704636,0.0004185407,0.878567,0.0004879055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6185366,0.0003499543,0.00001907768,0.006340288,0.0008938415,0.0009446232,0.001927526,0.0001839909,0.3708041],"genre_scores_gemma":[0.9711985,0.0002781761,0.00005879317,0.003553735,0.000330389,0.0000087764,0.00187123,0.000002027669,0.02269837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526619,"threshold_uncertainty_score":0.9993911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941272022","doi":"10.13016/m2k649v3w","title":"Commencement, Salisbury University, Winter 2005","year":2005,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Oregon; York University; Salisbury University; Pennsylvania State University; Johns Hopkins University; University of Illinois at Urbana-Champaign; University of Connecticut; Georgetown University; Wake Forest University; College of Engineering, Michigan State University; Brown University; Syracuse University; Ohio State University; University of Pennsylvania; University of Minnesota; Lehigh University; Princeton University; Michigan State University; Emory University; Institute of Management Accountants; Purdue University; Yale University","keywords":"Exposition (narrative); Period (music); Headline; Subject (documents)","retraction":null,"screen_n_in":null,"score":{"opus":0.03420391630306519,"gpt":0.2789670987867241,"spread":0.2447631824836589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001879345,0.0002240796,0.0002705825,0.00003760109,0.0006334842,0.001551414,0.002093028,0.0001139371,0.03240472],"category_scores_gemma":[0.00003051495,0.0001100624,0.0001200018,0.0002504287,0.0000212414,0.002137475,0.001134383,0.0002296377,0.0006621509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009368458,"about_ca_system_score_gemma":0.00003294713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004289993,"about_ca_topic_score_gemma":0.001928731,"domain_scores_codex":[0.9983863,0.000168938,0.0003422622,0.0004799991,0.0002170147,0.0004055321],"domain_scores_gemma":[0.9987361,0.000576494,0.000190146,0.0001679408,0.00008743777,0.0002418464],"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":[0.0003725869,0.0002328879,0.1485907,0.000009445771,0.00007694008,0.0001193625,0.0000544177,0.00002054055,0.03938378,0.0002775236,0.8015106,0.009351249],"study_design_scores_gemma":[0.0001872836,0.00006850407,0.02073044,0.00006860467,0.00003604429,0.0001006619,0.0001136626,0.0001584665,0.00316507,0.00004518379,0.9750004,0.0003256765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6178098,0.0004088583,0.00001871035,0.008683656,0.0009135714,0.0009640369,0.002137826,0.0001842979,0.3688793],"genre_scores_gemma":[0.9353535,0.0004392539,0.0001393722,0.003055541,0.000790815,0.00002475767,0.00222388,0.000003968752,0.0579689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3175437,"threshold_uncertainty_score":0.9994851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941071350","doi":"10.13016/m2ns0kz8x","title":"Maryland Gazette December 1802","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Period (music); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.04965744155962497,"gpt":0.3190134878573456,"spread":0.2693560462977206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002652874,0.0003304383,0.00043582,0.00002905963,0.002447426,0.008762649,0.004040068,0.000187682,0.01786689],"category_scores_gemma":[0.0002429407,0.0001477808,0.0001717895,0.0001246556,0.00004195209,0.002804314,0.001833941,0.0003210588,0.0007486186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004043139,"about_ca_system_score_gemma":0.00004452757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739761,"about_ca_topic_score_gemma":0.002961934,"domain_scores_codex":[0.9978181,0.0001397373,0.0005015042,0.000712349,0.000320889,0.0005074233],"domain_scores_gemma":[0.9978347,0.0007238796,0.0004749275,0.0005005677,0.0001491835,0.0003167671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003614242,0.000128027,0.5470221,0.00001789645,0.00008294617,0.0003066341,0.00002794512,0.000003863187,0.0412794,0.0001922785,0.4028547,0.00772278],"study_design_scores_gemma":[0.0002688485,0.00009302136,0.3857457,0.0001324102,0.0000575831,0.0002960746,0.00002981786,0.0001532948,0.005355028,0.0004389741,0.6068695,0.0005598414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6903424,0.0002701398,0.000004182546,0.002690515,0.001338804,0.0006748248,0.001212348,0.00009203644,0.3033747],"genre_scores_gemma":[0.96707,0.0002953649,0.00007473149,0.001285631,0.000839729,0.000152616,0.001498091,0.000005897366,0.02877795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2767276,"threshold_uncertainty_score":0.9988512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6940909486","doi":"10.13016/m2gf0mx3g","title":"Maryland Gazette September 1755","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Favourite; Plan (archaeology); Prime minister; Legislation; Rope","retraction":null,"screen_n_in":null,"score":{"opus":0.05059253667907838,"gpt":0.3225328093051141,"spread":0.2719402726260357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000270049,0.0003264894,0.0004339228,0.00002798775,0.002283719,0.008274186,0.003887685,0.000186711,0.02163943],"category_scores_gemma":[0.0001728793,0.0001457846,0.0001802057,0.0001195849,0.00003989491,0.002847923,0.001772007,0.0003231389,0.001084506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004003754,"about_ca_system_score_gemma":0.00004049009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137366,"about_ca_topic_score_gemma":0.001581277,"domain_scores_codex":[0.9978594,0.0001415804,0.0004938773,0.0006982933,0.0003150582,0.0004917443],"domain_scores_gemma":[0.9979368,0.0006512651,0.0004744548,0.0004955711,0.0001409462,0.000301007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000281019,0.000111673,0.4773522,0.00001877519,0.00007948726,0.0002760733,0.00002410233,0.000003679404,0.04011297,0.0001142253,0.4761176,0.005508238],"study_design_scores_gemma":[0.0002289782,0.00007954449,0.3237722,0.0001214594,0.00005016619,0.0002403265,0.00002682428,0.0001222998,0.004740005,0.0002970363,0.6698343,0.0004868331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6039809,0.0002352905,0.000003032959,0.002063508,0.001253143,0.0006392259,0.001205681,0.00009139783,0.3905278],"genre_scores_gemma":[0.9424413,0.000197444,0.00006737426,0.001353279,0.0009454914,0.0001593167,0.001665761,0.00000632394,0.05316371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3384604,"threshold_uncertainty_score":0.9996933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941051197","doi":"10.13016/m2h12v829","title":"Maryland Gazette August 1776 Vol. 32","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Exposition (narrative); Period (music)","retraction":null,"screen_n_in":null,"score":{"opus":0.04639032969967755,"gpt":0.3098405586237464,"spread":0.2634502289240688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003060172,0.0003749371,0.0004952048,0.00003539262,0.00263443,0.00902866,0.004376136,0.0002203855,0.02486975],"category_scores_gemma":[0.0004200145,0.0001709476,0.0001978846,0.0001489165,0.00005280727,0.003071788,0.00196598,0.0003885205,0.0007087818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005030292,"about_ca_system_score_gemma":0.000052344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342401,"about_ca_topic_score_gemma":0.001549555,"domain_scores_codex":[0.9975391,0.0001565317,0.000566826,0.0008036889,0.0003617136,0.0005721418],"domain_scores_gemma":[0.9975482,0.0007522866,0.0005432327,0.0005496047,0.0002445958,0.0003621007],"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":[0.0003721616,0.0001395141,0.4260006,0.00002331751,0.00008451958,0.0002835782,0.00002417527,0.00000362148,0.03538173,0.0001699994,0.5305966,0.006920151],"study_design_scores_gemma":[0.0002976296,0.0001231663,0.3398613,0.0001578308,0.00006420483,0.0002003583,0.00003887749,0.000143654,0.005199566,0.0004107968,0.6528847,0.0006178979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6430162,0.0003428964,0.000004939306,0.002162407,0.00248123,0.000877712,0.001893162,0.0001295088,0.349092],"genre_scores_gemma":[0.9403654,0.0003405089,0.000070396,0.001407965,0.001497504,0.0001924466,0.00212772,0.000007958402,0.05399016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2973492,"threshold_uncertainty_score":0.998664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941219707","doi":"10.13016/m2v11vm4g","title":"Maryland Gazette January 1783","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Tower; Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.04894705487505941,"gpt":0.3182908448885841,"spread":0.2693437900135247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002907866,0.0003443734,0.000455119,0.00003295135,0.002575513,0.00849452,0.004500533,0.00019509,0.01061752],"category_scores_gemma":[0.0002260852,0.00015572,0.0001833987,0.000129729,0.00004499352,0.003126437,0.001980651,0.0003541117,0.0006550601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148358,"about_ca_system_score_gemma":0.00004819536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576918,"about_ca_topic_score_gemma":0.001231047,"domain_scores_codex":[0.997731,0.0001508992,0.000523669,0.0007418499,0.000332362,0.0005201999],"domain_scores_gemma":[0.9977863,0.0007241638,0.0005008398,0.0005277946,0.0001406967,0.0003201651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004017365,0.0001406525,0.5203154,0.0000220658,0.0000887608,0.000398767,0.00003441755,0.000003319117,0.05454044,0.0001619593,0.4138249,0.01006752],"study_design_scores_gemma":[0.0002706376,0.000118186,0.4477156,0.0001523595,0.00005766557,0.0002948565,0.00003930493,0.0001431384,0.005701182,0.0004510995,0.5444654,0.0005905961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825137,0.0003679022,0.000003873303,0.003233696,0.001514972,0.0008058283,0.001532935,0.0001043516,0.3099228],"genre_scores_gemma":[0.9660022,0.0003923009,0.0000730699,0.001538472,0.001039597,0.0001747888,0.002034119,0.000005966755,0.02873953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834885,"threshold_uncertainty_score":0.998723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941332325","doi":"10.13016/m2183441s","title":"Commencement, Salisbury University, Winter 2011","year":2011,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Goddard Space Flight Center; Strong; McGill University","keywords":"Exposition (narrative); Period (music); Headline; Work (physics); Subject (documents)","retraction":null,"screen_n_in":null,"score":{"opus":0.07100501196742108,"gpt":0.2698317859992923,"spread":0.1988267740318712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001648674,0.0002185206,0.0002656947,0.0000368797,0.0005555149,0.0008163692,0.002288684,0.0001142708,0.06263294],"category_scores_gemma":[0.00002308025,0.0001052284,0.0001184019,0.0002069687,0.00002572972,0.001746645,0.001283117,0.0002089775,0.0007939768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493084,"about_ca_system_score_gemma":0.00002668634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01825339,"about_ca_topic_score_gemma":0.0008591695,"domain_scores_codex":[0.9985046,0.0001821056,0.000318095,0.0004771799,0.000178997,0.0003390191],"domain_scores_gemma":[0.998906,0.0003888814,0.0002018461,0.0001806901,0.0001075131,0.0002151188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006540769,0.0002915961,0.5153394,0.0000132767,0.0001017451,0.0003191578,0.0001791237,6.350008e-7,0.02660471,0.0005780582,0.4528623,0.003055902],"study_design_scores_gemma":[0.0003028947,0.0002821105,0.1911414,0.0001191708,0.00008871601,0.0001934621,0.0004127293,0.00004761434,0.008903391,0.0004314143,0.7974232,0.0006538832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5139661,0.0001664492,0.0000148214,0.0006877829,0.001007267,0.0006918593,0.001300693,0.0001257634,0.4820392],"genre_scores_gemma":[0.9670237,0.0002684136,0.0001173732,0.001262814,0.0002421432,0.00002460044,0.001406525,0.000003639038,0.02965083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530575,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6959667525","doi":"10.13016/m2cf9j72p","title":"Maryland Gazette August 1756","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"George (robot); Cape; Entertainment; Adversary","retraction":null,"screen_n_in":null,"score":{"opus":0.06350426231584108,"gpt":0.321540546586147,"spread":0.2580362842703059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003311435,0.0003162975,0.0004619227,0.00002387542,0.001992838,0.006349913,0.00420072,0.0002272774,0.002073289],"category_scores_gemma":[0.00006211513,0.0001386793,0.0001534363,0.00008594152,0.0001916704,0.001176639,0.002287159,0.0002436217,0.0000726344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394639,"about_ca_system_score_gemma":0.00004373219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614935,"about_ca_topic_score_gemma":0.001253415,"domain_scores_codex":[0.9978633,0.000136789,0.000458504,0.0007347508,0.000268649,0.0005380069],"domain_scores_gemma":[0.9986016,0.0001123952,0.0003821413,0.0005004492,0.0001268329,0.0002765616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004931012,0.0002891292,0.4798762,0.0000439627,0.0001199412,0.0008206978,0.00007179609,0.000004510382,0.2829714,0.0003194745,0.1931941,0.04179576],"study_design_scores_gemma":[0.0006180133,0.0001845153,0.74852,0.00004972209,0.00004526362,0.0001303286,0.00002137273,0.00004155481,0.01348297,0.0003862045,0.2360058,0.0005142794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8222073,0.0003127699,0.000002571446,0.00207263,0.000848944,0.0005221223,0.0001529219,0.00005854307,0.1738222],"genre_scores_gemma":[0.9730816,0.0001446499,0.00007366248,0.001046551,0.0008439758,0.00009619211,0.0002410439,0.000005129775,0.02446719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694884,"threshold_uncertainty_score":0.9993064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6941456970","doi":"10.13016/m24j09z34","title":"Maryland Gazette October 1768","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reign; Ammunition; Work (physics); George (robot)","retraction":null,"screen_n_in":null,"score":{"opus":0.05079843460513886,"gpt":0.3206220659033362,"spread":0.2698236312981973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002774656,0.0003356272,0.0004435603,0.00003023149,0.002438184,0.008858637,0.004209873,0.0001906525,0.01688686],"category_scores_gemma":[0.0002326983,0.0001492924,0.0001784701,0.000126119,0.00004299577,0.00294688,0.001860111,0.000334271,0.0007038487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004088172,"about_ca_system_score_gemma":0.00004252836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753033,"about_ca_topic_score_gemma":0.001561935,"domain_scores_codex":[0.9977896,0.000141172,0.0005066268,0.0007232783,0.0003265187,0.0005128267],"domain_scores_gemma":[0.9978601,0.0006814959,0.0004853981,0.0005130804,0.000148162,0.0003117926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003656823,0.0001407693,0.5742739,0.00002008464,0.00008733103,0.0003233227,0.00003227435,0.000003475895,0.0537701,0.0001979028,0.3620254,0.008759734],"study_design_scores_gemma":[0.0002594855,0.00009669278,0.3927832,0.0001311141,0.0000546782,0.0002583276,0.0000319736,0.0001162065,0.005640298,0.0003951995,0.599685,0.0005478108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147692,0.0003092786,0.000003729529,0.003047422,0.001485692,0.0007378878,0.001425492,0.0001020137,0.2781193],"genre_scores_gemma":[0.9628987,0.0003048193,0.00006616625,0.001490033,0.0009363134,0.000152478,0.001612236,0.000006093884,0.03253313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481296,"threshold_uncertainty_score":0.9988605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6903426278","doi":"10.13016/m24f1mk2s","title":"Maryland Gazette August 1810 Vol. 66","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Linguistic and Cultural Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Acre; Pound (networking); Quarter (Canadian coin); FOIL method; Yield (engineering)","retraction":null,"screen_n_in":null,"score":{"opus":0.07166121747951887,"gpt":0.3269643325765961,"spread":0.2553031150970772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002838562,0.0004069626,0.0005840557,0.00001533034,0.003751541,0.00775658,0.004501082,0.0001857542,0.002896436],"category_scores_gemma":[0.0004814539,0.0001632705,0.0001843121,0.0001282634,0.0002832212,0.001591734,0.003255304,0.0002775723,0.0001369909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005748828,"about_ca_system_score_gemma":0.00003736746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075926,"about_ca_topic_score_gemma":0.001749655,"domain_scores_codex":[0.9974815,0.0001090852,0.0005527336,0.0008412843,0.0004125417,0.0006028904],"domain_scores_gemma":[0.9981598,0.0001690055,0.0005504938,0.0004425808,0.0003860671,0.0002921038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003988607,0.000211791,0.5673563,0.00005171061,0.000240294,0.0004423693,0.0001347844,0.000002043066,0.01462031,0.0002591625,0.3960542,0.02022817],"study_design_scores_gemma":[0.0005448709,0.0001014656,0.7015504,0.00008283283,0.00006648721,0.00004038263,0.000118544,0.00002314474,0.002033597,0.0004528168,0.2944333,0.0005521543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686017,0.0005322479,0.00000166713,0.002295814,0.001679113,0.0007827799,0.0001843734,0.0001244326,0.2257979],"genre_scores_gemma":[0.9554941,0.0001118126,0.000050637,0.000949771,0.001684706,0.0001486035,0.0001828132,0.000005137537,0.04137242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868924,"threshold_uncertainty_score":0.998015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6922176480","doi":"10.13016/m20k26c34","title":"Maryland Gazette October 1782","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Honour; Officer","retraction":null,"screen_n_in":null,"score":{"opus":0.08001017836947269,"gpt":0.404711701997886,"spread":0.3247015236284133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003056584,0.0004422898,0.0007906804,0.0001293622,0.001512386,0.005559495,0.00286943,0.0001769281,0.002946356],"category_scores_gemma":[0.0001153354,0.0003631625,0.0002555193,0.0001085868,0.0002138712,0.002769335,0.003152958,0.000486376,0.0001443786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435287,"about_ca_system_score_gemma":0.0002849717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00744785,"about_ca_topic_score_gemma":0.000213414,"domain_scores_codex":[0.9972019,0.0001014759,0.0006843051,0.000865419,0.0005408031,0.0006060656],"domain_scores_gemma":[0.9963453,0.00008969729,0.0005171049,0.002335034,0.0001817685,0.0005310485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001724858,0.0003567687,0.664054,0.0001811064,0.0003494794,0.004304776,0.00009434715,0.000002393014,0.007244811,0.00008783951,0.3180013,0.003598323],"study_design_scores_gemma":[0.005260433,0.0002467794,0.7011313,0.0003353427,0.0003658605,0.0013584,0.0000394787,0.0001397965,0.009271258,0.0001034845,0.2810796,0.0006683078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341216,0.0006317862,0.00002463507,0.00929614,0.001203414,0.001442242,0.0001117514,0.000111439,0.253057],"genre_scores_gemma":[0.9601792,0.00009975444,0.0002802744,0.007706965,0.000788659,0.0002087499,0.0002741238,0.00007844289,0.03038385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2260576,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6884903755","doi":"10.13016/m2ns0kz6z","title":"Maryland Gazette January 1776","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanity; Quarter (Canadian coin); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.07799194430395348,"gpt":0.4025361807042419,"spread":0.3245442364002884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003232152,0.0004557532,0.0008190583,0.0001386486,0.001606507,0.005387573,0.003076592,0.0001830342,0.001842136],"category_scores_gemma":[0.0001220149,0.0003787247,0.0002669015,0.0001126249,0.0002299332,0.002973255,0.003344048,0.0005228607,0.0001365067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467781,"about_ca_system_score_gemma":0.0003097601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055408,"about_ca_topic_score_gemma":0.0001350595,"domain_scores_codex":[0.9971023,0.000112943,0.0007117821,0.0008933959,0.0005553055,0.0006242779],"domain_scores_gemma":[0.996233,0.0001043442,0.0005332514,0.002395264,0.0001708547,0.0005632354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001937733,0.0003844519,0.5529863,0.0002112051,0.0003609706,0.005287577,0.00008057901,0.000002536177,0.007866897,0.00006728397,0.4274264,0.003388105],"study_design_scores_gemma":[0.005610192,0.0003091061,0.7671645,0.0004044455,0.0003961836,0.001185481,0.00004244094,0.0001871714,0.01002778,0.0001232771,0.213811,0.0007384374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7032728,0.0007355066,0.00003006697,0.01051005,0.001237348,0.001631707,0.0001291653,0.0001207618,0.2823326],"genre_scores_gemma":[0.9675813,0.0001232872,0.000321327,0.008237751,0.0008560463,0.0002358022,0.0002737776,0.00007435287,0.02229636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643085,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}