{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b2f599f8dbf1","filters":{"venue":"Rowan Digitals Works (Rowan University)"}},"results":[{"id":"W2592669227","doi":"","title":"Spectral Characterization of Analog Samples in Anticipation of OSIRIS-REx's Arrival at Bennu","year":2017,"lang":"en","type":"article","venue":"Rowan Digitals Works (Rowan University)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Asteroid; Osiris; Astrobiology; Regolith; Suite; Geology; Remote sensing; Astronomy; Physics; Geography","authors":[{"name":"K. L. Donaldson Hanna","is_ca":false},{"name":"D. L. Schrader","is_ca":false},{"name":"N. E. Bowles","is_ca":false},{"name":"B. E. Clark","is_ca":false},{"name":"E. A. Cloutis","is_ca":true},{"name":"H. C. Connolly","is_ca":false},{"name":"V. E. Hamilton","is_ca":false},{"name":"L. P. Keller","is_ca":false},{"name":"D. S. Lauretta","is_ca":false},{"name":"L. F. Lim","is_ca":false},{"name":"T. J. McCoy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01433098538520753,"gpt":0.2036459243439954,"spread":0.1893149389587879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007321527,0.0001137571,0.0002203403,0.0001653907,0.0001374431,0.00005346267,0.0003640994,0.00003946434,0.0001421429],"category_scores_gemma":[0.000007727251,0.0001252927,0.00007522389,0.000175577,0.0001733246,0.0008824464,0.00009230261,0.0000753971,0.000005701607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002629787,"about_ca_system_score_gemma":0.00004758554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337761,"about_ca_topic_score_gemma":0.00009738065,"domain_scores_codex":[0.9992511,0.00002676173,0.000182905,0.0001999071,0.0001389109,0.0002004362],"domain_scores_gemma":[0.9992213,0.00003117709,0.0003500271,0.0002878374,0.00004385619,0.00006578007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005547968,0.00006238012,0.9819014,0.00000860087,0.00002264702,0.000004938139,0.0002279471,0.0004903884,0.00913829,0.003813279,0.00001234688,0.004262311],"study_design_scores_gemma":[0.0003891352,0.00005517285,0.9911004,0.00009321545,0.0000175621,2.711029e-7,0.0002490549,0.0003511853,0.007056993,0.0002021139,0.0003520711,0.0001328622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801345,0.000003047282,0.003959027,0.00004971835,0.00005211635,0.000100931,0.0001898854,0.000007453948,0.0155033],"genre_scores_gemma":[0.9989614,0.000004291955,0.0001454786,0.000003188905,0.00004269222,1.262761e-7,0.0003109199,0.000005043386,0.0005268234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01882691,"threshold_uncertainty_score":0.510929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065121594","doi":"","title":"A DIGITAL APPLICATION FOR ASSESSMENT OF NEUROCOGNITIVE DISABILITIES","year":2022,"lang":"en","type":"dissertation","venue":"Rowan Digitals Works (Rowan University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","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":"Neurocognitive; Dementia; Task (project management); Context (archaeology); Test (biology); Neuropsychological assessment; Neuropsychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009987055246163286,"gpt":0.2577438140841689,"spread":0.2477567588380056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000404509,0.0003114742,0.000397398,0.0002714988,0.0002479234,0.0001957476,0.0003245924,0.00009536248,0.0009276162],"category_scores_gemma":[0.00004376171,0.0003747875,0.0003983354,0.0003666987,0.00007286827,0.0007010843,0.00008228078,0.0002965027,0.00001651842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503943,"about_ca_system_score_gemma":0.0003106776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006314227,"about_ca_topic_score_gemma":0.00002984606,"domain_scores_codex":[0.9986849,0.0000266243,0.0003234935,0.0004635743,0.000240567,0.0002607949],"domain_scores_gemma":[0.9981212,0.0007390196,0.0004436656,0.0003016836,0.0002940572,0.0001003532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002025133,0.008969132,0.05966781,0.001822897,0.003609194,0.00003691723,0.004573133,0.0139603,0.0002906619,0.5692772,0.01820802,0.3175596],"study_design_scores_gemma":[0.004593266,0.001356314,0.006163733,0.001129487,0.001477094,0.0000031524,0.2547277,0.001601346,0.002938099,0.01819882,0.7049781,0.002832948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1276961,0.00001142151,0.02365312,0.00005295945,0.0005090727,0.001736165,0.005762867,0.00008859057,0.8404897],"genre_scores_gemma":[0.942313,0.000006235857,0.0001297957,0.00000836678,0.000105612,0.00004688535,0.01292723,0.00005134796,0.04441155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8146169,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015975552","doi":"","title":"UNSUPERVISED LEARNING FOR ANOMALY DETECTION IN REMOTE SENSING IMAGERY","year":2021,"lang":"en","type":"dissertation","venue":"Rowan Digitals Works (Rowan University)","topic":"Landfill Environmental Impact Studies","field":"Environmental 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":"Canadian Bureau for International Education","keywords":"Anomaly detection; Autoencoder; Identification (biology); Unsupervised learning; Cluster analysis; Deep learning; Feature (linguistics); Hazard; Satellite; Thermal infrared","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008132621134748042,"gpt":0.1990629851516544,"spread":0.1909303640169063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001524684,0.0004631096,0.0005193754,0.0002954887,0.0003856007,0.0001811196,0.0002540083,0.0003663492,0.0002051955],"category_scores_gemma":[0.0001447979,0.0005520732,0.0002779376,0.0007988657,0.0001316885,0.0008235347,0.0002116422,0.0005125249,0.00006962685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179083,"about_ca_system_score_gemma":0.00003826633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000590372,"about_ca_topic_score_gemma":0.001654082,"domain_scores_codex":[0.9978181,0.0001058323,0.0003181082,0.0008121937,0.0003459191,0.0005998086],"domain_scores_gemma":[0.9991079,0.0001550632,0.0002545924,0.0003055308,0.00001981011,0.0001570825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00157663,0.0003211448,0.01682639,0.0004313871,0.0004922787,0.001585984,0.005861179,0.02340237,0.06800842,0.000007714311,0.0009325467,0.880554],"study_design_scores_gemma":[0.02029336,0.002115392,0.3575487,0.009203216,0.002151333,0.0002273881,0.1006571,0.03530729,0.3445021,0.002149215,0.110877,0.01496784],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244641,0.0002622203,0.005762273,0.0000813073,0.0003956544,0.0008531874,0.00001941833,0.0001724193,0.1679894],"genre_scores_gemma":[0.9712408,0.0002299929,0.0009873419,0.00005636848,0.00005717529,6.597868e-7,0.0005511458,0.00008717045,0.02678932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8655861,"threshold_uncertainty_score":0.9996931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027766428","doi":"","title":"DESIGN IN PUBLIC HEALTH CRISES: THE POWER OF EMPATHY IN VISUAL STORYTELLING A MULTI-COUNTRY ANALYSIS OF COVID-19 PUBLIC HEALTH CAMPAIGNS","year":2025,"lang":"en","type":"dissertation","venue":"Rowan Digitals Works (Rowan University)","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","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":"Nucleofection; Gestational period; Diafiltration; TSG101; Pretext; Proteogenomics; Fusible alloy; Dysgeusia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.132329098946958,"gpt":0.314281176446752,"spread":0.181952077499794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00135348,0.0003665712,0.00124965,0.003491455,0.0005699124,0.0002407364,0.0009553842,0.0001742534,0.000129219],"category_scores_gemma":[0.0002681625,0.0003455836,0.0003241749,0.002688239,0.0002978494,0.0005679664,0.0001436978,0.0005225506,0.000001618609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084219,"about_ca_system_score_gemma":0.003704189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589299,"about_ca_topic_score_gemma":0.04261178,"domain_scores_codex":[0.996716,0.0008931133,0.0009649573,0.0004586625,0.0004326826,0.0005346245],"domain_scores_gemma":[0.9967521,0.0007568008,0.00124196,0.0006398294,0.0003977871,0.0002115043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002853416,0.002101191,0.006195939,0.000809378,0.002960664,0.00001662285,0.8943347,0.004260039,4.950547e-7,0.08050552,0.002491715,0.006038342],"study_design_scores_gemma":[0.000928779,0.0001747877,0.002283984,0.0004797659,0.0001742147,1.708783e-7,0.90586,0.000507676,9.363536e-7,0.0001154966,0.08905854,0.0004156481],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4603163,0.08687623,0.1370762,0.02436979,0.00342,0.01245746,0.002856959,0.001048015,0.271579],"genre_scores_gemma":[0.9896091,0.00249454,0.00006719493,0.0005373684,0.0000180415,0.000009201865,0.0007365122,0.00002462524,0.006503436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5292928,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008956683","doi":"","title":"Creating Community: First-Gen Sense of Belonging","year":2024,"lang":"en","type":"article","venue":"Rowan Digitals Works (Rowan University)","topic":"Higher Education Research Studies","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":"Graduation (instrument); Higher education; Quarter (Canadian coin); Population; Graduate students; Graduate education; Sense of community","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0251834722065246,"gpt":0.3042417821756161,"spread":0.2790583099690915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006867633,0.0001373447,0.0002157537,0.0004620756,0.001469248,0.0003404612,0.0004184255,0.00009414402,0.0001894683],"category_scores_gemma":[0.0004600038,0.0001556811,0.0001326541,0.001739599,0.0006325319,0.0008086941,0.0002517879,0.0003844782,0.00005526356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389341,"about_ca_system_score_gemma":0.0003979605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059633,"about_ca_topic_score_gemma":0.001979858,"domain_scores_codex":[0.9983674,0.0003669579,0.000173001,0.000214293,0.0004432197,0.0004351717],"domain_scores_gemma":[0.9979967,0.001261377,0.00006487554,0.0002785437,0.0002028851,0.000195633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008714718,0.0006988563,0.05678017,0.0008468222,0.001291494,0.0007589888,0.4167251,0.001430839,0.0001820562,0.4446453,0.03305905,0.04349416],"study_design_scores_gemma":[0.0003062822,0.00008231374,0.004351661,0.001306358,0.00007981007,0.000002840485,0.2081038,0.000100094,0.0002252035,0.00210316,0.7828721,0.0004663231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3309968,0.0007203931,0.0005474988,0.004207028,0.0002339165,0.0002915428,0.00002795207,0.0003644903,0.6626104],"genre_scores_gemma":[0.9774928,0.0002964318,0.0001995469,0.00003556235,0.0001094344,0.000001051239,0.00001024862,0.0000168659,0.02183806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7498131,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6902120466","doi":"10.6084/m9.figshare.27620604.v1","title":"Using Academic Librarians and the Academic Library: Survey Results from Mathematics Faculty in United States and Canada","year":2024,"lang":"en","type":"other","venue":"Rowan Digitals Works (Rowan University)","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":"Outreach; Perception; Information literacy; Survey research; Higher education; Graduate students","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03960917777099619,"gpt":0.2367848807116975,"spread":0.1971757029407013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005155946,0.0009588069,0.001163817,0.002248602,0.0001482318,0.0006401657,0.001179667,0.001261446,0.0000738875],"category_scores_gemma":[0.0003533401,0.0008438528,0.0001003405,0.003555155,0.0009462349,0.00124054,0.001181647,0.002691706,0.00005834885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003975027,"about_ca_system_score_gemma":0.001077657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.463082,"about_ca_topic_score_gemma":0.3572754,"domain_scores_codex":[0.9959588,0.0006333134,0.0007467838,0.001229942,0.0006049849,0.0008261807],"domain_scores_gemma":[0.996651,0.001402661,0.0007613279,0.0007005846,0.00003971528,0.0004447465],"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":[0.001349025,0.00005468647,0.00892364,0.0003730568,0.001177448,0.0009415637,0.0037552,0.0008571475,0.00001001957,0.005338814,0.9769518,0.000267609],"study_design_scores_gemma":[0.009336155,0.00003573177,0.002121161,0.01305669,0.0008067892,0.00003663656,0.01075935,0.005497231,0.00003735404,0.006529993,0.948972,0.002810916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2027027,0.01440746,0.0002355235,0.002656287,0.0006526846,0.003968603,0.1854486,0.002487415,0.5874407],"genre_scores_gemma":[0.07829203,0.0106105,0.001140825,0.0006884351,0.0004184493,0.000003940894,0.02784756,0.004089908,0.8769084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2894677,"threshold_uncertainty_score":0.9996091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000469478","doi":"","title":"The Faculty Journey as Ontological Inquiry","year":2023,"lang":"en","type":"article","venue":"Rowan Digitals Works (Rowan University)","topic":"Polish Law and Legal System","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":"Ontology; Focus (optics); Politics; Mount; Fundamental ontology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07930518965828666,"gpt":0.326430547746494,"spread":0.2471253580882074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006565072,0.000167079,0.0002205992,0.0001384673,0.002041983,0.0007324111,0.0009445411,0.0002321486,0.00008520867],"category_scores_gemma":[0.000415491,0.0001332757,0.0002046521,0.001487459,0.0007553509,0.0008436362,0.0002030041,0.0002906828,0.0009046674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805414,"about_ca_system_score_gemma":0.0003236863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054476,"about_ca_topic_score_gemma":0.002707676,"domain_scores_codex":[0.9978461,0.000327708,0.0001887734,0.0003172226,0.0005387274,0.0007814127],"domain_scores_gemma":[0.9987433,0.0003612718,0.0001207176,0.0002702686,0.0001126878,0.0003917819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008080067,0.0000610438,0.004519891,0.000007532858,0.0001090095,0.0005426667,0.01215981,0.00009914336,0.000006867422,0.8336813,0.1328965,0.01583542],"study_design_scores_gemma":[0.0002407624,0.00003388975,0.002810329,0.00004845787,0.00001332914,0.00000302429,0.03733879,0.000005715218,0.000009021703,0.002716891,0.9565815,0.0001983351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1476221,0.00009634723,0.0001009688,0.006922019,0.0006340595,0.0002657752,0.00001581256,0.0006158196,0.8437271],"genre_scores_gemma":[0.9282711,0.000158515,0.000008019329,0.0001947446,0.0003725389,0.000001090274,0.00001663877,0.00001181125,0.07096561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8309644,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}