{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"c30179a9461f","filters":{"venue":"DataverseNL"}},"results":[{"id":"W6946299107","doi":"10.34894/yvnjn2","title":"Methane Controlled Release Experiment in Toronto (2021)","year":2025,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Methane; Plume; Methane emissions; Fraction (chemistry); Methane gas","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004901612763465179,"gpt":0.2398496997407477,"spread":0.2349480869772826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002735775,0.0004872902,0.0007378572,0.00001420056,0.00006213402,0.00002972239,0.0007742011,0.0003387954,0.04598822],"category_scores_gemma":[0.00007225353,0.0004614986,0.0001560311,0.0001529718,0.0001979902,0.000255719,0.001219266,0.000349057,0.0008756191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281339,"about_ca_system_score_gemma":0.0000371333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03799859,"about_ca_topic_score_gemma":0.007374504,"domain_scores_codex":[0.9974619,0.0001408249,0.0005336701,0.0008340005,0.0005127854,0.0005168619],"domain_scores_gemma":[0.9981844,0.00008787909,0.0001981196,0.001346662,0.000001911044,0.0001809797],"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":[0.0002351522,0.0002760518,0.00005466898,0.00001766816,0.00004764988,0.0001351514,0.00002603038,0.00146156,0.00002914195,0.000007593931,0.9964144,0.001294976],"study_design_scores_gemma":[0.002806989,0.0000561778,0.00009937507,0.00004145909,0.00008935164,0.00000307714,0.0005054011,0.0007406033,0.00001033421,0.000008208998,0.995206,0.0004330251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002638254,0.0002741825,0.0001148073,0.00004073777,0.0006675319,0.0008983512,0.989988,0.00002157475,0.007730953],"genre_scores_gemma":[0.0001071439,0.002465635,0.001531322,0.000538777,0.0000723039,0.0001559567,0.9915767,0.00001579853,0.003536314],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0451126,"threshold_uncertainty_score":0.9999023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7081941951","doi":"10.34894/wb4ytd","title":"Data and code for \"The sense and control of standing balance in the presence of motor noise\"","year":2025,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"MATLAB; Inverted pendulum; Control theory (sociology); Code (set theory); Balance (ability); Linear-quadratic regulator; Control (management); Pendulum","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02678180890261548,"gpt":0.2699115637733508,"spread":0.2431297548707354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116096,0.0001333725,0.0002688395,0.00004167985,0.00007365244,0.00004956134,0.001674081,0.00008759055,0.000004147002],"category_scores_gemma":[0.001183018,0.00008581716,0.00001868603,0.0001446888,0.000187397,0.0001494076,0.001174733,0.000173276,1.826081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005213422,"about_ca_system_score_gemma":0.00006715208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007692013,"about_ca_topic_score_gemma":0.00009967802,"domain_scores_codex":[0.9988783,0.00008346098,0.0002818166,0.0004186553,0.0001744341,0.0001633176],"domain_scores_gemma":[0.9955063,0.002117248,0.0002430018,0.00205886,0.00005372434,0.00002086664],"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":[0.00003281725,0.00001797035,0.00005995666,0.0005658477,0.00003006391,0.00001246819,0.00007420482,0.00001509665,0.0001163973,0.0003291521,0.9985582,0.0001878299],"study_design_scores_gemma":[0.0004676911,0.00002329402,0.00008652308,0.0001439124,0.00004038496,0.00001539969,0.0001529075,0.04155992,0.00003567952,0.0001529743,0.9572397,0.00008153395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002611973,0.0002683351,0.01939347,0.0007143863,0.0001060392,0.0004297517,0.9790349,0.000003849824,0.00002317081],"genre_scores_gemma":[0.01105548,0.001101737,0.001697101,0.0003713093,0.00007277166,0.00003887993,0.9855422,0.000001850374,0.0001186785],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04154483,"threshold_uncertainty_score":0.3499522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115697349","doi":"10.34894/mrye0q","title":"Data and code for \"Rapid switching of vestibulo-motor pathways through voluntary eyelid closure in primates\"","year":2025,"lang":"","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"MATLAB; Code (set theory); Closure (psychology); Eyelid; Program code; Source code","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0561668800236349,"gpt":0.3211031717649492,"spread":0.2649362917413143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","open_science","research_integrity"],"category_scores_codex":[0.004760385,0.002852304,0.004451817,0.001644612,0.0006709627,0.0004697803,0.009373666,0.001955533,0.0005415895],"category_scores_gemma":[0.004966444,0.003314888,0.0003507245,0.001964531,0.0008770109,0.004488122,0.0155171,0.002921475,0.00049099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008062036,"about_ca_system_score_gemma":0.003617775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206526,"about_ca_topic_score_gemma":0.01037291,"domain_scores_codex":[0.9840587,0.0009606457,0.004600209,0.00599003,0.001789156,0.002601233],"domain_scores_gemma":[0.9765639,0.003041395,0.003300753,0.0160544,0.0004950586,0.0005444707],"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":[0.003183986,0.001367378,0.0008695454,0.01601495,0.001286479,0.0003637093,0.0006661682,0.00003180989,0.003945873,0.0002303827,0.970636,0.001403752],"study_design_scores_gemma":[0.007861067,0.0008479486,0.000616984,0.005847245,0.003025577,0.0000855579,0.002131613,0.0084559,0.00031446,0.0003363299,0.9679328,0.002544559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00422989,0.003181562,0.0006323604,0.00009624954,0.002269959,0.006632694,0.9827492,0.0001424643,0.00006559767],"genre_scores_gemma":[0.0007257512,0.01180975,0.01504404,0.0004559761,0.0006561207,0.0002162613,0.970698,0.0003625157,0.00003156739],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01441168,"threshold_uncertainty_score":0.9993788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6890340284","doi":"10.34894/q5gjhx","title":"Homelessness policy development and program funding in Vancouver, Canada","year":2021,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Qualitative research; Public policy; Government (linguistics); Information system; Qualitative property; Policy analysis; Information governance; Good governance","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02058788156961735,"gpt":0.2836184030730791,"spread":0.2630305215034618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004081703,0.0006876272,0.0008895747,0.0007716899,0.0001730677,0.0002015041,0.0007393936,0.0003200567,0.0002653617],"category_scores_gemma":[0.0003293091,0.0007704541,0.00003505954,0.001419419,0.0001003056,0.0002660625,0.001289913,0.0007649631,0.000388342],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344515,"about_ca_system_score_gemma":0.01186329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8514941,"about_ca_topic_score_gemma":0.9990739,"domain_scores_codex":[0.9960588,0.0001526451,0.0006526964,0.001108155,0.0009047034,0.00112305],"domain_scores_gemma":[0.9977723,0.0001042311,0.0003298553,0.001316439,0.00008714182,0.0003900631],"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":[0.00002092557,0.0001540421,0.0001117124,0.000513777,0.0001033017,0.001945475,0.0000749949,0.000004370661,0.000001917858,0.000006087583,0.990465,0.006598397],"study_design_scores_gemma":[0.0007851642,0.00001096299,0.0003781984,0.000451301,0.00004450406,0.00002363392,0.001483033,0.000007588071,0.00002432439,0.000001835394,0.995945,0.0008444531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001070665,0.000164843,3.902802e-7,0.000009380906,0.001470028,0.0006414925,0.996496,0.00006739501,0.00007975708],"genre_scores_gemma":[0.0001150855,0.0002284265,0.0006056045,0.0001190271,0.0002559843,0.0001581056,0.998273,0.000102506,0.0001422941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1475797,"threshold_uncertainty_score":0.9994746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122988078","doi":"10.34894/ipvxmw","title":"The Allen Unger Commodities Dataset","year":2018,"lang":"","type":"dataset","venue":"DataverseNL","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Abu dhabi; Library science; Regional science; History; Geography; Economic history; Archaeology; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03765895544785416,"gpt":0.2691881970532941,"spread":0.2315292416054399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001370055,0.001014644,0.0008277664,0.0001863239,0.007494191,0.004263567,0.00318841,0.0003934194,0.05423494],"category_scores_gemma":[0.0002328969,0.000727172,0.0002709781,0.00007470943,0.004937141,0.0008907418,0.00238652,0.001174299,0.03465782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674797,"about_ca_system_score_gemma":0.0003639483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525058,"about_ca_topic_score_gemma":0.120678,"domain_scores_codex":[0.9948685,0.0006145946,0.001148635,0.001099251,0.00105465,0.001214433],"domain_scores_gemma":[0.9935959,0.0007399515,0.0007683772,0.004177725,0.0003952906,0.0003227724],"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":[0.00009769786,0.0002027333,0.000002805273,0.0001330938,0.0006799955,0.00007107141,0.000814439,2.520109e-7,8.505035e-7,0.01077676,0.9870062,0.0002140314],"study_design_scores_gemma":[0.0005376294,0.0002653566,0.00001782229,0.000131381,0.0004648429,0.000009827011,0.002859231,0.00005020792,0.000005271541,0.0007478656,0.993966,0.0009445391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006815263,0.0003342716,5.171942e-7,0.0006027223,0.006172757,0.000673533,0.9872437,0.0000343209,0.004870089],"genre_scores_gemma":[0.0001398814,0.009084883,0.000003534765,0.001172595,0.005969065,0.00005164237,0.9708365,0.00006758638,0.01267433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.117153,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6946279742","doi":"10.34894/1offvg","title":"One Health perspective on sources and transmission routes of carbapenem-resistant Pseudomonas aeruginosa: a cross-sectional study","year":2025,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"International Development Research Centre","keywords":"Perspective (graphical); Transmission (telecommunications); Reuse; Metadata; Carriage; Point (geometry); Health data","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02740295122802378,"gpt":0.3349310318404916,"spread":0.3075280806124678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001278765,0.0008910149,0.001521205,0.001115447,0.0006046713,0.0002301217,0.0009652184,0.0004231249,0.0004134215],"category_scores_gemma":[0.0003080576,0.000908464,0.0002385954,0.0007730686,0.0005392805,0.0002793709,0.0005203222,0.00114743,0.0001838192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225865,"about_ca_system_score_gemma":0.001208272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03194061,"about_ca_topic_score_gemma":0.00399311,"domain_scores_codex":[0.9935986,0.0007085322,0.001223444,0.001961584,0.001794607,0.0007131884],"domain_scores_gemma":[0.99584,0.0005419878,0.0009895718,0.0018676,0.0003934938,0.0003673748],"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":[0.002785441,0.003277036,0.001954832,0.0007775691,0.001024913,0.0000665244,0.001002074,0.00004446092,0.000143938,0.0002272659,0.9885921,0.0001038184],"study_design_scores_gemma":[0.005015001,0.002368246,0.07512049,0.0008495642,0.000510348,0.00001448323,0.005301928,0.0000187631,0.00009334381,0.00006889568,0.9096604,0.0009785377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01122199,0.0006369983,0.000005454938,0.00008766595,0.000307018,0.001979365,0.9855373,0.0001051774,0.00011905],"genre_scores_gemma":[0.01101321,0.0005228443,0.0001277998,0.0001247613,0.0002007484,0.0000704265,0.987707,0.00006878137,0.0001644184],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07893173,"threshold_uncertainty_score":0.9993366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6890317713","doi":"10.34894/w6vjqq","title":"Annoter Des Contenus Audiovisuels: Récit D’une Collaboration Entre Montréal Et Paris","year":2019,"lang":"fr","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Work (physics); Perspective (graphical); Subject (documents)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0274480689514291,"gpt":0.2841823743787714,"spread":0.2567343054273423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001432558,0.002130672,0.002253555,0.0008272625,0.0006523333,0.001332641,0.00188606,0.001860962,0.007867108],"category_scores_gemma":[0.001287488,0.002358222,0.000465648,0.002479702,0.00126913,0.003517178,0.001505532,0.001930802,0.4732722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037673,"about_ca_system_score_gemma":0.001310524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02373935,"about_ca_topic_score_gemma":0.03545763,"domain_scores_codex":[0.9897907,0.001657418,0.001831972,0.002691948,0.001964416,0.002063522],"domain_scores_gemma":[0.989987,0.0007805552,0.001874972,0.005226105,0.001369432,0.000761919],"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":[0.001267048,0.0009467488,0.0002886177,0.0009040864,0.001434075,0.001507914,0.002006953,0.0005143393,0.0008814375,0.0003108117,0.9890199,0.0009181239],"study_design_scores_gemma":[0.005061581,0.0004688359,0.000571996,0.001031198,0.001905853,0.000225562,0.006472001,0.001070692,0.0001833993,0.00007398261,0.9806438,0.002291089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001234254,0.003283213,0.0001269488,0.000892868,0.004347731,0.002649766,0.9862194,0.000235598,0.001010214],"genre_scores_gemma":[0.00129015,0.005769461,0.0009322321,0.001107351,0.001071147,0.0001182844,0.9843564,0.000486927,0.004868059],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4654051,"threshold_uncertainty_score":0.9997041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165080559","doi":"10.34894/mwggnq","title":"Canadian wildfire responder network","year":2021,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Brock University","funders":"","keywords":"First responder; Corporate governance; Collaborative governance; Qualitative property; Business; Environmental planning; Environmental resource management; Geography; Computer science; Environmental science; Medical emergency; Medicine; Finance","authors":[{"name":"Julia Baird","is_ca":true},{"name":"Robert Summers","is_ca":true},{"name":"Ryan Plummer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006064535240615403,"gpt":0.2031151053236549,"spread":0.1970505700830395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004972249,0.0004006397,0.0004072896,0.00008187546,0.0002576617,0.000130084,0.0009917367,0.000470358,0.03121863],"category_scores_gemma":[0.00015669,0.0004201058,0.000101263,0.0005182991,0.00009528025,0.0002230669,0.0006443823,0.0005693011,0.05145808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296867,"about_ca_system_score_gemma":0.000256107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6861574,"about_ca_topic_score_gemma":0.9034321,"domain_scores_codex":[0.9971716,0.0002608596,0.0003039605,0.0008499897,0.0005402279,0.0008733079],"domain_scores_gemma":[0.9970656,0.0001153933,0.0001468983,0.002102586,0.000004777003,0.0005647679],"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":[0.000005703694,0.00001412813,0.0002214062,0.00002428111,0.00003252421,0.0009354356,0.000007572861,0.00005480692,0.000002331859,7.013952e-7,0.9982913,0.0004098548],"study_design_scores_gemma":[0.0001326943,0.00002035074,0.000644598,0.00008694499,0.00004921921,0.00005651329,0.0000174732,0.0001039789,0.00000133151,0.000005531299,0.9984183,0.0004630299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001165498,0.00005869791,0.000001068902,0.000132545,0.002184642,0.0003258958,0.9952855,0.00003258714,0.001862516],"genre_scores_gemma":[0.00005783919,0.00008356879,0.00009778037,0.001496255,0.0005787305,0.00002365829,0.99621,0.00003819165,0.001414003],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2172747,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7108219732","doi":"10.34894/z7k2bz","title":"Survey of historical databases with longitudinal micro-data","year":2025,"lang":"","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Institute for Public Safety Research and Treatment","funders":"","keywords":"Context (archaeology); Sample (material); Population; Census; Historical demography; Data collection","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1387640022536027,"gpt":0.3328260606676299,"spread":0.1940620584140272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.006815098,0.003049152,0.00496784,0.002295764,0.0005941881,0.0002809085,0.01604593,0.0009402308,0.00556589],"category_scores_gemma":[0.008017284,0.003021279,0.0002749936,0.005861153,0.002006234,0.002803508,0.02275574,0.003115182,0.006763212],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003842466,"about_ca_system_score_gemma":0.007626364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1498694,"about_ca_topic_score_gemma":0.09936917,"domain_scores_codex":[0.9799306,0.003271796,0.00366521,0.007167817,0.003568,0.002396589],"domain_scores_gemma":[0.9520546,0.003582202,0.003882519,0.03771562,0.001823568,0.0009414752],"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":[0.005301623,0.003448044,0.01464541,0.002899647,0.003178359,0.001532211,0.00001609042,0.00001235289,0.00007606798,0.00001224598,0.9686278,0.0002502108],"study_design_scores_gemma":[0.00360814,0.0005125341,0.01375317,0.002472753,0.005377548,0.0001854781,0.00007042424,0.0001670599,0.00008719095,3.840691e-7,0.9710909,0.00267448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001172647,0.002132234,0.0004581549,0.00003240992,0.002785182,0.001649413,0.9926184,0.0001124991,0.00009440712],"genre_scores_gemma":[0.0001620014,0.002880449,0.003329495,0.00007787749,0.0004279625,0.00002880892,0.9918727,0.0002587354,0.0009619157],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05050023,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6908981585","doi":"10.34894/gyq2cz","title":"Yorkshire UK, Woolshop, Halifax","year":2013,"lang":"en","type":"dataset","venue":"DataverseNL","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":"Period (music); Event (particle physics); Government (linguistics); Table (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03335070333904737,"gpt":0.2699585526992499,"spread":0.2366078493602025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005151197,0.001176674,0.001076129,0.0006387084,0.0002581516,0.0005100116,0.002967122,0.001160364,0.07363074],"category_scores_gemma":[0.0005716294,0.001165929,0.0003020388,0.0006823916,0.0003527007,0.0006234986,0.001631378,0.001687363,0.7775993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266431,"about_ca_system_score_gemma":0.000331216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005606963,"about_ca_topic_score_gemma":0.00188373,"domain_scores_codex":[0.9947438,0.0002635972,0.000794756,0.001593973,0.001328233,0.001275641],"domain_scores_gemma":[0.992048,0.0001889004,0.0006999752,0.006305393,0.0001823521,0.0005753929],"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":[0.00003483372,0.0001200583,0.000006335898,0.0001479322,0.0002476316,0.0003388338,0.00001564887,0.000002607351,0.00002079722,0.00003103983,0.9988202,0.0002140178],"study_design_scores_gemma":[0.0006914079,0.00003794677,0.00003044311,0.0001948726,0.0003928407,0.00007977801,0.0001365222,0.00002251554,0.000008948216,0.00003633437,0.9970822,0.001286135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001726973,0.00008701711,0.000002557079,0.00004371458,0.001959885,0.0009142263,0.9951211,0.0003325329,0.001521703],"genre_scores_gemma":[0.000007921345,0.0002506059,0.0002263653,0.0006595438,0.001330149,0.0001371248,0.9948426,0.0002618605,0.002283845],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7039686,"threshold_uncertainty_score":0.999079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119917550","doi":"10.34894/stglgw","title":"Canada, 1901-1916","year":2017,"lang":"","type":"dataset","venue":"DataverseNL","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":"Period (music); Set (abstract data type); Information system; Work (physics)","authors":[{"name":"Sofia Rosero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227636448495653,"gpt":0.2785315098259434,"spread":0.2557678649763781,"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.001456706,0.002950384,0.002753548,0.0006995245,0.002986627,0.001583558,0.01290261,0.001557617,0.04793528],"category_scores_gemma":[0.003114781,0.003457304,0.0004490016,0.0004730181,0.001514091,0.001709416,0.00652648,0.003568705,0.5407595],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004524011,"about_ca_system_score_gemma":0.03566312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945476,"about_ca_topic_score_gemma":0.9987791,"domain_scores_codex":[0.9856993,0.0006365824,0.001910076,0.004019764,0.004158353,0.003575953],"domain_scores_gemma":[0.9681846,0.0004106391,0.003841269,0.02492482,0.0005028329,0.002135766],"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":[0.0002560444,0.0002762385,0.00002487056,0.0005321216,0.001085966,0.007867108,0.0000181146,0.000008533114,0.00002446961,0.00002521867,0.9891003,0.0007809862],"study_design_scores_gemma":[0.002188469,0.0000913963,0.0006962873,0.0007101674,0.001814004,0.0002737611,0.0001769339,0.00008741158,0.00002431092,0.000008708907,0.9903898,0.003538719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001463821,0.0002035855,0.000001865813,0.0001781595,0.01105389,0.001377749,0.9825156,0.00008815674,0.004566395],"genre_scores_gemma":[0.0001868314,0.0009646281,0.00009552635,0.001258115,0.003054542,0.00005511164,0.9891725,0.0005797247,0.004633072],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4928242,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119823828","doi":"10.34894/mjjpab","title":"Canada, 1960-1967","year":2017,"lang":"","type":"dataset","venue":"DataverseNL","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":"","authors":[{"name":"Sofia Rosero Abad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02355228825334824,"gpt":0.2767637361288865,"spread":0.2532114478755383,"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.001486325,0.00300961,0.002815884,0.0007119143,0.003102897,0.001675484,0.01317544,0.001589959,0.04741469],"category_scores_gemma":[0.002959173,0.003559091,0.0004751586,0.0004793479,0.001525116,0.001634525,0.006508622,0.003652835,0.5535296],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004714471,"about_ca_system_score_gemma":0.03906872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924368,"about_ca_topic_score_gemma":0.9986278,"domain_scores_codex":[0.9854463,0.0006488799,0.001961651,0.004092317,0.004246103,0.003604704],"domain_scores_gemma":[0.9677934,0.0003932952,0.003933423,0.02520158,0.0005034508,0.002174869],"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":[0.000261672,0.0002855824,0.00003790272,0.0005501902,0.00109818,0.008038986,0.00002328607,0.000009193641,0.00002255949,0.00002988651,0.9892974,0.0003451479],"study_design_scores_gemma":[0.002192948,0.00009510923,0.0003771702,0.0006921071,0.001863626,0.0002930993,0.0001629675,0.0001030694,0.00002874153,0.000008286839,0.99058,0.003602888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002422564,0.0002131343,0.000001833127,0.0001721051,0.01131479,0.001385528,0.9837636,0.00008750644,0.003037281],"genre_scores_gemma":[0.0001786186,0.0008549857,0.00009493471,0.001257157,0.003078107,0.00005737576,0.9866301,0.0005918715,0.007256817],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5061148,"threshold_uncertainty_score":0.9997062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123278086","doi":"10.34894/skdfbk","title":"Canada, 1960-2015","year":2018,"lang":"","type":"dataset","venue":"DataverseNL","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":"","authors":[{"name":"Linda Briskin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01662425171845271,"gpt":0.2596919638685671,"spread":0.2430677121501144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001703897,0.002884762,0.002371053,0.0008729005,0.001073994,0.0006153733,0.007068201,0.001561793,0.1015663],"category_scores_gemma":[0.001676325,0.00334264,0.000357801,0.00185278,0.001696789,0.00104729,0.004868263,0.002563866,0.5546787],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005882514,"about_ca_system_score_gemma":0.03463549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896091,"about_ca_topic_score_gemma":0.9980782,"domain_scores_codex":[0.9847823,0.0009131457,0.002199411,0.004008126,0.00450392,0.003593099],"domain_scores_gemma":[0.9805547,0.0004180211,0.002119409,0.01372112,0.0008902164,0.002296533],"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":[0.0003344504,0.0003220131,0.000009474675,0.0003906944,0.0010179,0.002494959,0.00003316208,0.000003945535,0.00002743572,0.00002361872,0.9952747,0.00006767079],"study_design_scores_gemma":[0.001879605,0.0002276183,0.00006015997,0.0004611406,0.001599211,0.0002765878,0.0002277853,0.0001335425,0.00006621232,0.000009401777,0.9916522,0.003406556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002087913,0.0001567544,0.000002585834,0.0001594478,0.01146616,0.001330579,0.9854736,0.0001157276,0.001274295],"genre_scores_gemma":[0.00004916517,0.0004647494,0.0002073939,0.002254972,0.005669785,0.00004587439,0.9880268,0.000621503,0.002659789],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4531124,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6928049937","doi":"10.34894/gao9a6","title":"Deep Digitization: Considerations and Tools for Imaging Cultural Heritage Beyond the Basics","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Mary's University","funders":"","keywords":"Cultural heritage; Digital imaging; Work (physics); Deep time; Field (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04165343838296492,"gpt":0.2932412446100058,"spread":0.2515878062270409,"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":[0.0003177478,0.0004809265,0.0004227983,0.0001024305,0.0006448705,0.002725161,0.0004422351,0.0001722971,0.0006801303],"category_scores_gemma":[0.001378449,0.0003704068,0.0001069859,0.0001730549,0.0003684056,0.002580523,0.0004354111,0.0003849404,0.003485073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080715,"about_ca_system_score_gemma":0.0001707248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003417721,"about_ca_topic_score_gemma":0.0004120312,"domain_scores_codex":[0.9979351,0.0001114552,0.00043618,0.0006940388,0.0003752266,0.0004479739],"domain_scores_gemma":[0.9965208,0.001212285,0.0003396955,0.001535321,0.0002796047,0.0001123172],"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":[0.00001531459,0.00002441075,0.000008381661,0.0001070052,0.00009357663,0.00002026594,0.0001137486,0.0000353833,0.0000146594,0.001452549,0.9980048,0.000109928],"study_design_scores_gemma":[0.0007447977,0.00001594008,0.00002357352,0.00004132052,0.0003370216,0.0001285607,0.001695589,0.0009121778,0.000008155552,0.0004914469,0.9951071,0.0004943644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000007517053,0.0001328523,0.0003372321,0.0003487448,0.000725367,0.001596457,0.996475,0.00007291269,0.0003039345],"genre_scores_gemma":[0.0001385466,0.0001284027,0.0007180565,0.001571279,0.0004764216,0.0001147232,0.9966627,0.00008579396,0.0001041217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002897724,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123255192","doi":"10.34894/1m6d19","title":"Canada_1901-2015","year":2019,"lang":"","type":"dataset","venue":"DataverseNL","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":"","authors":[{"name":"Sjaak van der Velden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0323508107034363,"gpt":0.2980543118732532,"spread":0.2657035011698168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00177648,0.002933356,0.002836525,0.00163058,0.0006016135,0.0007852102,0.006671584,0.00225557,0.1691743],"category_scores_gemma":[0.001062812,0.003425147,0.0006201695,0.001928366,0.0008640094,0.001522227,0.004772943,0.00380753,0.9463398],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132262,"about_ca_system_score_gemma":0.005754777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03793005,"about_ca_topic_score_gemma":0.03698433,"domain_scores_codex":[0.985226,0.0008605757,0.002100524,0.004225571,0.004057641,0.003529684],"domain_scores_gemma":[0.9787836,0.0004927036,0.002058523,0.01632941,0.0005347428,0.001801035],"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":[0.0003585087,0.0004400422,0.00001777547,0.0008138538,0.001093117,0.001620046,0.00005947068,0.00003966265,0.00006500584,0.0000485363,0.995297,0.0001470462],"study_design_scores_gemma":[0.002740751,0.0002355962,0.00003650725,0.0005599328,0.001985521,0.000259593,0.0003857109,0.0003430672,0.00002157199,0.0000065399,0.9898345,0.003590748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001152252,0.0003598382,0.000003236971,0.0001241043,0.0138569,0.002346122,0.9801958,0.0001403791,0.002962091],"genre_scores_gemma":[0.00005038323,0.001107277,0.0001402913,0.001239344,0.002107349,0.00004371255,0.9859996,0.0007387997,0.008573174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7771655,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123245678","doi":"10.34894/6ltpbq","title":"Canada, 1820-1890","year":2016,"lang":"","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University","funders":"","keywords":"Variety (cybernetics); Craft; Government (linguistics); Labor relations; Context (archaeology)","authors":[{"name":"Bryan D. Palmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492530705172669,"gpt":0.2373028426240442,"spread":0.2223775355723176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001161481,0.00291126,0.002415646,0.0008629192,0.0009257991,0.0004549349,0.006784824,0.001435089,0.1325113],"category_scores_gemma":[0.001651664,0.002714174,0.0004097307,0.001238826,0.001083609,0.001286818,0.004345326,0.002181765,0.5595249],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00652394,"about_ca_system_score_gemma":0.03040889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729232,"about_ca_topic_score_gemma":0.9940807,"domain_scores_codex":[0.9848514,0.0008706503,0.002235736,0.00398722,0.00422018,0.003834788],"domain_scores_gemma":[0.98116,0.000749264,0.002054677,0.0132663,0.000564185,0.002205583],"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":[0.0003183318,0.0002440296,0.00001719673,0.0003801774,0.001001783,0.00407957,0.00001275535,0.000001935681,0.0001076393,0.00009701619,0.9929557,0.0007838762],"study_design_scores_gemma":[0.002692014,0.0001028033,0.0001111293,0.0009729135,0.001185267,0.0002521257,0.0001388815,0.00001698665,0.00009251699,0.00001587656,0.9909728,0.003446742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000122586,0.0001829534,0.000008344678,0.0003136148,0.008790939,0.001326219,0.9874263,0.0001258752,0.001813454],"genre_scores_gemma":[0.00007179404,0.001174055,0.00005790094,0.002011468,0.00326354,0.00006211431,0.9860961,0.0006427625,0.006620209],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4270136,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7123277454","doi":"10.34894/ojrrpc","title":"Canada, 1901-1916","year":2017,"lang":"","type":"dataset","venue":"DataverseNL","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":"Set (abstract data type); Official statistics; Government (linguistics); Data set; Information system","authors":[{"name":"Sofia Rosero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227636448495653,"gpt":0.2785315098259434,"spread":0.2557678649763781,"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","research_integrity","insufficient_payload"],"category_scores_codex":[0.001456706,0.002950384,0.002753548,0.0006995245,0.002986627,0.001583558,0.01290261,0.001557617,0.04793528],"category_scores_gemma":[0.003114781,0.003457304,0.0004490016,0.0004730181,0.001514091,0.001709416,0.00652648,0.003568705,0.5407595],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004524011,"about_ca_system_score_gemma":0.03566312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945476,"about_ca_topic_score_gemma":0.9987791,"domain_scores_codex":[0.9856993,0.0006365824,0.001910076,0.004019764,0.004158353,0.003575953],"domain_scores_gemma":[0.9681846,0.0004106391,0.003841269,0.02492482,0.0005028329,0.002135766],"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":[0.0002560444,0.0002762385,0.00002487056,0.0005321216,0.001085966,0.007867108,0.0000181146,0.000008533114,0.00002446961,0.00002521867,0.9891003,0.0007809862],"study_design_scores_gemma":[0.002188469,0.0000913963,0.0006962873,0.0007101674,0.001814004,0.0002737611,0.0001769339,0.00008741158,0.00002431092,0.000008708907,0.9903898,0.003538719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001463821,0.0002035855,0.000001865813,0.0001781595,0.01105389,0.001377749,0.9825156,0.00008815674,0.004566395],"genre_scores_gemma":[0.0001868314,0.0009646281,0.00009552635,0.001258115,0.003054542,0.00005511164,0.9891725,0.0005797247,0.004633072],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4928242,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125432089","doi":"10.34894/bw7xi9","title":"Turkey 1935,2000 [Global Collaboratory on the History of Labour Relations 1500-2000 Dataset]","year":2018,"lang":"","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Collaboratory; Labor relations; Industrial relations; History of computing; Relation (database)","authors":[{"name":"Gavin Brockett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0245082470580153,"gpt":0.2603633801964944,"spread":0.2358551331384791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005660983,0.003210484,0.002810362,0.00124118,0.001317807,0.0003321812,0.008773316,0.002449215,0.1211621],"category_scores_gemma":[0.005643601,0.002961264,0.000611836,0.004971362,0.007176563,0.00193729,0.003361924,0.003536815,0.3648693],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03759726,"about_ca_system_score_gemma":0.04218658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005893201,"about_ca_topic_score_gemma":0.004970866,"domain_scores_codex":[0.9796506,0.003917546,0.003831363,0.004189229,0.005788202,0.002623087],"domain_scores_gemma":[0.9691203,0.001762638,0.005304181,0.02011946,0.002432687,0.001260701],"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":[0.001673432,0.001974406,0.00004010878,0.0004156666,0.001651146,0.0003513673,0.000565012,0.0001611602,0.00007594882,0.002233402,0.9908245,0.00003388522],"study_design_scores_gemma":[0.002769474,0.0006709009,0.0002177719,0.0009030969,0.002231776,0.00007214156,0.0009191058,0.0002326669,0.00002117451,0.00007966925,0.9892876,0.002594665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000368305,0.001554266,0.000003540384,0.0002019235,0.01110428,0.003166977,0.9783705,0.0001947588,0.005035442],"genre_scores_gemma":[0.0002335455,0.0008693026,0.0002221416,0.002370914,0.00210467,0.0001628222,0.9866718,0.0004702189,0.00689457],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2437072,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6890288714","doi":"10.34894/v3fiui","title":"The stress-buffering role of friendships in young people with childhood threat experiences: a preliminary report","year":2024,"lang":"en","type":"dataset","venue":"DataverseNL","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":"Friendship; Preliminary report; Stress (linguistics); Self-report study; Mental health","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007337630496003225,"gpt":0.2423560722051813,"spread":0.235018441709178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008543637,0.0008279479,0.0009052056,0.0005064975,0.0002612825,0.0002770498,0.001923027,0.0003626952,0.0003373142],"category_scores_gemma":[0.0003778812,0.0005689879,0.0001579848,0.00132955,0.0004377686,0.0005616075,0.001503736,0.001298599,0.003100398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720459,"about_ca_system_score_gemma":0.0005336215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267214,"about_ca_topic_score_gemma":0.05582936,"domain_scores_codex":[0.9949737,0.0001842197,0.00109458,0.001464875,0.001398438,0.0008841864],"domain_scores_gemma":[0.9945507,0.000287641,0.0008049506,0.004085228,0.00009653886,0.0001749079],"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":[0.0004038314,0.0003265008,0.002492088,0.0002709675,0.0002497355,0.001870896,0.01106495,0.00004620778,0.00001458749,0.0000211141,0.9831946,0.00004453718],"study_design_scores_gemma":[0.0006307781,0.0003847474,0.005413162,0.001867661,0.0004271497,0.001821436,0.1172635,0.00008280539,0.0001564641,0.00005311389,0.8710034,0.000895769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02616806,0.000621447,6.658442e-7,0.00001084112,0.0005723598,0.0009395844,0.9709193,0.0001241406,0.0006436509],"genre_scores_gemma":[0.05497983,0.0002925631,0.00005419502,0.000004274905,0.0001989575,0.0005678795,0.9436904,0.0001669891,0.00004489649],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1121912,"threshold_uncertainty_score":0.9996762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6928051758","doi":"10.34894/iqh1pi","title":"Linked Literary History, or An Ontology of One’s Own: The Canadian Writing Research Collaboratory Ontology","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Ontology; Collaboratory; Digital humanities; Metadata; Hypermedia; Genre analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2934675641471309,"gpt":0.4048284309067696,"spread":0.1113608667596387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005921907,0.0008168893,0.001647935,0.002570432,0.0006686189,0.0001540057,0.005032243,0.002091064,0.01099031],"category_scores_gemma":[0.002478791,0.0006908817,0.0001460848,0.001396197,0.002499681,0.0006575952,0.00100094,0.00415341,0.02279309],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007166076,"about_ca_system_score_gemma":0.02583866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6038519,"about_ca_topic_score_gemma":0.9867533,"domain_scores_codex":[0.9880579,0.004931423,0.001372521,0.00178562,0.001643236,0.002209335],"domain_scores_gemma":[0.9872764,0.001718187,0.0009839415,0.007393975,0.001703026,0.000924422],"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":[0.0006144226,0.0002349145,0.0001072789,0.0004387191,0.0003065474,0.001018621,0.0007888236,0.000001435906,0.00008848032,0.000272805,0.9959304,0.0001975981],"study_design_scores_gemma":[0.001055616,0.0005499184,0.0004404847,0.000263087,0.0002185451,0.0001236213,0.000961522,0.00003610895,0.000004737721,0.00003432774,0.9956006,0.000711446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004052522,0.0009231248,1.529592e-7,0.0002887676,0.002125768,0.001735869,0.9929742,0.00006615574,0.001480729],"genre_scores_gemma":[0.0006311379,0.0001746394,0.0001752486,0.00130648,0.0008815511,0.0001178985,0.9954209,0.0002122501,0.001079882],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3829014,"threshold_uncertainty_score":0.9995542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7076154797","doi":"10.34894/jv4knu","title":"Neural Mechanisms Underlying Diversification of Choice","year":2020,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Theoretical and Computational Physics","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":"Voxel; Pattern recognition (psychology); Segmentation; Preprocessor; Artificial neural network; Normalization (sociology); Stimulus (psychology); Functional magnetic resonance imaging","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03210747610794026,"gpt":0.2703888034540834,"spread":0.2382813273461431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003218202,0.0001628595,0.0002148362,0.00003118678,0.00006044537,0.00002536212,0.0003575817,0.00004655137,0.0007597681],"category_scores_gemma":[0.000008530374,0.000162667,0.00009967359,0.0001194374,0.00005992412,0.00009582406,0.0002087945,0.0002081829,0.0008040665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022934,"about_ca_system_score_gemma":0.00003804542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001784775,"about_ca_topic_score_gemma":8.369013e-7,"domain_scores_codex":[0.9991741,0.00003664365,0.0001896807,0.0002560045,0.0002191782,0.0001244546],"domain_scores_gemma":[0.9992704,0.0001205847,0.0001920099,0.0003019094,0.00004488552,0.00007017917],"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":[0.000008607798,0.00005240816,0.000002734839,0.00003780964,0.00006594171,8.409647e-7,0.00001083667,0.00007155917,0.00006017614,0.07770777,0.9210236,0.0009576799],"study_design_scores_gemma":[0.0002766096,0.00004232771,0.00006955947,0.00002425244,0.0001494242,1.751347e-7,0.0001328832,0.0008185473,0.0000865124,0.07263871,0.9255273,0.0002337043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003551937,0.000001311015,0.009700797,0.00004839667,0.0001971061,0.0001011954,0.9897368,0.00001157324,0.0001673327],"genre_scores_gemma":[0.03772159,0.000001045398,0.0001963295,0.0000779636,0.0001663107,0.000003919426,0.9618139,0.000008459243,0.00001045814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03768607,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6965281604","doi":"10.34894/jncd0x","title":"Taking Digital Humanities to Guatemala, a Case Study in the Preservation of Colonial Musical Heritage","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Digital humanities; Colonialism; Musical; Tourism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131593710720163,"gpt":0.3405864781782039,"spread":0.2274271071061876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084214,0.0004960086,0.0007264414,0.0005352935,0.0001291363,0.0004730337,0.001574315,0.0002203906,0.0005911345],"category_scores_gemma":[0.001005041,0.000414155,0.0001017673,0.0006405489,0.0001488922,0.001180986,0.001266427,0.0006733553,0.004526935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098507,"about_ca_system_score_gemma":0.0001718873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0141802,"about_ca_topic_score_gemma":0.05658393,"domain_scores_codex":[0.9963334,0.0004755995,0.0008237432,0.0007532118,0.001136819,0.0004772813],"domain_scores_gemma":[0.99607,0.0005000215,0.000679804,0.002554964,0.0001370362,0.00005818956],"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":[0.0002198902,0.001144255,0.000325945,0.0002100544,0.000102928,0.008891388,0.007303534,0.00003968367,0.00001104224,0.00001654002,0.9817172,0.000017567],"study_design_scores_gemma":[0.001201248,0.0006675806,0.001429828,0.0001445429,0.0001825592,0.0004275923,0.03465688,0.00004011034,0.000001083956,0.000003121478,0.9607998,0.0004456669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3244666,0.00000241886,5.264762e-7,0.000007856158,0.0002371813,0.002335627,0.672834,0.00002054086,0.00009521153],"genre_scores_gemma":[0.2518452,7.430019e-7,0.000009242215,0.0000921596,0.0002110147,0.0001181545,0.7476229,0.00005681144,0.00004384657],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07478891,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6909053668","doi":"10.34894/sikobn","title":"Project Endings: Early Impressions From Our Recent Survey On Project Longevity In DH","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Longevity; Work (physics); Life expectancy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1645718572301025,"gpt":0.3035354488334409,"spread":0.1389635916033383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001468305,0.0005253822,0.001213211,0.0009350023,0.0001487141,0.0002715455,0.001096932,0.0004157006,0.003630167],"category_scores_gemma":[0.0006660831,0.0005628474,0.0001747688,0.0004924444,0.00006996674,0.000388549,0.0008496821,0.0006990253,0.07678989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344149,"about_ca_system_score_gemma":0.0001429771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05538288,"about_ca_topic_score_gemma":0.003442621,"domain_scores_codex":[0.9963953,0.00009901892,0.0009682753,0.001748651,0.0001115166,0.00067722],"domain_scores_gemma":[0.9970084,0.0001918239,0.0008382388,0.001840414,0.00003598814,0.00008509935],"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":[0.00008438772,0.000195346,0.00445284,0.00003449101,0.0001502282,0.00002349283,0.0001862976,0.000005049615,1.474872e-7,0.00004870164,0.99472,0.00009896386],"study_design_scores_gemma":[0.0008104878,0.00006668454,0.01366376,0.0001080615,0.0000200584,5.369998e-7,0.000441041,0.00002887784,0.000001437095,0.00004448409,0.9841911,0.0006235034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00145003,0.0001553569,0.000001280232,0.00003204451,0.007719718,0.0009386835,0.983285,0.00002545651,0.006392422],"genre_scores_gemma":[0.0003395629,0.003542267,0.00003722458,0.0001670013,0.0002309937,0.00005336467,0.9856235,0.00003525166,0.009970821],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07315972,"threshold_uncertainty_score":0.9996823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7165549971","doi":"10.34894/vol0pf","title":"Alexithymia, External Gain Expectations, and Overreporting on Symptom Validity Tests in Hospital Outpatients: Further Evidence for the Relevance of Alexithymia","year":2025,"lang":"","type":"dataset","venue":"DataverseNL","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":"Alexithymia; Personality; Toronto Alexithymia Scale; Type D personality; Weight gain; Psychometrics; Personality Assessment Inventory; Minnesota Multiphasic Personality Inventory","authors":[{"name":"Brechje Dandachi‐FitzGerald","is_ca":false},{"name":"Sabine Hoes","is_ca":false},{"name":"Rudolf Ponds","is_ca":false},{"name":"Harald Merckelbach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05298791177740882,"gpt":0.3427562138618849,"spread":0.2897683020844761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003486954,0.001850039,0.002017556,0.001111931,0.0006751978,0.0004213044,0.002751706,0.0007952786,0.0002585622],"category_scores_gemma":[0.0366828,0.001701373,0.0005291247,0.001608384,0.001390964,0.00166837,0.001850753,0.001844809,0.0002996568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248892,"about_ca_system_score_gemma":0.001228393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584914,"about_ca_topic_score_gemma":0.001595422,"domain_scores_codex":[0.9873154,0.001048774,0.004204394,0.003381774,0.00239675,0.001652885],"domain_scores_gemma":[0.9718503,0.01525035,0.006378436,0.005513595,0.000667282,0.0003400015],"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":[0.003859223,0.002895403,0.05488831,0.003786001,0.0007772114,0.000316801,0.004719866,0.000617087,0.0002366795,0.0001601934,0.9237205,0.004022716],"study_design_scores_gemma":[0.02118505,0.009618887,0.2029376,0.1959585,0.004960959,0.0001780475,0.03746695,0.02206716,0.001933427,0.001062494,0.4931428,0.009488156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0927201,0.002713243,0.0004729074,0.0001683217,0.002418943,0.005956338,0.8954639,0.00006309489,0.00002309272],"genre_scores_gemma":[0.1018391,0.00565223,0.003544072,0.000296586,0.0008355103,0.001485612,0.8857658,0.0003079919,0.0002731133],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4305778,"threshold_uncertainty_score":0.9994244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105670607","doi":"10.34894/fydtc9","title":"Toward a Theory of Editorialization","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","authors":[{"name":"Marcello Vitali-Rosati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08829417226451065,"gpt":0.2517071426997086,"spread":0.1634129704351979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002550514,0.0002234031,0.0003444777,0.0001443439,0.00008241722,0.000367592,0.0005289179,0.000139028,0.02615835],"category_scores_gemma":[0.0001132724,0.000197556,0.0001197472,0.00002120377,0.0002130166,0.0005519825,0.0001938671,0.0002313833,0.002223653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891555,"about_ca_system_score_gemma":0.0000701187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001316669,"about_ca_topic_score_gemma":0.0001417967,"domain_scores_codex":[0.9988136,0.00006126429,0.0003252467,0.0002488936,0.000365017,0.0001860289],"domain_scores_gemma":[0.9987329,0.0001233035,0.0002661566,0.0006939267,0.000142983,0.00004072293],"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":[0.00003293226,0.00004578234,1.653383e-7,0.0002647642,0.00005699255,0.000005255733,0.0009349244,3.50522e-7,1.392638e-7,0.09872029,0.8998402,0.00009817798],"study_design_scores_gemma":[0.0001839596,0.00007677187,3.51907e-7,0.000100119,0.00009325749,8.386521e-7,0.002082724,4.927895e-7,0.000001685789,0.002567364,0.9946692,0.0002232549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000005270299,0.00003327266,0.000002147485,0.000005790709,0.02295187,0.0001712349,0.9512421,0.00001948634,0.0255688],"genre_scores_gemma":[0.0001498528,0.0000658307,0.000001820142,0.0001184553,0.009266789,0.000005521018,0.9826531,0.0000194469,0.007719165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09615292,"threshold_uncertainty_score":0.9985532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6909298327","doi":"10.34894/qxm2kn","title":"Humanities Centered Design Features: Emergent Serendipity with HuViz","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"Serendipity; Digital humanities; Key (lock); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09024172021502865,"gpt":0.2874298614790124,"spread":0.1971881412639838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005295368,0.001359981,0.001175604,0.000674252,0.0003499917,0.0003622481,0.002294262,0.0006147525,0.01219031],"category_scores_gemma":[0.000106326,0.001171266,0.0002161765,0.0004164035,0.0003297729,0.0006602934,0.0009272254,0.001411551,0.1071522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047284,"about_ca_system_score_gemma":0.0004449936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131544,"about_ca_topic_score_gemma":0.00357354,"domain_scores_codex":[0.9944724,0.0005697272,0.0006256694,0.001605749,0.001510457,0.001215935],"domain_scores_gemma":[0.9936703,0.0001520279,0.0008307713,0.004867283,0.0002133352,0.0002662657],"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":[0.0007891275,0.0002940122,0.000009394523,0.0004567565,0.0008455596,0.0003443256,0.0001203818,0.00006331946,0.00002619612,0.0000222343,0.9970115,0.00001713056],"study_design_scores_gemma":[0.001631284,0.0003360096,0.0001051309,0.0003808384,0.000825215,0.00009678793,0.0006506448,0.000007639227,0.00007075593,0.000007722235,0.9944755,0.001412417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001562615,0.0001045907,0.0000479365,0.0000104897,0.001666878,0.001558073,0.9959806,0.0002411817,0.0003745882],"genre_scores_gemma":[0.00001607184,0.0003742311,0.0004635655,0.0003040011,0.0005531351,0.00007311116,0.9953786,0.0002902388,0.002547117],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09496185,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101756063","doi":"10.34894/metlyv","title":"ADHO SIG for Digital Humanities Pedagogy and Training Mini-conference and Meeting: \"The Complexities of Teaching DH in Global Contexts\"","year":2019,"lang":"en","type":"dataset","venue":"DataverseNL","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Digital humanities; Pedagogy; Training (meteorology); Sociology; Humanities; Computer science; Library science; Mathematics education; Psychology; Art; Geography","authors":[{"name":"Diane Jakacki","is_ca":false},{"name":"Ray Siemens","is_ca":true},{"name":"Brian Croxall","is_ca":false},{"name":"Katherine Faull","is_ca":false},{"name":"Walter Scholger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1446424753157364,"gpt":0.312744721278199,"spread":0.1681022459624626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004120799,0.000426134,0.0007119582,0.0001325559,0.0004398298,0.001950991,0.00052941,0.0001262602,0.0003711878],"category_scores_gemma":[0.0002299937,0.0003513762,0.0001002349,0.00001543921,0.001388623,0.001073934,0.0004013767,0.0004165411,0.00001674962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121288,"about_ca_system_score_gemma":0.0001269283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121137,"about_ca_topic_score_gemma":0.01706713,"domain_scores_codex":[0.9981833,0.00007258948,0.000587492,0.0004547064,0.000274914,0.0004269741],"domain_scores_gemma":[0.9983748,0.0006696308,0.0003455517,0.0004477437,0.0001051466,0.00005708627],"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":[0.00008638723,0.00004896261,0.00003698543,0.0006554511,0.0000874132,0.000008692315,0.0214243,4.260106e-7,2.071003e-7,0.2573027,0.7185663,0.001782205],"study_design_scores_gemma":[0.0005906661,0.0002109971,0.00005556681,0.0004177173,0.00006597322,0.00001308572,0.1136081,0.00001510435,1.844265e-7,0.0042437,0.8804216,0.0003572852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008186169,0.0003253637,0.000001223721,0.00005854993,0.000432343,0.0004996459,0.9573234,0.00001978412,0.03315347],"genre_scores_gemma":[0.159879,0.00006280345,0.00001423979,0.0002828435,0.0005063801,0.00003105777,0.8361054,0.0000289126,0.003089412],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.253059,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044411022","doi":"10.34894/uwmslx","title":"Duchy of Brabant GIS Collection","year":2020,"lang":"","type":"dataset","venue":"DataverseNL","topic":"Hermeneutics and Narrative Identity","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":"Quarter (Canadian coin); Duchy; Census; Geography; Population; Apartment; Cartography; Genealogy; History; Archaeology; Demography; Political science; Sociology; Law; Politics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03659701758538738,"gpt":0.2466901738779382,"spread":0.2100931562925508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002869267,0.0005707167,0.0009764487,0.0003176041,0.0008230882,0.0004041766,0.0006876725,0.0002911877,0.04351747],"category_scores_gemma":[0.0001992786,0.0005853955,0.0003365726,0.0002519712,0.0007153125,0.0004371711,0.0005547357,0.0006883665,0.009027786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278337,"about_ca_system_score_gemma":0.0004108501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615722,"about_ca_topic_score_gemma":0.01582303,"domain_scores_codex":[0.996845,0.0002301959,0.001032753,0.000796715,0.0006507415,0.0004446082],"domain_scores_gemma":[0.9975265,0.0001216607,0.0008322987,0.0009555955,0.0003229298,0.0002409734],"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":[0.0001217462,0.0003533758,0.00001577078,0.0006316922,0.0004557595,0.0000726642,0.001576832,0.000001382604,0.0001019011,0.004329648,0.9921885,0.000150726],"study_design_scores_gemma":[0.0006664521,0.0005045196,0.00009040046,0.0001854083,0.000465806,0.000005824855,0.001722135,0.00009505272,0.0001881139,0.0001660952,0.9953476,0.0005626432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007694677,0.00004680992,0.000003653348,0.0001871199,0.003217949,0.000527054,0.9917458,0.00002394463,0.003478147],"genre_scores_gemma":[0.007978454,0.002813877,0.00001117588,0.000308647,0.001481647,0.0000146696,0.9839247,0.00004307157,0.003423798],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03448968,"threshold_uncertainty_score":0.9996597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}