{"meta":{"query_hash":"3a4942aa4624","filters":{"venue":"VTechWorks (Virginia Tech)"},"cohort_total":261,"direct_labels_cover":0,"predictions_cover":261,"exported":261,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/3a4942aa4624","api":"https://metacan.xera.ac/api/v1/cohort?venue=VTechWorks+%28Virginia+Tech%29"},"results":[{"id":"W1271453216","doi":"","title":"Does the Relative Price of Non-Traded Goods Contribute to the Short-Term Volatility in the U.S./Canada Real Exchange Rate? A Stochastic Coefficient Estimation Approach","year":2002,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Econometrics; Economics; Term (time); Volatility (finance); Estimation; Financial economics; Monetary economics","score_opus":0.029508853380632742,"score_gpt":0.23829582636641602,"score_spread":0.20878697298578328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1271453216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91520655,0.0015445236,0.04732249,0.0037392068,0.0018151482,0.0067619286,0.0025965122,0.00007585957,0.020937795],"genre_scores_gemma":[0.99684846,0.00018012438,0.00017751168,0.00024281982,0.00015563543,0.00043648883,0.00059495296,0.000052603526,0.0013113805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99695396,0.00015070464,0.001384123,0.0007278978,0.00015554823,0.0006277877],"domain_scores_gemma":[0.9970356,0.000690884,0.00094593456,0.0012009725,0.00003442142,0.00009218751],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024281696,0.0005083715,0.0008855227,0.00030352347,0.00034157097,0.00012731853,0.0012027968,0.0004412317,0.00015356098],"category_scores_gemma":[0.00036716656,0.000288298,0.00021402205,0.0008163227,0.00010211637,0.00019113574,0.000071247145,0.0010744734,0.000032229626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033215764,0.0037469026,0.017291417,0.0033494998,0.0033659202,0.000051876155,0.20292313,0.57013357,0.00016632116,0.07368626,0.061655253,0.060308255],"study_design_scores_gemma":[0.00096296007,0.00019656982,0.31619084,0.000288291,0.00013877556,0.000008443572,0.0017412555,0.6691613,0.000060250397,0.003989431,0.006233246,0.0010286063],"about_ca_topic_score_codex":0.045787927,"about_ca_topic_score_gemma":0.04894828,"teacher_disagreement_score":0.2988994,"about_ca_system_score_codex":0.00046541536,"about_ca_system_score_gemma":0.000100055004,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W1528110141","doi":"","title":"Weed management in conventional, no-till, and transgenic corn with mesotrione combinations and other herbicides","year":2002,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mesotrione; Lambsquarters; Ambrosia artemisiifolia; Agronomy; Foxtail; Weed control; Biology; Chenopodium; Atrazine; Ragweed; Weed; Glyphosate; Acetochlor; Glufosinate; Pesticide","score_opus":0.010506266131504636,"score_gpt":0.2162762155389355,"score_spread":0.20576994940743087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528110141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95534605,0.003906358,0.00003905377,0.0021646074,0.00012741485,0.0027224184,0.00014906347,0.00029646725,0.035248566],"genre_scores_gemma":[0.9849649,0.00037988744,0.00036739046,0.00022381531,0.00006881972,0.0007902511,0.00045127614,0.000009872757,0.012743806],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984905,0.000041827014,0.00036840024,0.00054770993,0.00025608076,0.0002954897],"domain_scores_gemma":[0.9994131,0.00012430921,0.00017681712,0.00011453654,0.000076919205,0.00009436878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015613556,0.00032741413,0.00037684577,0.00009676773,0.00024821277,0.00011183297,0.00022568379,0.00033573367,0.00070316275],"category_scores_gemma":[0.000007221235,0.00016037862,0.00007295428,0.00053232926,0.00009688812,0.00009510002,0.000025537069,0.00035612332,0.000049772985],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017513353,0.0034611686,0.004010793,0.00083094597,0.0013933462,0.00008201151,0.0011018028,0.000024427598,0.18855181,0.1500532,0.007420311,0.64131886],"study_design_scores_gemma":[0.00526314,0.0011549493,0.68716955,0.0012959598,0.0006614754,0.00003522623,0.0024474617,0.00074606476,0.00055032445,0.014375328,0.28423768,0.0020628083],"about_ca_topic_score_codex":0.00074860296,"about_ca_topic_score_gemma":0.005548089,"teacher_disagreement_score":0.6831588,"about_ca_system_score_codex":0.00003274696,"about_ca_system_score_gemma":0.0000065871304,"threshold_uncertainty_score":0.7699139},"labels":[],"label_agreement":null},{"id":"W1644405851","doi":"","title":"Metamaterials, Metasurfaces, and Nanotechnology, and their Applications to Antennas, Sensors, and Cognitive Radar","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metamaterial; Radar; Nanotechnology; Physics; Materials science; Computer science; Optics; Telecommunications","score_opus":0.00716557681872718,"score_gpt":0.202132568950953,"score_spread":0.19496699213222582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1644405851","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45736971,0.006188075,0.53386134,0.0006752151,0.00005294385,0.0005700837,0.000108178596,0.0009956849,0.00017877837],"genre_scores_gemma":[0.9893019,0.00128188,0.009020636,0.00012390075,0.000033425782,0.000087197426,0.000015380543,0.000053659627,0.00008201312],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887955,0.000052974636,0.00026036857,0.00041393563,0.000083228224,0.0003099606],"domain_scores_gemma":[0.99931836,0.00015664147,0.00004913604,0.00028150188,0.00004486645,0.00014950482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038235754,0.00030752984,0.0005003417,0.00027370852,0.0001576755,0.0000983378,0.00013095801,0.00024171779,0.000014229387],"category_scores_gemma":[0.000067008914,0.00025917965,0.00004226422,0.0004276899,0.00020529178,0.00010241801,0.00011632112,0.0002210628,0.000019129508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033087854,0.000036987352,0.00045819944,0.0001465376,0.00055524945,0.0000061310043,0.00030746943,0.000025792591,0.87438315,0.0034059242,0.00029166442,0.12034978],"study_design_scores_gemma":[0.0057496596,0.00089715974,0.0072725937,0.001425424,0.003229704,0.0007922725,0.008231645,0.26605797,0.35960978,0.022683049,0.31719914,0.0068515753],"about_ca_topic_score_codex":0.000016826125,"about_ca_topic_score_gemma":0.000010858387,"teacher_disagreement_score":0.5319322,"about_ca_system_score_codex":0.000011396562,"about_ca_system_score_gemma":0.0000044578765,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W1897963677","doi":"","title":"Utilization and Implementation of Atmospheric Monitoring Systems in United States Underground Coal Mines and Application of Risk Assessment","year":2013,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coal mining; Environmental science; Coal; Environmental planning; Mining engineering; Engineering; Waste management","score_opus":0.01317059328450793,"score_gpt":0.27735913926215333,"score_spread":0.2641885459776454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897963677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904995,0.0030955942,0.0057484787,0.000014465523,0.000110881,0.00036480487,0.00007924374,0.000028989152,0.000058029946],"genre_scores_gemma":[0.98908776,0.005625117,0.0015708248,0.0000018428856,0.000026531423,0.000016554393,0.0036204997,0.0000070258498,0.0000438414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865687,0.00009705997,0.0005466597,0.00030655312,0.00023563011,0.00015722148],"domain_scores_gemma":[0.9989088,0.00017527388,0.000589669,0.00014563694,0.00013324879,0.00004734014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998949,0.00019033458,0.00036656132,0.00015482437,0.000073037736,0.000053551383,0.00010205182,0.00023431823,0.00004295752],"category_scores_gemma":[0.000022833967,0.00016487091,0.00003259514,0.0005714911,0.000042066556,0.00012587185,0.000009247334,0.00016837152,0.000001155014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001944076,0.000020709882,0.83099014,0.00030162476,0.000044525237,4.012241e-7,0.00031332098,0.05527589,0.000063948115,0.000060987568,0.000008086828,0.112900905],"study_design_scores_gemma":[0.00020852081,0.00007264832,0.64174956,0.00016369781,0.0000930479,6.0885503e-7,0.007904727,0.34893247,0.00007404497,0.00058680476,0.00007315652,0.00014073662],"about_ca_topic_score_codex":0.046416726,"about_ca_topic_score_gemma":0.0072740824,"teacher_disagreement_score":0.2936566,"about_ca_system_score_codex":0.000009805481,"about_ca_system_score_gemma":0.000023578184,"threshold_uncertainty_score":0.9599333},"labels":[],"label_agreement":null},{"id":"W2181348492","doi":"","title":"Mating Success in Low-Density Gypsy Moth Populations","year":2003,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gypsy moth; Mating disruption; Lymantria dispar; Mating; Biology; Sex pheromone; Population; Ecology; Pheromone; Insect; Zoology; Pheromone trap; Reproductive success; Lepidoptera genitalia; Demography","score_opus":0.014755941545542653,"score_gpt":0.25868637512229026,"score_spread":0.2439304335767476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181348492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984563,0.00046878122,0.000011467031,0.00027280173,0.0003850294,0.00071196666,0.000049329185,0.00020327617,0.013334383],"genre_scores_gemma":[0.99086714,0.00010640371,0.00016386561,0.00009159303,0.00022580753,0.00013498346,0.0012028624,0.000008183334,0.0071991584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973293,0.00018730137,0.0005520249,0.000621791,0.00055148127,0.0007581101],"domain_scores_gemma":[0.99910635,0.00014895666,0.00026284793,0.00018211367,0.00013916676,0.00016056237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048022417,0.00040539872,0.0005114349,0.00010413814,0.00037285817,0.00020757545,0.00057720236,0.00074847497,0.0011048377],"category_scores_gemma":[0.00020674172,0.00019739471,0.00021330839,0.0011197521,0.00003776562,0.00019161473,0.000047884052,0.0010911314,0.00013214738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008030001,0.0015154066,0.04054929,0.00050180114,0.00016534582,0.00036483325,0.00069085526,0.0001678239,0.3300974,0.00847794,0.006286235,0.61038005],"study_design_scores_gemma":[0.0022803931,0.00087103975,0.90866125,0.0033214057,0.00015874855,0.000051684852,0.0038943465,0.0024709962,0.04612088,0.02210761,0.005556251,0.0045054033],"about_ca_topic_score_codex":0.0019806186,"about_ca_topic_score_gemma":0.023293614,"teacher_disagreement_score":0.86811197,"about_ca_system_score_codex":0.00012975898,"about_ca_system_score_gemma":0.000044608518,"threshold_uncertainty_score":0.9998083},"labels":[],"label_agreement":null},{"id":"W2184617477","doi":"","title":"The effects of self-processes and social capital on the educational outcomes of high school students","year":2003,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Psychology; Mathematics education; Developmental psychology; Pedagogy; Sociology; Social science","score_opus":0.006197071743006411,"score_gpt":0.29365809110355934,"score_spread":0.2874610193605529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184617477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99117,0.0008391342,0.00027008003,0.0038585544,0.0020961775,0.0005751981,0.000007119766,0.00008860957,0.0010951202],"genre_scores_gemma":[0.98473436,0.00013702431,0.0006270428,0.00015727927,0.00006383453,0.00017553546,0.000036359488,0.00002461763,0.0140439505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983191,0.00017255962,0.00041687005,0.000319193,0.0005812646,0.00019104086],"domain_scores_gemma":[0.9970997,0.0014908046,0.00058502826,0.00046857423,0.00031217065,0.000043717162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003977977,0.00023580363,0.0002848337,0.00017465881,0.0004738236,0.00019016543,0.0013245242,0.000207492,0.000054736378],"category_scores_gemma":[0.0009181593,0.00015165428,0.00014169599,0.00044769165,0.00009189642,0.00010780655,0.00007877193,0.00053947914,0.000023209079],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053817184,0.0029623914,0.03780505,0.0024680614,0.001420809,0.0000020543366,0.025951503,0.000010152039,0.00023551367,0.88032603,0.039956864,0.008807736],"study_design_scores_gemma":[0.0009035025,0.0004675631,0.9606602,0.0012102086,0.00023722372,0.0000067225405,0.0058292155,0.000019296278,0.0027723822,0.019885486,0.007324622,0.0006835337],"about_ca_topic_score_codex":0.00003872616,"about_ca_topic_score_gemma":0.000043026725,"teacher_disagreement_score":0.9228552,"about_ca_system_score_codex":0.00004984899,"about_ca_system_score_gemma":0.00038978935,"threshold_uncertainty_score":0.61842823},"labels":[],"label_agreement":null},{"id":"W2186215352","doi":"","title":"Insect Faunal Succession and Development of Forensically Important Flies on Deer Carcasses in Southwest Virginia","year":2012,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecological succession; Forensic entomology; Ecology; Geography; Biology; Forestry; Larva","score_opus":0.018236961878460106,"score_gpt":0.24606791092588504,"score_spread":0.22783094904742493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186215352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99519444,0.0016819056,0.0000016174175,0.0001007018,0.0004521749,0.00033193632,0.00004804402,0.00008432902,0.0021048759],"genre_scores_gemma":[0.99794877,0.00024560257,0.0004304356,0.000056308385,0.0001255301,0.00006911193,0.0007322093,0.000006596099,0.00038542043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977036,0.000064724634,0.00079254294,0.000543405,0.0003834437,0.0005122554],"domain_scores_gemma":[0.99892855,0.00029421246,0.00043574502,0.000117963296,0.00011314431,0.00011039354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880912,0.00048921676,0.00070129125,0.00013012713,0.000270137,0.000037088048,0.00027784277,0.00073029683,0.00016768013],"category_scores_gemma":[0.000112093854,0.00021458343,0.00010720747,0.00036938023,0.00020125168,0.000118772456,0.00011695957,0.00059419725,0.000017858189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001113393,0.00060372707,0.65406394,0.00027765226,0.00017920724,0.00006740033,0.0043809027,0.00000350151,0.036640827,0.0017343767,0.0005812836,0.3003538],"study_design_scores_gemma":[0.00028832216,0.0002714637,0.98341835,0.00058390346,0.00003986769,0.000008271915,0.0015610676,0.0000028298332,0.008661839,0.0004627391,0.0042070486,0.0004943108],"about_ca_topic_score_codex":0.00035812816,"about_ca_topic_score_gemma":0.020865139,"teacher_disagreement_score":0.3293544,"about_ca_system_score_codex":0.000054552926,"about_ca_system_score_gemma":0.00004219366,"threshold_uncertainty_score":0.9970015},"labels":[],"label_agreement":null},{"id":"W2249658000","doi":"","title":"A Statistical Analysis and Model of the Residual Value of Different Types of Heavy Construction Equipment","year":2003,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residual; Statistics; Value (mathematics); Econometrics; Mathematics; Engineering; Computer science; Algorithm","score_opus":0.003973096745061567,"score_gpt":0.20995543873183564,"score_spread":0.20598234198677406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249658000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95750916,0.0006821202,0.040176846,0.000007293427,0.0003670252,0.00028669048,0.00030630876,0.00005196743,0.0006125658],"genre_scores_gemma":[0.99140877,0.00057488686,0.007789093,0.0000011937595,0.000010406334,0.000016738257,0.00009839436,0.000034989705,0.00006550448],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875283,0.000028522894,0.0005702322,0.00020139791,0.00029163517,0.00015539213],"domain_scores_gemma":[0.99910975,0.00019065342,0.00017111472,0.00039451703,0.000090759124,0.000043200354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014570032,0.0002385579,0.00061477866,0.00024298737,0.000023342158,0.000007035669,0.00015230307,0.00034745407,0.000019177627],"category_scores_gemma":[0.00013110459,0.00018307194,0.00014138906,0.00039607272,0.00012278494,0.000016489621,0.000027639448,0.00033689075,1.8770282e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007396329,0.0001877014,0.007024628,0.002677144,0.0017204948,8.696092e-7,0.00037092064,0.94117534,0.016531091,0.026135124,0.00018451658,0.003918176],"study_design_scores_gemma":[0.0007567297,0.00021793102,0.10768955,0.0015573809,0.005109862,0.0000031578247,0.00027221447,0.5703827,0.30260006,0.010456923,0.000045637826,0.0009078371],"about_ca_topic_score_codex":0.0000294758,"about_ca_topic_score_gemma":0.000040606115,"teacher_disagreement_score":0.37079266,"about_ca_system_score_codex":0.000043757893,"about_ca_system_score_gemma":0.00003599849,"threshold_uncertainty_score":0.7465457},"labels":[],"label_agreement":null},{"id":"W2269766500","doi":"","title":"Determining Sources of Fecal Pollution in Water for a Rural Virginia Community","year":2000,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pollution; Environmental science; Fecal coliform; Water pollution; Environmental planning; Geography; Water resource management; Hydrology (agriculture); Environmental engineering; Water quality; Engineering; Environmental chemistry; Chemistry; Ecology; Geotechnical engineering; Biology","score_opus":0.012625185096996562,"score_gpt":0.2643816611737091,"score_spread":0.25175647607671253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269766500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99207497,0.000033227938,0.00020071982,0.00012897237,0.00023567297,0.0007658005,0.000050425282,0.000119666,0.0063905697],"genre_scores_gemma":[0.99442756,0.000022353826,0.00047674193,0.00014698018,0.00003364645,0.00016120616,0.0008185739,0.000060964736,0.003851956],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974975,0.00033987366,0.00082919985,0.00037147044,0.0004193094,0.0005426365],"domain_scores_gemma":[0.9989399,0.00014050592,0.00026953488,0.00053317705,0.000019973755,0.00009695719],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011335651,0.0004193469,0.0005885039,0.00026420056,0.00027713424,0.000053367163,0.000651958,0.0007088976,0.0012474933],"category_scores_gemma":[0.000065732456,0.00035790761,0.00023012636,0.00031137193,0.0001882481,0.00025210404,0.000120370925,0.000952027,0.00012256733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005341838,0.0026753074,0.045187265,0.0017394887,0.00021318051,0.000046285735,0.063155435,0.0025786033,0.1504659,0.00058604317,0.0042445334,0.7237661],"study_design_scores_gemma":[0.005467585,0.0012536069,0.7295234,0.0017606333,0.0002579477,0.000025481937,0.009347589,0.0033047781,0.19430491,0.006885207,0.044951618,0.0029172238],"about_ca_topic_score_codex":0.0012795622,"about_ca_topic_score_gemma":0.0028818848,"teacher_disagreement_score":0.7208489,"about_ca_system_score_codex":0.00027552008,"about_ca_system_score_gemma":0.000026844464,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W2276681050","doi":"","title":"Evaluating the suitability of Laricobius nigrinus Fender (Coleoptera: Derodontidae), a biological control agent for hemlock woolly adelgid, Adelges tsugae Annand (Hemiptera: Adelgidae)","year":2005,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; Biology; Biological pest control; Bionomics; Fender; Zoology; Ecology; Larva; Engineering","score_opus":0.028313316796459688,"score_gpt":0.29954864454936814,"score_spread":0.27123532775290843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276681050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793534,0.0015828853,0.0016319595,0.0006246848,0.00096593914,0.0053602224,0.00020988367,0.00022040072,0.0100506],"genre_scores_gemma":[0.98946345,0.00025445968,0.0028561072,0.0006557757,0.0001935546,0.0019037428,0.00038057694,0.00008271473,0.004209597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99504286,0.00036283323,0.0013505586,0.0013970702,0.0007541239,0.0010925394],"domain_scores_gemma":[0.99673676,0.0008535448,0.0009801015,0.0011735413,0.000105055355,0.00015100717],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024069857,0.0008642522,0.0011049723,0.00018491654,0.0006083588,0.00009160401,0.0013691679,0.0013147264,0.0023353733],"category_scores_gemma":[0.0006148467,0.000640129,0.0006216644,0.000646193,0.000466436,0.0001713402,0.00031913054,0.0011186566,0.00012869427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014339594,0.0066736154,0.16150253,0.0019430612,0.0034329102,0.0001117909,0.0075721056,0.037151404,0.03348611,0.0038106043,0.08270493,0.64727134],"study_design_scores_gemma":[0.00641908,0.0033616698,0.9215841,0.0004936045,0.0012073094,0.00003881174,0.0016471717,0.0068470584,0.0037082124,0.0031970679,0.049118567,0.0023772921],"about_ca_topic_score_codex":0.00025887974,"about_ca_topic_score_gemma":0.0046828357,"teacher_disagreement_score":0.76008165,"about_ca_system_score_codex":0.00045513507,"about_ca_system_score_gemma":0.000092892195,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W2283902635","doi":"","title":"Divided into Stands, Together they Fall: A critical analysis of salvage logging in the Rogue-Siskiyou National Forest","year":2013,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logging; Forestry; National forest; Geography","score_opus":0.010727232140595745,"score_gpt":0.28380445847587504,"score_spread":0.2730772263352793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283902635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8818987,0.00024887803,0.00047044762,0.0011161165,0.00027679393,0.0011224673,0.00007219739,0.00014767505,0.1146467],"genre_scores_gemma":[0.9943003,0.00008064363,0.0005711874,0.0003172067,0.00007234812,0.00020777708,0.0006902762,0.000053405216,0.003706845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691325,0.00016451749,0.00066159334,0.00057187193,0.0011994358,0.00048935093],"domain_scores_gemma":[0.99852693,0.0004560894,0.00028396072,0.0006204912,0.00003938566,0.00007311287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010349787,0.0004142931,0.00054852903,0.0008010661,0.00016627839,0.00013791921,0.0011809289,0.00044174923,0.003065593],"category_scores_gemma":[0.00035856946,0.0003164401,0.0003377828,0.001728319,0.00022357651,0.00029458388,0.00019740022,0.0006454857,0.00042917728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040530867,0.0016704587,0.70205104,0.0007256785,0.0025652593,0.000085152366,0.028624685,0.03417307,0.0014069704,0.101258405,0.098905295,0.028128698],"study_design_scores_gemma":[0.00092589477,0.00021082636,0.88412994,0.00044596457,0.0021345064,0.0000025193601,0.0033220234,0.026993725,0.00013660944,0.04668786,0.033329826,0.0016803237],"about_ca_topic_score_codex":0.008443891,"about_ca_topic_score_gemma":0.044888962,"teacher_disagreement_score":0.1820789,"about_ca_system_score_codex":0.00023011357,"about_ca_system_score_gemma":0.00002951109,"threshold_uncertainty_score":0.9999288},"labels":[],"label_agreement":null},{"id":"W2301152932","doi":"","title":"Deep Energy Foundations: Geotechnical Challenges and Design Considerations","year":2013,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology; Engineering; Civil engineering; Construction engineering","score_opus":0.02120248101996638,"score_gpt":0.24013598617192453,"score_spread":0.21893350515195814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301152932","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05375553,0.15592456,0.12614992,0.009001855,0.005930552,0.009571938,0.000055039036,0.004596764,0.6350138],"genre_scores_gemma":[0.74623823,0.112642385,0.076589264,0.0010009063,0.00052604865,0.0026219026,0.0013309761,0.0005820375,0.058468275],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975101,0.00017275038,0.00056755653,0.0008581,0.00041257616,0.0004789475],"domain_scores_gemma":[0.99841976,0.0003939218,0.0003106832,0.00062567584,0.000033392553,0.00021658154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036521448,0.0005129831,0.00047691926,0.00018534285,0.00040880538,0.0001502045,0.00030206167,0.0011621487,0.0072642514],"category_scores_gemma":[0.00014362027,0.0004651507,0.000107800915,0.00025497575,0.00023002234,0.000273415,0.00014680796,0.00079684827,0.0007197183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018371404,0.0009046525,0.000028934563,0.00027772988,0.0007218908,0.0001442193,0.0050265654,0.019834138,0.012397421,0.18046878,0.03637466,0.7436373],"study_design_scores_gemma":[0.0020808568,0.00087667047,0.00398885,0.00088231976,0.0009008306,0.0002877434,0.0024028968,0.07281602,0.00572047,0.658291,0.24685995,0.004892386],"about_ca_topic_score_codex":0.00019251276,"about_ca_topic_score_gemma":0.00032603534,"teacher_disagreement_score":0.7387449,"about_ca_system_score_codex":0.00012981011,"about_ca_system_score_gemma":0.000039089224,"threshold_uncertainty_score":0.99978},"labels":[],"label_agreement":null},{"id":"W2337565535","doi":"","title":"Prediction of International Flight Operations at U.S. Airports","year":2006,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Aerospace engineering; Engineering; Operations research; Computer science","score_opus":0.00465193264311221,"score_gpt":0.186771155681357,"score_spread":0.1821192230382448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337565535","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13754383,0.0025241473,0.08457596,0.00021278884,0.017093046,0.0025610642,0.00077791803,0.0055571357,0.7491541],"genre_scores_gemma":[0.86400265,0.0018722506,0.0065870434,0.000019951021,0.0007493253,0.0002599418,0.040029656,0.00026785146,0.08621134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841785,0.000011150561,0.0006302688,0.00031663527,0.0004087289,0.00021536216],"domain_scores_gemma":[0.9993271,0.000015348573,0.00013085728,0.00035541825,0.00012813728,0.000043120577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010827996,0.00033765743,0.000300268,0.0005196729,0.00010475942,0.000050930303,0.00031360803,0.00053968315,0.0008142965],"category_scores_gemma":[0.000014722083,0.00037878167,0.00013889397,0.00035687283,0.000025501522,0.00021671082,0.000036453526,0.000317544,0.00005249709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039146405,0.00010497336,0.00054845924,0.0003404202,0.00027602568,0.00001101952,0.00025255347,0.8375093,0.0015745021,0.0015231491,0.14628887,0.011531581],"study_design_scores_gemma":[0.0010970059,0.000082429804,0.014151265,0.000820075,0.0004346014,0.000008319991,0.00020504484,0.66120625,0.012213624,0.00017234485,0.30846092,0.0011481332],"about_ca_topic_score_codex":0.000019202285,"about_ca_topic_score_gemma":0.00040066455,"teacher_disagreement_score":0.7264588,"about_ca_system_score_codex":0.00020343304,"about_ca_system_score_gemma":0.000022255523,"threshold_uncertainty_score":0.9998664},"labels":[],"label_agreement":null},{"id":"W2397872489","doi":"","title":"Evaluation of Seashore Paspalum in Southeastern Virginia","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paspalum; Geography; Forestry; Environmental science; Agronomy; Biology","score_opus":0.010550631274998168,"score_gpt":0.23107463162433875,"score_spread":0.22052400034934058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397872489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801318,0.000036526217,0.0020196761,0.00025768668,0.00020058075,0.00037574425,0.000008594478,0.0000995807,0.016869802],"genre_scores_gemma":[0.99888104,0.000010100928,0.00074916944,0.000074459895,0.000048949027,0.000050033417,0.000015172417,0.00003227175,0.00013881926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742573,0.00023953688,0.00040715755,0.0004427869,0.0010988214,0.0003859368],"domain_scores_gemma":[0.9990755,0.00005979462,0.00015606731,0.0005763446,0.000036199555,0.00009614128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023958886,0.00021822359,0.00026213127,0.0001358613,0.000055702512,0.000023065966,0.00044054253,0.00020801036,0.00035752627],"category_scores_gemma":[0.00013406953,0.00020030994,0.000082096936,0.00059832813,0.00019002361,0.0001759748,0.00023814912,0.000262249,0.00041234784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032058422,0.00017507249,0.87985766,0.000012115686,0.000011534361,0.0000018870013,0.00050004607,0.007749426,0.0005969945,0.00024463492,0.00020752498,0.110611044],"study_design_scores_gemma":[0.0024991622,0.00021243044,0.51422834,0.00016778536,0.0001327531,0.000009219844,0.0002839936,0.4235946,0.0011775681,0.05064279,0.0064096986,0.0006416291],"about_ca_topic_score_codex":0.00020542291,"about_ca_topic_score_gemma":0.0001698648,"teacher_disagreement_score":0.4158452,"about_ca_system_score_codex":0.0001462166,"about_ca_system_score_gemma":0.000017668033,"threshold_uncertainty_score":0.8168402},"labels":[],"label_agreement":null},{"id":"W2510070182","doi":"","title":"Land Use and Land Cover Change in the Crown of the Continent Ecosystem, Montana, USA from 1992-2011","year":2016,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Land cover; Geography; Cover (algebra); Crown (dentistry); Forestry; Land use; Land use, land-use change and forestry; Ecosystem; Environmental resource management; Physical geography; Agroforestry; Environmental science; Ecology; Archaeology; Engineering; Biology; Agriculture","score_opus":0.011455716671157759,"score_gpt":0.21090502850601367,"score_spread":0.19944931183485592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510070182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921744,0.00040107494,0.000013911187,0.000812747,0.00036704302,0.0010323814,0.0002997783,0.000022747576,0.0048759333],"genre_scores_gemma":[0.99584895,0.00064380333,0.00002931065,0.0003068789,0.00012210681,0.00014038318,0.00009899245,0.00003207579,0.0027775029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827975,0.00012757708,0.00038277192,0.00044696368,0.00047154125,0.0002913773],"domain_scores_gemma":[0.99879885,0.00016693685,0.00032604494,0.0006527624,0.000007704463,0.00004770816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037492672,0.00031276065,0.00036648219,0.00007057184,0.00012784582,0.00008982733,0.0006364163,0.00028661164,0.00088457955],"category_scores_gemma":[0.000027984623,0.00015871492,0.00010857114,0.00017822931,0.00008240656,0.00019409203,0.00018063969,0.00031017093,0.00015869834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012003017,0.00009590124,0.98144937,0.00006267208,0.00005225116,0.000020904878,0.00123082,0.000014977399,0.00036062117,0.000053022184,0.009690989,0.0068484447],"study_design_scores_gemma":[0.00062146323,0.000032993106,0.91172516,0.0004718162,0.00007322265,0.0000019400668,0.000082670274,0.000084722145,0.00014805622,0.00016122029,0.08634262,0.00025409678],"about_ca_topic_score_codex":0.01649488,"about_ca_topic_score_gemma":0.045270532,"teacher_disagreement_score":0.07665163,"about_ca_system_score_codex":0.000066896995,"about_ca_system_score_gemma":0.0000072387875,"threshold_uncertainty_score":0.99005437},"labels":[],"label_agreement":null},{"id":"W2562781453","doi":"","title":"Graduate Education Programs in Wind Energy","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology","score_opus":0.06893805881162843,"score_gpt":0.3155826086631464,"score_spread":0.24664454985151799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562781453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72652775,0.0013691625,0.0008833368,0.0045835087,0.0033272053,0.00063030777,0.0000018432919,0.0011171979,0.2615597],"genre_scores_gemma":[0.9886444,0.00025068945,0.0019225035,0.00027348177,0.00091003574,0.00012359106,0.000019189272,0.00004260467,0.007813507],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765515,0.00022099393,0.0003160405,0.00041607567,0.0007394785,0.0006522502],"domain_scores_gemma":[0.99891967,0.00005222375,0.00015617041,0.00033906876,0.00021646582,0.00031643402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095252314,0.00020835579,0.0002623018,0.0002775419,0.00024182172,0.00017704946,0.00062606134,0.00036188826,0.000078321325],"category_scores_gemma":[0.0004009861,0.00022675251,0.00008331597,0.0019007251,0.00032598543,0.000470929,0.00008658171,0.00026824334,0.00006022465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026139212,0.00035796282,0.009216204,0.000004288416,0.000012435399,0.000010524283,0.005287499,0.0001188636,0.00004107274,0.097386755,0.013328014,0.87421024],"study_design_scores_gemma":[0.0007110074,0.00010146377,0.0022206747,0.00014723458,0.000017741206,0.0000029420642,0.04818237,0.000102062535,0.0002145369,0.100420244,0.8472037,0.00067604234],"about_ca_topic_score_codex":0.03405927,"about_ca_topic_score_gemma":0.040578235,"teacher_disagreement_score":0.8735342,"about_ca_system_score_codex":0.00059242034,"about_ca_system_score_gemma":0.0011964954,"threshold_uncertainty_score":0.9769287},"labels":[],"label_agreement":null},{"id":"W2567721546","doi":"","title":"Improving Airport Pavement Management Using An Analytical Hierarchy Process Decision Making Tool","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Ontario Centres of Excellence","keywords":"Analytic hierarchy process; Pavement management; Process (computing); Computer science; Operations research; Engineering; Transport engineering","score_opus":0.018598308386680626,"score_gpt":0.28141897131084587,"score_spread":0.2628206629241652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567721546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50521785,0.00010179133,0.4900808,0.000012851058,0.0010641197,0.0004109311,0.0000038012724,0.00085307274,0.0022547645],"genre_scores_gemma":[0.93048066,0.000012736948,0.0688392,0.000068913505,0.0004037691,0.00004095266,0.0000074789987,0.000105209605,0.00004108518],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976001,0.000017935577,0.0005271258,0.0004905163,0.0006086037,0.0007557502],"domain_scores_gemma":[0.99891824,0.000025684038,0.00008730367,0.00065339456,0.00011719414,0.00019821522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005592905,0.0003901006,0.00033057775,0.000387406,0.00015212415,0.00017672511,0.0004714263,0.00022599135,0.0000305666],"category_scores_gemma":[0.00004223747,0.00037360683,0.00008875546,0.00058560586,0.000052417545,0.00050621,0.00018925725,0.00049874035,0.000019323115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009530867,0.00009891984,0.0030920387,0.00026116698,0.00015066302,0.00041372623,0.0006275342,0.37137038,0.0015384426,0.0019379865,0.0008388999,0.61957496],"study_design_scores_gemma":[0.0013001701,0.00017605546,0.0014442821,0.00093714776,0.00015830724,0.00010316271,0.0015925477,0.9726343,0.004489135,0.007663046,0.00820777,0.001294051],"about_ca_topic_score_codex":0.000008306962,"about_ca_topic_score_gemma":0.0000039032043,"teacher_disagreement_score":0.6182809,"about_ca_system_score_codex":0.0004893261,"about_ca_system_score_gemma":0.000045640587,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W2587116297","doi":"","title":"Cenozoic Variations in the Deep Western Boundary Current as Recorded in the Seismic Stratigraphy of Contourite Drifts, Newfoundland Ridge, Offshore Canada","year":2014,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contourite; Stratigraphy; Geology; Cenozoic; Submarine pipeline; Ridge; Seismology; Paleontology; Current (fluid); Oceanography; Geomorphology; Tectonics; Sediment; Structural basin; Turbidite","score_opus":0.009107170784564331,"score_gpt":0.24775598698360435,"score_spread":0.23864881619904002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587116297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97393763,0.0067679784,0.000048460348,0.0014256939,0.0011807205,0.0011284396,0.00018773081,0.00002702454,0.015296314],"genre_scores_gemma":[0.9948651,0.00074577774,0.00003717555,0.000331592,0.000099139615,0.000039630504,0.003657296,0.000009690926,0.00021459379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965438,0.0010216266,0.0007070737,0.00048135768,0.0006191447,0.0006269768],"domain_scores_gemma":[0.9974935,0.001333604,0.0003626972,0.0006488298,0.00008811334,0.00007323376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015500074,0.00037593115,0.00056455395,0.00046211833,0.00032276977,0.00010306828,0.0013546265,0.0005708355,0.00034049887],"category_scores_gemma":[0.00014763702,0.00025280693,0.00011551391,0.0010213018,0.00022060025,0.00011007831,0.000012303847,0.0021607568,0.00003838489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000122015386,0.000055329954,0.9891635,0.000114074064,0.000035019497,0.000057079335,0.0014786607,0.0002406568,4.2938044e-7,0.00031794287,0.0010632412,0.0073520117],"study_design_scores_gemma":[0.00047472218,0.0001322815,0.9726254,0.00019455617,0.000051476996,0.000043715125,0.0014699482,0.001241315,0.0000018464842,0.0042263595,0.019253796,0.00028463718],"about_ca_topic_score_codex":0.35908544,"about_ca_topic_score_gemma":0.9974522,"teacher_disagreement_score":0.6383668,"about_ca_system_score_codex":0.000009333391,"about_ca_system_score_gemma":0.000977346,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W2587485256","doi":"","title":"Third-quarter report indicates significant increase in research awards","year":2005,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Political science; Geography","score_opus":0.03498560684445263,"score_gpt":0.42499074397563663,"score_spread":0.390005137131184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587485256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8805865,0.0031846303,0.004165605,0.030921843,0.00058481103,0.0018982734,0.0000116169085,0.0007831903,0.07786354],"genre_scores_gemma":[0.9776924,0.00075637636,0.014779725,0.0011400826,0.0010292011,0.0001815438,0.000028991379,0.00005894051,0.0043326947],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969737,0.00021723913,0.0006983934,0.00068404176,0.0006456543,0.00078096875],"domain_scores_gemma":[0.998023,0.00052466383,0.00015993253,0.000901218,0.00013878166,0.00025241048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029384592,0.00026585776,0.0005663309,0.00080465106,0.00019555507,0.000024219395,0.0003603398,0.00064067333,0.0005663963],"category_scores_gemma":[0.000659765,0.00021871581,0.000116701594,0.0011641168,0.0006649337,0.00018863488,0.00009504698,0.0020245905,0.00029903787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004001215,0.004840279,0.38463578,0.00023033496,0.00040967233,0.020463511,0.0028404295,0.00025979336,0.032216173,0.005957826,0.26769987,0.27644512],"study_design_scores_gemma":[0.004537681,0.001228664,0.085599296,0.0005008341,0.000060670314,0.0026464153,0.00053527846,0.000825533,0.01172638,0.0043689003,0.8873039,0.0006664364],"about_ca_topic_score_codex":0.000083236904,"about_ca_topic_score_gemma":0.0000701634,"teacher_disagreement_score":0.61960405,"about_ca_system_score_codex":0.00050109887,"about_ca_system_score_gemma":0.00038049687,"threshold_uncertainty_score":0.8918972},"labels":[],"label_agreement":null},{"id":"W2589070312","doi":"","title":"Building Community Resilience and Supporting Vulnerable Populations: Social Networks and Community Capacity","year":2009,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill","keywords":"Resilience (materials science); Community resilience; Environmental resource management; Environmental planning; Sociology; Geography; Computer science; Environmental science; Resource (disambiguation)","score_opus":0.04641894040828506,"score_gpt":0.33904342171037466,"score_spread":0.2926244813020896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589070312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581303,0.0001739803,0.009808478,0.0014510854,0.00014851385,0.0003801487,0.0000031352386,0.00034574076,0.029558606],"genre_scores_gemma":[0.9959009,0.000089100875,0.0030692224,0.00036848028,0.00013283429,0.000009852646,0.0000041883145,0.000012211743,0.00041317634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967281,0.0017311677,0.00035032045,0.00024167297,0.00033797094,0.00061072316],"domain_scores_gemma":[0.99880624,0.0004010318,0.00021157993,0.00036167796,0.000064843334,0.00015460805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0048290254,0.00020683696,0.00026757424,0.00014268137,0.009828443,0.000402075,0.00061152404,0.0002421342,0.000027579634],"category_scores_gemma":[0.0006262879,0.00021410923,0.000049124304,0.0006791932,0.00089710427,0.000654998,0.0002920412,0.0019573888,0.0000022703005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007192319,0.0006663006,0.038657214,0.00009303503,0.000040750525,0.000012636308,0.05503293,0.00097511633,0.001015607,0.5507218,0.0045068045,0.34820583],"study_design_scores_gemma":[0.0014293959,0.00048340604,0.58834106,0.00048524825,0.00016182009,0.000015575066,0.08929163,0.008634483,0.00012685628,0.28961217,0.01961637,0.0018019814],"about_ca_topic_score_codex":0.0038517793,"about_ca_topic_score_gemma":0.0022274426,"teacher_disagreement_score":0.54968387,"about_ca_system_score_codex":0.00007426868,"about_ca_system_score_gemma":0.000027591032,"threshold_uncertainty_score":0.9914606},"labels":[],"label_agreement":null},{"id":"W2590925472","doi":"","title":"Virginia Tech Intellectual Properties executive named delegate to international society","year":2004,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delegate; Executive summary; Executive order; Business; Management; Political science; Public relations; Public administration; Computer science; Economics; Programming language","score_opus":0.010852103772630592,"score_gpt":0.24069115528505042,"score_spread":0.22983905151241982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590925472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76502323,0.0015799176,0.049546205,0.15405127,0.001940148,0.0023277805,0.00003359709,0.0032674156,0.022230424],"genre_scores_gemma":[0.97597027,0.0007500105,0.012674279,0.0043730424,0.00024997737,0.00014016755,0.00003240833,0.000079665275,0.0057301777],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976502,0.000021977337,0.00052310864,0.000716072,0.00044023464,0.0006484152],"domain_scores_gemma":[0.9987263,0.00006543446,0.00011738049,0.00064211886,0.0002188602,0.00022990136],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003040215,0.00043560067,0.0005099847,0.00041057565,0.00026975304,0.000051126,0.0005806815,0.0037208626,0.00025976312],"category_scores_gemma":[0.00042116217,0.00035002577,0.00030460462,0.001066169,0.0004986257,0.00015088933,0.00036760874,0.0044829394,0.0007325433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056906636,0.0035008094,0.0010437322,0.00034614746,0.0054322556,0.0011758573,0.032320898,0.0011687948,0.5554749,0.0332215,0.2337057,0.12691878],"study_design_scores_gemma":[0.0060337195,0.001674936,0.00087095896,0.0019047628,0.00036074893,0.001171067,0.0039129155,0.0008326078,0.45217514,0.0022576977,0.5274247,0.0013807554],"about_ca_topic_score_codex":0.000051722844,"about_ca_topic_score_gemma":0.000014169363,"teacher_disagreement_score":0.293719,"about_ca_system_score_codex":0.00038558443,"about_ca_system_score_gemma":0.0002706758,"threshold_uncertainty_score":0.99989516},"labels":[],"label_agreement":null},{"id":"W2592009145","doi":"","title":"Structural and mechanistic studies on eukaryotic UDP-galactopyranose mutases","year":2012,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic Energy Sciences; Office of Science; National Institutes of Health; National Center for Research Resources; American Heart Association; Alberta Glycomics Centre; American Society for Biochemistry and Molecular Biology; U.S. Department of Energy","keywords":"Computational biology; Chemistry; Cell biology; Biology; Computer science","score_opus":0.02121915314058034,"score_gpt":0.3205739053499795,"score_spread":0.29935475220939917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592009145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852327,0.009199374,0.000060578626,0.000099951096,0.0011083516,0.0009236435,0.00012366183,0.00009865303,0.003153051],"genre_scores_gemma":[0.985626,0.0010068235,0.00028532083,0.00009900129,0.0004382781,0.0001295258,0.001799824,0.000107432454,0.010507803],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977862,0.00009953484,0.00041619505,0.00071994663,0.00044263844,0.00053547503],"domain_scores_gemma":[0.9986672,0.00006244176,0.00023726841,0.00063045666,0.00020543775,0.00019721179],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027016806,0.00054589886,0.000465371,0.0002783744,0.00028055263,0.00007952113,0.00031650026,0.0007972368,0.00022849147],"category_scores_gemma":[0.00050302694,0.00048372132,0.00014605344,0.00021261987,0.0001250343,0.000009260247,0.00013313453,0.0006111951,0.00008079845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034451552,0.0003719442,0.0013198914,0.0020458593,0.001723819,0.00014338133,0.0012076889,0.00013491084,0.84681475,0.009087002,0.010560653,0.12314492],"study_design_scores_gemma":[0.0035428328,0.0030452718,0.03798328,0.0014553934,0.00062993245,0.00016977281,0.0031408563,0.00042676643,0.90688175,0.0044894526,0.034555875,0.0036788385],"about_ca_topic_score_codex":0.000016952303,"about_ca_topic_score_gemma":0.00015889163,"teacher_disagreement_score":0.11946608,"about_ca_system_score_codex":0.000049465674,"about_ca_system_score_gemma":0.00011255143,"threshold_uncertainty_score":0.99976146},"labels":[],"label_agreement":null},{"id":"W2592031931","doi":"","title":"Web-Crippling Strength of Multi-Web Cold-Formed Steel Deck Sections Subjected to End One Flange (EOF) Loading","year":2002,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cold-formed steel; Flange; Deck; Structural engineering; Engineering; Web application; High strength steel; Materials science; World Wide Web; Computer science; Finite element method","score_opus":0.014522684578333611,"score_gpt":0.23572699997841226,"score_spread":0.22120431540007865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592031931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893722,0.0012650822,0.0004834334,0.000017188226,0.0013356435,0.0008947197,0.0002904227,0.0022223887,0.004118918],"genre_scores_gemma":[0.98550564,0.0003933671,0.008875058,0.00001236537,0.0002685466,0.00020637616,0.0007585376,0.00034536887,0.0036347685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99630004,0.00004793952,0.0011611973,0.0008379174,0.0007331847,0.00091972866],"domain_scores_gemma":[0.9977985,0.00022334894,0.00035785398,0.0010326313,0.0002788003,0.00030884298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021660406,0.0009171711,0.0012499203,0.0019098532,0.0002616837,0.00014360598,0.0007637846,0.0011902975,0.0006445993],"category_scores_gemma":[0.00025265128,0.001065368,0.00044608576,0.002735902,0.00004936424,0.00019881374,0.00008403907,0.0016051559,0.00017276635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057571342,0.000105990475,0.0003921043,0.0007248964,0.0010494627,0.000020996693,0.00093721057,0.0074052573,0.9813695,0.00010594471,0.0013056886,0.0065253614],"study_design_scores_gemma":[0.0022877222,0.00019453953,0.014556005,0.0026898764,0.0017990085,0.00002138215,0.0016930642,0.07140003,0.8959627,0.000056139223,0.0062871072,0.0030523944],"about_ca_topic_score_codex":0.00030770598,"about_ca_topic_score_gemma":0.0038879593,"teacher_disagreement_score":0.08540678,"about_ca_system_score_codex":0.0005901264,"about_ca_system_score_gemma":0.00008346948,"threshold_uncertainty_score":0.99917966},"labels":[],"label_agreement":null},{"id":"W2593776627","doi":"","title":"An Examination of Appalachian Forest Products Exports","year":2003,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Forestry; Geography; Agroforestry; Environmental science; Geology","score_opus":0.006415265240196666,"score_gpt":0.23084981523431825,"score_spread":0.22443454999412157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593776627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7081787,0.0000892361,0.000069395086,0.00004893609,0.000633829,0.0010018287,0.000012232002,0.00019810829,0.28976774],"genre_scores_gemma":[0.91548747,0.000079208075,0.0014089398,0.000049702296,0.0001179999,0.00010878184,0.001360583,0.00010275679,0.08128458],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975835,0.00009260346,0.00053197454,0.00072991743,0.0006245382,0.00043748098],"domain_scores_gemma":[0.9983045,0.000019893982,0.00053364766,0.0009976919,0.000029253544,0.0001150086],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054931955,0.00044011674,0.00038235285,0.0003162185,0.00013447597,0.000054686036,0.0006283152,0.0004959456,0.0032365238],"category_scores_gemma":[0.000074490315,0.00044806406,0.00010054401,0.0009190215,0.0001368686,0.00039246652,0.000062098225,0.00040457022,0.00064803945],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034433673,0.002942656,0.06260529,0.002099384,0.00027287885,0.0001243375,0.007672999,0.005535821,0.019520056,0.019482613,0.19786356,0.6815361],"study_design_scores_gemma":[0.0011317672,0.00089717424,0.6599558,0.00057491177,0.000396333,0.000015048638,0.0006864839,0.0017377796,0.014303046,0.002880945,0.31473538,0.0026853057],"about_ca_topic_score_codex":0.00022474311,"about_ca_topic_score_gemma":0.00076149264,"teacher_disagreement_score":0.67885077,"about_ca_system_score_codex":0.0001254008,"about_ca_system_score_gemma":0.000028220997,"threshold_uncertainty_score":0.9997971},"labels":[],"label_agreement":null},{"id":"W2593842318","doi":"","title":"Modifications of the k-kL-ω Transition Model based on Pohlhausen and Falkner-Skan Profiles","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pressure gradient; Adverse pressure gradient; Turbulence; Laminar flow; Turbulence modeling; Mechanics; Airfoil; Thermodynamics; Physics; Viscosity; Computational fluid dynamics; Meteorology; Statistical physics; Flow separation","score_opus":0.012011443481679552,"score_gpt":0.19648194794645032,"score_spread":0.18447050446477078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593842318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7540866,0.00040098952,0.22060005,0.0026437645,0.00045245583,0.0012087993,0.00033167866,0.00094710186,0.01932853],"genre_scores_gemma":[0.9964058,0.00002255433,0.0032458445,0.000071472474,0.000027396803,0.000052321207,0.000022812077,0.000042146658,0.00010964254],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991768,0.000019736528,0.00021568846,0.00018136059,0.00022878715,0.00017765227],"domain_scores_gemma":[0.99934405,0.000030650528,0.00003502976,0.00046152147,0.00005041389,0.0000783479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015822842,0.00016808877,0.00015646037,0.0001196782,0.000060919192,0.000025231024,0.00020404426,0.000152278,0.0000064206015],"category_scores_gemma":[0.000019473162,0.00013277686,0.00006376403,0.00026687962,0.00006954615,0.00007190417,0.00002188102,0.00023776853,0.0000064505307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117252,0.000044014538,0.00004322232,0.000029183275,0.000011812921,5.3064946e-7,0.00017238181,0.98753166,0.0038324064,0.0057119164,0.0011238485,0.0014872749],"study_design_scores_gemma":[0.00037749993,0.000030654974,0.0003287845,0.00007036531,0.000022930879,0.000001657102,0.00002142354,0.99508864,0.0016617466,0.0017999044,0.00044380524,0.00015257808],"about_ca_topic_score_codex":0.000012416497,"about_ca_topic_score_gemma":0.000008987713,"teacher_disagreement_score":0.24231918,"about_ca_system_score_codex":0.000048798018,"about_ca_system_score_gemma":0.00003366095,"threshold_uncertainty_score":0.5414483},"labels":[],"label_agreement":null},{"id":"W2594620704","doi":"","title":"Modeling Students' Units Coordinating Activity","year":2014,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics; National Science Foundation","keywords":"Computer science; Psychology; Mathematics education","score_opus":0.04166485957772362,"score_gpt":0.40421273915234274,"score_spread":0.3625478795746191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594620704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75839764,0.00028023083,0.13355578,0.00007119133,0.0043012663,0.0005484962,0.000014433886,0.0012486887,0.101582274],"genre_scores_gemma":[0.9337171,0.000009238018,0.003972622,0.0001228469,0.000725654,0.00017981225,0.00045730927,0.00030917252,0.060506303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99447393,0.001871517,0.000750311,0.0012175159,0.00078355626,0.0009031591],"domain_scores_gemma":[0.99694175,0.0005303575,0.000701118,0.0011902298,0.00050764356,0.00012887856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005040511,0.00083406956,0.0010145089,0.00088110025,0.0006528752,0.00020227773,0.0012687608,0.0017422094,0.0008359279],"category_scores_gemma":[0.0012300648,0.0008742327,0.00020466762,0.0015949474,0.000064728025,0.000120087825,0.00013301613,0.0053949906,0.00046231673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009676001,0.00080417073,0.0032684337,0.00045476467,0.0012065663,0.00009696165,0.01724449,0.003126972,0.004210216,0.019398559,0.008622429,0.94059885],"study_design_scores_gemma":[0.023095956,0.004967227,0.1747703,0.020040073,0.0043893745,0.00030797787,0.054671682,0.15467994,0.007857438,0.01780078,0.50854146,0.02887782],"about_ca_topic_score_codex":0.0005975357,"about_ca_topic_score_gemma":0.000071377304,"teacher_disagreement_score":0.911721,"about_ca_system_score_codex":0.00019127126,"about_ca_system_score_gemma":0.000115828196,"threshold_uncertainty_score":0.99955374},"labels":[],"label_agreement":null},{"id":"W2594792049","doi":"","title":"Banner from the Community of Vancouver","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Computer science; Political science; Geography","score_opus":0.026328936308841373,"score_gpt":0.22391756652732878,"score_spread":0.1975886302184874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594792049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010757972,0.001464236,0.000024983023,0.00012752137,0.0027577241,0.00036324954,0.0009225436,0.00025866213,0.9930053],"genre_scores_gemma":[0.14941217,0.00017947918,0.00006171702,0.00031244912,0.0021557729,0.00003214125,0.00010259862,0.0003818895,0.8473618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986145,0.0002523647,0.00033674724,0.00018745389,0.00029506447,0.00031387043],"domain_scores_gemma":[0.9981621,0.00023724641,0.00039802806,0.0010664498,0.00007157628,0.00006459484],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039448595,0.00034489384,0.00047228404,0.00012798271,0.00038491742,0.00009191483,0.0008404416,0.00034459936,0.07117344],"category_scores_gemma":[0.00004187154,0.00023095132,0.00019518408,0.00007436744,0.0006571764,0.000081032726,0.00027039464,0.0011293888,0.0004746972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064277856,0.00013624417,0.00017028229,0.000028657436,0.00016821704,0.0000010216289,0.002016322,1.5444935e-7,0.000017457432,0.025347553,0.9696213,0.002486371],"study_design_scores_gemma":[0.00018326414,0.000027666047,0.0002628963,0.00025361992,0.0001082813,1.6907545e-7,0.0008161157,0.0000030713143,0.00005357968,0.0028275133,0.99518114,0.000282661],"about_ca_topic_score_codex":0.017360767,"about_ca_topic_score_gemma":0.16694379,"teacher_disagreement_score":0.14958301,"about_ca_system_score_codex":0.000034067492,"about_ca_system_score_gemma":0.000036308076,"threshold_uncertainty_score":0.9891827},"labels":[],"label_agreement":null},{"id":"W2597172317","doi":"","title":"Virginia Tech/Halifax County outreach office awarded $1.2 million for research in energy and the environment","year":2008,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Virginia tech; West virginia; Library science; Political science; Engineering; Geography; Archaeology; Law; Computer science","score_opus":0.023368169375036205,"score_gpt":0.26559559694873486,"score_spread":0.24222742757369864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597172317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815172,0.0012247994,0.0045981025,0.0021726289,0.00019800983,0.0028913063,0.000079757534,0.00019176661,0.007126415],"genre_scores_gemma":[0.99525124,0.0007397329,0.00068133295,0.0001896089,0.00007768751,0.0009646094,0.000019399775,0.000054717188,0.0020216552],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584305,0.00051069754,0.00066209753,0.0010087107,0.0009750064,0.0010004237],"domain_scores_gemma":[0.99757844,0.00092471024,0.00015348922,0.00111427,0.000033143817,0.00019592757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004532515,0.0003762012,0.00053102005,0.00020029902,0.00078354316,0.00006100701,0.00072426756,0.00039433653,0.00017844068],"category_scores_gemma":[0.0002518591,0.00027726818,0.00014645886,0.0007845826,0.0019810474,0.00020738773,0.00060883677,0.00057994813,0.00005553259],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010538885,0.005960904,0.44777983,0.0008142065,0.00042764042,0.00091495883,0.01727518,0.012811592,0.06083874,0.026122862,0.2504475,0.16606767],"study_design_scores_gemma":[0.0051418217,0.00028828986,0.054063942,0.00009164346,0.000027167673,0.00011070336,0.0014894339,0.009304009,0.0025989984,0.0143116675,0.9117965,0.00077583437],"about_ca_topic_score_codex":0.0142012,"about_ca_topic_score_gemma":0.0011783539,"teacher_disagreement_score":0.661349,"about_ca_system_score_codex":0.0009271188,"about_ca_system_score_gemma":0.000060153798,"threshold_uncertainty_score":0.99996793},"labels":[],"label_agreement":null},{"id":"W2622988257","doi":"","title":"Neural tube defects in rodents caused by a tap water contaminant","year":2011,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tap water; Neural tube; Tube (container); Environmental science; Neuroscience; Biology; Environmental engineering; Engineering; Waste management; Cell biology","score_opus":0.02520147615254922,"score_gpt":0.28004649110704255,"score_spread":0.25484501495449335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622988257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910844,0.00015640637,0.000011126842,0.00007046011,0.00055020186,0.0021667148,0.000030975607,0.00034887777,0.005580835],"genre_scores_gemma":[0.97222555,0.0002695945,0.000008620498,0.0004276982,0.00006600859,0.00085268193,0.00020848527,0.00022111305,0.025720276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99488974,0.00042060527,0.000723539,0.0015094588,0.0010125667,0.0014440654],"domain_scores_gemma":[0.99828553,0.00023824062,0.00021692294,0.0009262653,0.00006697241,0.00026606757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003776158,0.0007866561,0.0008359089,0.00076424045,0.00026991978,0.00018949798,0.0014604949,0.0010686949,0.00048252393],"category_scores_gemma":[0.00033296703,0.0006348034,0.0002603177,0.0007260091,0.000175811,0.00031226312,0.00016718055,0.0022150541,0.0008491411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046631886,0.0005097417,0.0018748225,0.0001733634,0.000009838491,0.0018857367,0.0007466177,0.0000026376865,0.9894511,0.00017886209,0.0016120154,0.0030889313],"study_design_scores_gemma":[0.0010201389,0.0003490632,0.005386282,0.00026019991,0.000038231847,0.0000758359,0.00009504162,0.00021954808,0.9850973,0.00019239423,0.0064164074,0.0008495524],"about_ca_topic_score_codex":0.00022650842,"about_ca_topic_score_gemma":0.00033072554,"teacher_disagreement_score":0.02013944,"about_ca_system_score_codex":0.0001226297,"about_ca_system_score_gemma":0.00009512338,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W2734813898","doi":"","title":"Extension of Particle Image Velocimetry to Full-Scale Turbofan Engine Bypass Duct Flows","year":2017,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turbofan; Particle image velocimetry; Duct (anatomy); Particle tracking velocimetry; Computer science; Physics; Mechanics; Aerospace engineering; Engineering; Turbulence; Medicine","score_opus":0.004468272525197566,"score_gpt":0.22888752011318628,"score_spread":0.2244192475879887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734813898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98057896,0.0012427539,0.007077759,0.000091493755,0.00226918,0.00072674366,0.00008256893,0.0010213968,0.0069091623],"genre_scores_gemma":[0.9808874,0.0005880401,0.013224068,0.000024841442,0.0003714535,0.00009272986,0.0008795983,0.00024468286,0.0036871545],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979608,0.00001889259,0.00062161713,0.0004863404,0.00039930624,0.0005130232],"domain_scores_gemma":[0.9982537,0.000033265955,0.00021191429,0.001159805,0.00016871866,0.00017256604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024264384,0.00054378324,0.00066388753,0.0003867451,0.0001781028,0.00010453028,0.00059376773,0.00064982,0.00027571447],"category_scores_gemma":[0.00008533058,0.00055347313,0.00018796489,0.0004977362,0.000031377185,0.00039082288,0.00005148742,0.00070757425,0.0002122303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039153596,0.00017116206,0.00019453595,0.0010564497,0.0002231812,0.000041813884,0.0013206087,0.17776784,0.57876295,0.000050385665,0.0147062205,0.2253133],"study_design_scores_gemma":[0.001368882,0.00035291308,0.020842269,0.0017342144,0.0003801455,0.000028728906,0.00035113897,0.5145962,0.44409144,0.00013363411,0.013863017,0.0022573895],"about_ca_topic_score_codex":0.000027808035,"about_ca_topic_score_gemma":0.0001716376,"teacher_disagreement_score":0.33682835,"about_ca_system_score_codex":0.000097123804,"about_ca_system_score_gemma":0.00004008393,"threshold_uncertainty_score":0.99969167},"labels":[],"label_agreement":null},{"id":"W2745257171","doi":"10.5281/zenodo.4164949","title":"HF Radar Observations of Inter-Annual variations in Mid-Latitude Mesospheric Winds","year":2016,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Radar; Latitude; Atmospheric sciences; Meteorology; Climatology; High latitude; Environmental science; Mesosphere; Geology; Geography; Geodesy; Aerospace engineering; Engineering; Stratosphere","score_opus":0.005777033680638613,"score_gpt":0.23045904606622042,"score_spread":0.2246820123855818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745257171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50334525,0.001105262,0.24363413,0.00086385914,0.006735241,0.004286095,0.003591543,0.00082364486,0.23561497],"genre_scores_gemma":[0.95451593,0.000032520886,0.014370575,0.000028972316,0.00039517827,0.00022132091,0.0019662878,0.00015743606,0.028311752],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742335,0.00008015437,0.0010806158,0.00061181915,0.0002913999,0.0005126605],"domain_scores_gemma":[0.99789834,0.00019088072,0.00075174216,0.00076976366,0.0002880862,0.00010120759],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023182681,0.0005804209,0.00076656777,0.00016409376,0.00016735618,0.00005499168,0.0005961975,0.0005725791,0.0027427308],"category_scores_gemma":[0.000031084703,0.0005587692,0.00032830826,0.0009458441,0.00006966712,0.00037043233,0.00009653944,0.00077606784,0.00006769851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000568374,0.0036483193,0.0539323,0.00078930845,0.0024063508,0.00023435714,0.009531555,0.0012811371,0.011315184,0.3201582,0.022734025,0.57340086],"study_design_scores_gemma":[0.026827103,0.002764278,0.20168725,0.014214281,0.004811752,0.00014516206,0.052679304,0.011134186,0.017069899,0.3010873,0.3476056,0.019973913],"about_ca_topic_score_codex":0.0011975634,"about_ca_topic_score_gemma":0.0014028609,"teacher_disagreement_score":0.553427,"about_ca_system_score_codex":0.00011849685,"about_ca_system_score_gemma":0.00035273534,"threshold_uncertainty_score":0.99968636},"labels":[],"label_agreement":null},{"id":"W2788716114","doi":"","title":"Time Resolved Spectroscopy in InAs and InSb based Narrow-Gap Semiconductors","year":2012,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Semiconductor; Spectroscopy; Materials science; Optoelectronics; Condensed matter physics; Physics; Quantum mechanics","score_opus":0.008970877585600931,"score_gpt":0.2325310277813142,"score_spread":0.2235601501957133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788716114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867766,0.0044301776,0.000060697064,0.000008744189,0.0020080204,0.0007262374,0.0000902385,0.0010776907,0.004821593],"genre_scores_gemma":[0.99308485,0.0002992091,0.0023346313,0.0000358769,0.0004040128,0.00018237639,0.0009498487,0.00042030224,0.0022889203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974098,0.000060150243,0.0007544684,0.0006283805,0.00029101848,0.00085616694],"domain_scores_gemma":[0.99876523,0.00010575857,0.00020373645,0.0006651892,0.000046761503,0.00021334787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031420423,0.0008410767,0.0009766765,0.0007401629,0.00008806317,0.00009147539,0.00038997913,0.0012253962,0.0009324092],"category_scores_gemma":[0.00007771151,0.00090055197,0.00012183977,0.00052075257,0.00008354661,0.00035055703,0.000044873366,0.0011219209,0.00012240735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008205559,0.000034497305,0.000088719455,0.00038539877,0.000031776006,0.000016837259,0.00036893704,0.00040073512,0.99577427,0.00002619636,0.001889107,0.00090146204],"study_design_scores_gemma":[0.001223029,0.000108967375,0.0013488983,0.0010365602,0.00011408916,0.0000125110355,0.0002893454,0.0012449764,0.9644269,0.00081017736,0.02748503,0.0018995476],"about_ca_topic_score_codex":0.00004218943,"about_ca_topic_score_gemma":0.00014867292,"teacher_disagreement_score":0.03134741,"about_ca_system_score_codex":0.00030975023,"about_ca_system_score_gemma":0.00006488206,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W2797961906","doi":"","title":"Open Educational Practices: Equity, Achievement, and Pedagogical Innovation","year":2018,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Open educational resources; Business; Pedagogy; Mathematics education; Political science; Sociology; Psychology","score_opus":0.19482578694390162,"score_gpt":0.4550955491189145,"score_spread":0.26026976217501285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797961906","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14965437,0.00009577741,0.12492268,0.09957325,0.0020774996,0.0013074535,0.000003809672,0.0006359644,0.6217292],"genre_scores_gemma":[0.92682904,0.000029322595,0.06265189,0.0021976396,0.00041969598,0.0000670951,0.00002022105,0.000016120111,0.0077689774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983484,0.000104630664,0.00033611365,0.0005685295,0.00033253577,0.0003097624],"domain_scores_gemma":[0.9984257,0.00017700347,0.0004824868,0.0005159866,0.00029520973,0.00010356357],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013621046,0.00016350357,0.00015356582,0.00025741232,0.00052202237,0.0016162694,0.0019387089,0.0001263379,0.00084165845],"category_scores_gemma":[0.0007230588,0.0001549755,0.000019529622,0.0014871899,0.0001304119,0.0019772311,0.0028717527,0.00040083984,0.00058674254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000138636,0.00023663888,0.0034187587,0.000009387504,0.000015654032,9.562732e-7,0.0010796671,0.00000191344,0.001047,0.9241063,0.012629654,0.057440232],"study_design_scores_gemma":[0.0007835446,0.00048008724,0.038881425,0.00010066114,0.00001714387,0.000070931674,0.0016803188,0.002787814,0.000997062,0.056475315,0.897108,0.0006176978],"about_ca_topic_score_codex":0.00007639512,"about_ca_topic_score_gemma":0.00002340912,"teacher_disagreement_score":0.88447833,"about_ca_system_score_codex":0.00007042966,"about_ca_system_score_gemma":0.00032854988,"threshold_uncertainty_score":0.99942017},"labels":[],"label_agreement":null},{"id":"W2808459067","doi":"","title":"Terrigenous Grain-Size Record of the Newfoundland Ridge Contourite Drift, IODP Site U1411: The First Physical Proxy Record of North Atlantic Abyssal Current Intensity during the Eocene-Oligocene Transition","year":2016,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrigenous sediment; Geology; Contourite; Ridge; Abyssal zone; Oceanography; Paleontology; Geomorphology; Sediment; Turbidite","score_opus":0.007775273174613447,"score_gpt":0.22337978417407006,"score_spread":0.21560451099945663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808459067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940791,0.0007754589,0.000017900928,0.0011791592,0.001608314,0.0012936082,0.00031054282,0.000069796275,0.00066612364],"genre_scores_gemma":[0.99783474,0.00090760173,0.000020704156,0.00006312049,0.00035978446,0.000028572538,0.00038880546,0.000022980803,0.00037367296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679774,0.00040618973,0.0007451082,0.0006389825,0.0006426428,0.00076934934],"domain_scores_gemma":[0.9970248,0.0008108401,0.0007406836,0.0009598285,0.00036065298,0.000103209175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077046524,0.0005294986,0.00086736755,0.00016110693,0.0010119656,0.000048799346,0.0012788685,0.0004805552,0.00017237666],"category_scores_gemma":[0.00020405237,0.0002627151,0.00046136207,0.0006176432,0.00085236353,0.00013321919,0.000059259597,0.0017353151,0.00007430632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010053664,0.0000967018,0.9893626,0.00039493185,0.00014230984,0.000016895972,0.0015014191,0.000023576114,0.000056332992,0.00001639755,0.00023407137,0.007149393],"study_design_scores_gemma":[0.00060516637,0.00019948755,0.9944775,0.0007017964,0.00018916564,0.000066830165,0.00010844684,0.00038881137,0.00022780667,0.00062208436,0.0020790757,0.00033378927],"about_ca_topic_score_codex":0.0038722083,"about_ca_topic_score_gemma":0.23356453,"teacher_disagreement_score":0.22969231,"about_ca_system_score_codex":0.000014725143,"about_ca_system_score_gemma":0.00021422963,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2809643073","doi":"","title":"Politics of Repatriation, Formalizing Indigenous Cultural Property Rights","year":2018,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repatriation; Indigenous; Politics; Cultural property; Political science; Property (philosophy); Law and economics; Environmental ethics; Sociology; Anthropology; Law; Cultural heritage; Epistemology; Philosophy; Ecology","score_opus":0.046374186397633195,"score_gpt":0.25485664840328354,"score_spread":0.20848246200565035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809643073","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4611256,0.0008105694,0.000026356958,0.000105168816,0.0028926164,0.0017066785,0.00014280724,0.00060731807,0.5325829],"genre_scores_gemma":[0.5536512,0.00013615223,0.00065436406,0.00007293506,0.0025397053,0.000108078675,0.005266224,0.000085597494,0.4374857],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786955,0.00004845719,0.00078656245,0.00039303204,0.00048024658,0.00042217778],"domain_scores_gemma":[0.997966,0.000030379344,0.0007134181,0.0004609703,0.00076807424,0.00006117279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002553379,0.00042102212,0.00046981344,0.00028776866,0.000896908,0.00032711055,0.00050121685,0.0003780791,0.002002587],"category_scores_gemma":[0.00005130222,0.0002723894,0.00023347476,0.00016496473,0.00013802097,0.00072932517,0.00006722089,0.0003874809,0.00015124325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004373941,0.00034282726,0.00024236544,0.002586153,0.0007944391,0.000021817283,0.41792247,0.0000058422766,0.00055913685,0.33883846,0.21096045,0.027288653],"study_design_scores_gemma":[0.0003365912,0.00019537179,0.00019113472,0.00050965947,0.00021548747,0.0000014325731,0.007899359,0.00007193073,0.0014159788,0.009672814,0.9789123,0.00057796075],"about_ca_topic_score_codex":0.0020414393,"about_ca_topic_score_gemma":0.00658492,"teacher_disagreement_score":0.76795185,"about_ca_system_score_codex":0.000097022814,"about_ca_system_score_gemma":0.00004991707,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W2919515511","doi":"","title":"Quality and Pricing in the Hotel Industry [Summary]","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Business; Marketing; Economics","score_opus":0.027115184775122293,"score_gpt":0.27113270173994813,"score_spread":0.24401751696482585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919515511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472405,0.0002107546,0.00007094128,0.0051880344,0.00025124737,0.00048149383,0.0000022494294,0.00019862012,0.046356194],"genre_scores_gemma":[0.9889999,0.000016451988,0.00009306129,0.009992185,0.00038643024,0.000023616672,0.000013739623,0.000027250757,0.00044737937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832976,0.000056149485,0.000426471,0.00041402935,0.00036989135,0.00040369018],"domain_scores_gemma":[0.99892217,0.00019023156,0.00021492118,0.0006103007,0.00004763973,0.000014751004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021407017,0.00023564344,0.00030183198,0.00027921548,0.0001514586,0.00034480524,0.00055317755,0.00040841656,0.00028673766],"category_scores_gemma":[0.000096436765,0.00018202799,0.00006536524,0.0011715438,0.00006573595,0.0007956172,0.00030056664,0.0011700756,0.00036860918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015499408,0.00036166955,0.8459567,0.0009975203,0.000046927158,0.000039804505,0.0009822878,0.00014794849,0.0008816257,0.087728426,0.0091721825,0.05352993],"study_design_scores_gemma":[0.0011686349,0.000016648344,0.77925104,0.00027932262,0.000033087534,0.000007544871,0.0034379277,0.0011149881,0.000031718526,0.008610849,0.20542365,0.0006245845],"about_ca_topic_score_codex":0.0017225561,"about_ca_topic_score_gemma":0.00042106785,"teacher_disagreement_score":0.19625147,"about_ca_system_score_codex":0.000028958144,"about_ca_system_score_gemma":0.000017160752,"threshold_uncertainty_score":0.7422886},"labels":[],"label_agreement":null},{"id":"W2928151318","doi":"","title":"STR Canada hotel results for week ending 23 February","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Advertising; History","score_opus":0.02059276489849056,"score_gpt":0.26442868666275415,"score_spread":0.2438359217642636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928151318","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36684626,0.00036443287,0.006127298,0.025465026,0.004911558,0.003854981,0.0004782006,0.00089758396,0.5910547],"genre_scores_gemma":[0.9755655,0.0000969267,0.0014944965,0.00034112373,0.000286506,0.00007046988,0.000064731685,0.000020368472,0.022059876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981558,0.00005233906,0.00031014538,0.00043274954,0.00045915393,0.000589867],"domain_scores_gemma":[0.99895704,0.00027041123,0.00013951816,0.000402986,0.000089595436,0.00014042822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075354567,0.00016886964,0.00021510044,0.00013222346,0.0005508413,0.00016511792,0.0004946724,0.00014562087,0.00033055196],"category_scores_gemma":[0.00016456042,0.0001736206,0.000094155555,0.0004769974,0.000080999875,0.00018126292,0.00011194689,0.00021160301,0.00008510522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026047073,0.00021346362,0.004191704,0.00011837048,0.00014553212,0.000034440603,0.0035340416,0.00044890706,0.0003930796,0.30466035,0.56339204,0.12260759],"study_design_scores_gemma":[0.0007243041,0.00010359792,0.0055882335,0.00011446425,0.000026141177,6.1026475e-7,0.0064080344,0.0003974718,0.00010058229,0.0034721151,0.98269206,0.00037236072],"about_ca_topic_score_codex":0.5134829,"about_ca_topic_score_gemma":0.7628629,"teacher_disagreement_score":0.6087192,"about_ca_system_score_codex":0.00036905092,"about_ca_system_score_gemma":0.00058177084,"threshold_uncertainty_score":0.70800424},"labels":[],"label_agreement":null},{"id":"W3021388641","doi":"","title":"Proceedings of the 2017 Web Archiving and Digital Libraries Workshop","year":2017,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"World Wide Web; Computer science; Library science","score_opus":0.013501435343226613,"score_gpt":0.22347651286460882,"score_spread":0.2099750775213822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021388641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90249074,0.0005103446,0.023189232,0.0112308785,0.00050196727,0.00034297665,0.0000638965,0.0006664391,0.061003543],"genre_scores_gemma":[0.9886631,0.000045769913,0.009553429,0.00004644779,0.000071289745,0.000007156823,0.0000012680272,0.000013203539,0.0015983824],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987671,0.0000070472493,0.00023470765,0.00043140905,0.00027539578,0.00028438107],"domain_scores_gemma":[0.99826473,0.00011030659,0.00035299253,0.0011424727,0.000049081445,0.00008038776],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00025211583,0.00017721974,0.00024300303,0.00012390313,0.0007056216,0.0024154475,0.0032857717,0.000097868775,0.000004188687],"category_scores_gemma":[0.00045764042,0.00012512138,0.000103992825,0.0002685062,0.0004537366,0.0023138912,0.0025178501,0.00030839155,0.000008317187],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003086348,0.00016073657,0.16285339,0.00015390778,0.0002745577,0.00002320227,0.002615024,0.0000135226,0.009341614,0.2170145,0.0476868,0.55983186],"study_design_scores_gemma":[0.0033401528,0.0003935483,0.414462,0.0054737306,0.00039734007,0.00041869923,0.0021155255,0.16771646,0.03358448,0.12032297,0.24766335,0.004111752],"about_ca_topic_score_codex":0.000008107903,"about_ca_topic_score_gemma":0.000004072525,"teacher_disagreement_score":0.5557201,"about_ca_system_score_codex":0.000007781625,"about_ca_system_score_gemma":0.00005185034,"threshold_uncertainty_score":0.99862015},"labels":[],"label_agreement":null},{"id":"W3102784145","doi":"","title":"Coupled Human-Natural Modeling for Hydroelectric Development: Understanding the Health Impacts of America’s Renewable Energy Imports","year":2019,"lang":"en","type":"book-chapter","venue":"VTechWorks (Virginia Tech)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Renewable energy; Natural resource economics; Human health; Natural (archaeology); Environmental science; Business; Economics; Geography; Engineering; Environmental health; Medicine; Electrical engineering","score_opus":0.023058405064484023,"score_gpt":0.23276680184827214,"score_spread":0.2097083967837881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102784145","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070661292,0.009550413,0.632528,0.0017169485,0.001381923,0.0039770324,0.00010516993,0.0008256152,0.34284875],"genre_scores_gemma":[0.90946156,0.0011768052,0.0018638964,0.00078496657,0.00009128641,0.00003613774,0.00025591493,0.00020024591,0.08612917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964324,0.0000334558,0.0009640106,0.0008011248,0.00076673605,0.0010022513],"domain_scores_gemma":[0.997665,0.00016592689,0.0010091256,0.0009154216,0.000009861088,0.0002346799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063537195,0.00072424323,0.0008546671,0.00023630097,0.0006403729,0.000054973392,0.0007555891,0.0005140874,0.000730266],"category_scores_gemma":[0.000026725855,0.0005805422,0.00029224722,0.00022093391,0.0002867133,0.00022679436,0.00037910673,0.00062106474,0.00004369004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003616155,0.00020963304,0.00020691908,0.0002898811,0.0006503944,0.000021537722,0.000976636,0.92698455,0.0056398544,0.019775007,0.023978468,0.020905517],"study_design_scores_gemma":[0.0040289196,0.002255402,0.00022406717,0.0026351954,0.0005329024,0.0001199529,0.00039213654,0.38724506,0.0033208902,0.12893826,0.46458578,0.005721432],"about_ca_topic_score_codex":0.0020745872,"about_ca_topic_score_gemma":0.0013257891,"teacher_disagreement_score":0.9023954,"about_ca_system_score_codex":0.0018357344,"about_ca_system_score_gemma":0.00018966346,"threshold_uncertainty_score":0.9996646},"labels":[],"label_agreement":null},{"id":"W3112642073","doi":"","title":"Functionalized Metal-Organic Frameworks for Water Oxidation Catalysis","year":2019,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Metal-Organic Frameworks: Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Science; University of Washington; Canadian Light Source; Argonne National Laboratory; Basic Energy Sciences; U.S. Department of Energy","keywords":"Metal-organic framework; Catalysis; Chemistry; Environmental chemistry; Organic chemistry; Adsorption","score_opus":0.009791959121413164,"score_gpt":0.24563215883429124,"score_spread":0.23584019971287806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112642073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6468609,0.01177318,0.23080885,0.0042477357,0.00836936,0.0077422475,0.0011629197,0.00551331,0.08352149],"genre_scores_gemma":[0.73963267,0.0007927573,0.009191987,0.0003625604,0.0015970565,0.0037076217,0.039142184,0.0009370195,0.20463617],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9949518,0.00004996322,0.0014024007,0.0017370478,0.00087631174,0.0009824663],"domain_scores_gemma":[0.9953464,0.00063394237,0.000859094,0.0024467881,0.00048918655,0.00022455739],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0006204101,0.001136429,0.001460087,0.0004753622,0.00054109556,0.0003166578,0.0012435041,0.005169311,0.045978177],"category_scores_gemma":[0.00049994455,0.0009875499,0.0010847489,0.0006864193,0.000082551145,0.00027852147,0.00012609194,0.0026864428,0.0019808558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034700942,0.00048807188,0.00002207102,0.0011189887,0.0015170991,0.0000029649002,0.00033822085,0.00006834556,0.94538456,0.0036882798,0.008692171,0.038332216],"study_design_scores_gemma":[0.0008842888,0.000037910722,0.000039774895,0.0006591076,0.0020077701,0.00000775816,0.00061512995,0.0006321145,0.70096946,0.005124712,0.28744057,0.0015813994],"about_ca_topic_score_codex":0.000029873649,"about_ca_topic_score_gemma":0.00004345224,"teacher_disagreement_score":0.2787484,"about_ca_system_score_codex":0.00031337162,"about_ca_system_score_gemma":0.00019734574,"threshold_uncertainty_score":0.9996144},"labels":[],"label_agreement":null},{"id":"W3157265736","doi":"","title":"Reducing Human Disturbance to Atlantic Flyway Shorebirds Using Social Science Methods","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flyway; Disturbance (geology); Geography; Environmental science; Ecology; Fishery; Biology","score_opus":0.014078228175593148,"score_gpt":0.3315524654087265,"score_spread":0.3174742372331334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157265736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95551455,0.00025492278,0.0048894263,0.00008721619,0.0031850773,0.00136489,0.000018633182,0.00053738605,0.0341479],"genre_scores_gemma":[0.96098,0.000009253421,0.032657854,0.000107968604,0.0005503218,0.00014796606,0.00019106812,0.00023967949,0.0051158676],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9938472,0.0003380311,0.00091817253,0.002092063,0.0015146062,0.0012899624],"domain_scores_gemma":[0.9976284,0.00014938526,0.0005767796,0.0012127415,0.00008269103,0.0003500281],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002765004,0.00081797974,0.0010503178,0.00047175915,0.0016785129,0.0004994205,0.0018819311,0.0007740337,0.0011009166],"category_scores_gemma":[0.00050775136,0.0008738192,0.00029941395,0.0038249108,0.0004246933,0.00048271287,0.0006558379,0.0012568082,0.00031679214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044164903,0.00016481282,0.0023570922,0.00030799038,0.000059263377,0.00009712123,0.0034342294,0.00037967024,0.8949845,0.00038691913,0.0034785736,0.09430567],"study_design_scores_gemma":[0.0024104875,0.0009862824,0.27977902,0.0116798645,0.0014741485,0.00038508204,0.006424826,0.03782038,0.5412597,0.0018844639,0.10082062,0.015075104],"about_ca_topic_score_codex":0.0024921333,"about_ca_topic_score_gemma":0.0006979072,"teacher_disagreement_score":0.35372475,"about_ca_system_score_codex":0.0019244798,"about_ca_system_score_gemma":0.0001830958,"threshold_uncertainty_score":0.9998122},"labels":[],"label_agreement":null},{"id":"W3160456410","doi":"","title":"Weighing Challenges, stimulus hopes in US, Canada","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","score_opus":0.06273452116561999,"score_gpt":0.34008243141765915,"score_spread":0.27734791025203914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160456410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59571886,0.02282979,0.0014868905,0.303295,0.011972073,0.0028761094,0.0001826258,0.0016384923,0.060000177],"genre_scores_gemma":[0.9878351,0.0032297948,0.0009989175,0.005987271,0.0012794435,0.00012486937,0.000053504886,0.00006048846,0.00043057662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977551,0.0002162167,0.00058870343,0.00044481084,0.0003120813,0.0006830519],"domain_scores_gemma":[0.9987422,0.00033989357,0.00016829655,0.00036060068,0.00010817978,0.00028081142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041701258,0.00022668805,0.00034133342,0.00012519523,0.00037846583,0.000015978632,0.00034848755,0.00031389782,0.00048418596],"category_scores_gemma":[0.0004104471,0.00023662568,0.00004379802,0.00047012747,0.00004060036,0.00015972526,0.00011604004,0.0010955482,0.00019530626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033889926,0.00046817478,0.06490259,0.0036970312,0.00009836964,0.00014619778,0.040820852,0.00036602942,0.00049491914,0.0119474325,0.7688499,0.1078696],"study_design_scores_gemma":[0.0012240723,0.00008672185,0.032449223,0.0009955138,0.000020946443,0.0000011572373,0.014365011,0.00087368605,0.000081435996,0.0011655416,0.94827336,0.0004633489],"about_ca_topic_score_codex":0.15397395,"about_ca_topic_score_gemma":0.40454313,"teacher_disagreement_score":0.39211628,"about_ca_system_score_codex":0.00046370807,"about_ca_system_score_gemma":0.0009723836,"threshold_uncertainty_score":0.9649315},"labels":[],"label_agreement":null},{"id":"W3205480373","doi":"","title":"Impacts of COVID-19 on U.S. crustaceanfarms: Quarter 1 ResultsMarch 23, 2020 to April 10, 2020","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Virology; Geography; Medicine; Outbreak","score_opus":0.016341379042642525,"score_gpt":0.2564373130301607,"score_spread":0.2400959339875182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205480373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93385226,0.00047765876,0.00006565741,0.050978232,0.0003333707,0.0006809271,0.00035347603,0.00043018497,0.012828224],"genre_scores_gemma":[0.99426556,0.00013081478,0.00034759814,0.0027703394,0.00049591484,0.00004618399,0.00015002028,0.000006225028,0.0017873683],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970301,0.00022241843,0.0005986296,0.00080070127,0.0006112374,0.00073693844],"domain_scores_gemma":[0.9979569,0.0006996495,0.00021009437,0.00035691596,0.0002442691,0.00053221325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058872666,0.00038350662,0.00053237076,0.000051730225,0.00026552286,0.00017954587,0.0006924423,0.0003773269,0.0029598742],"category_scores_gemma":[0.0011315221,0.00018098246,0.00024717033,0.0016988763,0.00012960655,0.0001562912,0.00022518898,0.00048326713,0.00056183065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016628297,0.00057500415,0.001656856,0.00009138395,0.00011179746,0.00047390503,0.0007282426,0.00028538838,0.67631096,0.0025148047,0.29067117,0.024917629],"study_design_scores_gemma":[0.0023040173,0.0038456444,0.057355337,0.0003371233,0.000087234854,0.00010571905,0.004386453,0.00015307084,0.049810085,0.00456738,0.87534475,0.0017031861],"about_ca_topic_score_codex":0.00048990507,"about_ca_topic_score_gemma":0.0019588105,"teacher_disagreement_score":0.6265009,"about_ca_system_score_codex":0.00014835803,"about_ca_system_score_gemma":0.00016636074,"threshold_uncertainty_score":0.99795157},"labels":[],"label_agreement":null},{"id":"W3207857195","doi":"","title":"Impacts of COVID-19 on U.S. molluskbusinesses: Quarter 1 ResultsMarch 23, 2020 to April 10, 2020","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Virology; Geography; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.012040502592420545,"score_gpt":0.2710069074663351,"score_spread":0.25896640487391454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207857195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59290546,0.0010897428,0.0045480495,0.14861007,0.0011706866,0.0024699701,0.00044094343,0.0009979706,0.24776709],"genre_scores_gemma":[0.98373055,0.00030848262,0.0027555763,0.003814077,0.00024327807,0.00006030974,0.000076953205,0.000052012423,0.0089587765],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717337,0.00010782972,0.00053622713,0.0008576205,0.00073592097,0.0005890099],"domain_scores_gemma":[0.9982232,0.00020540635,0.0001718665,0.00089180237,0.00006216376,0.00044559082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004396063,0.00039511503,0.0005029999,0.00008174573,0.0002442895,0.00006220832,0.0005699515,0.00021704711,0.006743409],"category_scores_gemma":[0.0012137963,0.00033053718,0.00020317305,0.0018583672,0.0002315869,0.00015224738,0.000923301,0.0003693931,0.0021378882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043661328,0.000409046,0.011627825,0.00012371219,0.000092548915,0.00027500573,0.0013527779,0.00092522707,0.029597897,0.00030434606,0.94839954,0.0064554634],"study_design_scores_gemma":[0.0013351006,0.00046771404,0.043216553,0.00014415779,0.00006368987,0.00004110829,0.00092244067,0.000073971336,0.011133201,0.0010320742,0.940788,0.0007820404],"about_ca_topic_score_codex":0.00046997503,"about_ca_topic_score_gemma":0.0009281547,"teacher_disagreement_score":0.39082506,"about_ca_system_score_codex":0.00023478926,"about_ca_system_score_gemma":0.00009496096,"threshold_uncertainty_score":0.99991465},"labels":[],"label_agreement":null},{"id":"W3210728416","doi":"","title":"Rethinking Smart Home Design: Integrating Architectural Perspectives and Technologically-driven Design Thinking within a Framework","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Architectural engineering; Design thinking; Architectural design; Engineering; Architecture; Systems engineering; Computer science; Human–computer interaction; Visual arts; Art","score_opus":0.016321563310685048,"score_gpt":0.2286110211139502,"score_spread":0.21228945780326516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210728416","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29811382,0.023593424,0.65647197,0.000482881,0.0022058,0.0018955824,0.000026762187,0.015204672,0.0020050725],"genre_scores_gemma":[0.6354571,0.0014899671,0.36185852,0.000040595198,0.00018793027,0.00033498195,0.000100845275,0.00028999822,0.00024006054],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99608153,0.00015628299,0.0009037469,0.0012291344,0.00065285416,0.00097645895],"domain_scores_gemma":[0.9972657,0.001007752,0.00036450257,0.0010448428,0.00019515323,0.00012202602],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007268416,0.0012188397,0.0012494577,0.000970482,0.0006397265,0.00067171524,0.0012078515,0.0032370987,0.000082491344],"category_scores_gemma":[0.0012544394,0.0011308434,0.00028184554,0.0013483624,0.00034111433,0.00024129302,0.00031955083,0.005921215,0.000012518103],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007726865,0.0003864295,0.0012714966,0.0038689459,0.004633375,0.0020597982,0.22464053,0.093718804,0.049120978,0.29381013,0.0030785913,0.32263824],"study_design_scores_gemma":[0.0011455667,0.00088297826,0.0010721606,0.018106991,0.00067037955,0.0004780304,0.13986376,0.0870946,0.054453474,0.68913656,0.0008433098,0.0062521985],"about_ca_topic_score_codex":0.000024990068,"about_ca_topic_score_gemma":0.0000873048,"teacher_disagreement_score":0.3953264,"about_ca_system_score_codex":0.00033554793,"about_ca_system_score_gemma":0.00011538082,"threshold_uncertainty_score":0.99911416},"labels":[],"label_agreement":null},{"id":"W419336394","doi":"","title":"3D Pavement Surface Macrotexture: Measurements And Friction Relationships","year":2012,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species evenness; Surface (topology); Texture (cosmology); Surface finish; Wavelength; Road surface; Photometric stereo; Frequency domain; Stereoscopy; Computer vision; Environmental science; Computer science; Remote sensing; Artificial intelligence; Optics; Geology; Mathematics; Materials science; Geometry; Image (mathematics); Physics","score_opus":0.04310666952379328,"score_gpt":0.22927565376283676,"score_spread":0.1861689842390435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W419336394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179291,0.008223063,0.05704844,0.00021637397,0.0020216508,0.00087084534,0.00001677962,0.0016373558,0.012036394],"genre_scores_gemma":[0.986934,0.0001945971,0.012464428,0.0000381186,0.00013376087,0.00003776842,0.000010249536,0.00007185949,0.00011519638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825436,0.00007055959,0.00033841337,0.0002473768,0.00048789394,0.00060140743],"domain_scores_gemma":[0.9992177,0.0000682069,0.000049547125,0.00035982727,0.000058497742,0.00024620577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008806637,0.00029814403,0.00023448236,0.0000858446,0.00024417127,0.000071223556,0.00014364852,0.00028322355,0.00015226135],"category_scores_gemma":[0.00007303456,0.00029340663,0.00005280348,0.00039264208,0.000040778905,0.00039649563,0.00005969393,0.0005398553,0.00017918706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088201115,0.0007746057,0.6843965,0.00055273017,0.00088870106,0.000011323802,0.0020624688,0.059062634,0.122851774,0.0042621396,0.011368411,0.11368053],"study_design_scores_gemma":[0.0053496035,0.00027542046,0.5726661,0.0010383102,0.00069881044,0.0000711823,0.0010285629,0.06220623,0.1065139,0.002541132,0.24292655,0.0046841605],"about_ca_topic_score_codex":0.000010684139,"about_ca_topic_score_gemma":0.00000839387,"teacher_disagreement_score":0.23155814,"about_ca_system_score_codex":0.00018173749,"about_ca_system_score_gemma":0.000007992232,"threshold_uncertainty_score":0.9999518},"labels":[],"label_agreement":null},{"id":"W6980166390","doi":"","title":"Banner from Family Investment Center at Oakmont North","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Banner; Center (category theory); The Internet; Work (physics); Quarter (Canadian coin)","score_opus":0.013588587959759842,"score_gpt":0.2178227179391347,"score_spread":0.20423412997937487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980166390","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043432163,0.013966268,0.00018201992,0.00015959587,0.0034357742,0.0025918498,0.010490395,0.006885861,0.95794505],"genre_scores_gemma":[0.008839833,0.0007652791,0.006193762,0.0027053673,0.0039677974,0.00072854507,0.0077917897,0.011118629,0.957889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99260104,0.000288753,0.0011042999,0.002120697,0.0016289415,0.0022562696],"domain_scores_gemma":[0.9935641,0.00011542561,0.0012506999,0.0040255636,0.00008678192,0.00095741195],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003629038,0.0021940034,0.0017898916,0.0014235901,0.00022614711,0.00016191608,0.002020973,0.0024993466,0.028605517],"category_scores_gemma":[0.000057817924,0.0020405329,0.0006829303,0.0010764939,0.00050706876,0.00022915292,0.0015751113,0.0019341059,0.13432202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001058655,0.0005798254,0.007706946,0.00005390126,0.0007283435,0.00011233404,0.00013183054,0.0000044427443,0.00078147784,0.00038341957,0.9868069,0.0026047016],"study_design_scores_gemma":[0.0017739929,0.00006691077,0.009493397,0.00083908526,0.00040675513,0.000016098285,0.000026523787,0.00002844746,0.00018511555,0.00014567941,0.9847449,0.002273072],"about_ca_topic_score_codex":0.0021937233,"about_ca_topic_score_gemma":0.0050000725,"teacher_disagreement_score":0.1057165,"about_ca_system_score_codex":0.001530432,"about_ca_system_score_gemma":0.00013013069,"threshold_uncertainty_score":0.99908},"labels":[],"label_agreement":null},{"id":"W6980167094","doi":"","title":"Banner from Lincoln-Sudbury Regional High School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Work (physics); The Internet; Field (mathematics); Period (music)","score_opus":0.019092899735125804,"score_gpt":0.30874414992502713,"score_spread":0.28965125018990134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980167094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009202529,0.012439084,0.019341813,0.0018903064,0.0024894716,0.0016793401,0.00091019657,0.004859126,0.95629865],"genre_scores_gemma":[0.002210694,0.0015361315,0.019667702,0.002687178,0.006377709,0.0018483843,0.0008748632,0.002009101,0.9627882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965572,0.00012661339,0.0006397234,0.0012823112,0.0004513325,0.0009428241],"domain_scores_gemma":[0.99589986,0.0001370787,0.0006289702,0.0028535703,0.000051091094,0.00042945574],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026009217,0.0008730608,0.00081686705,0.0006589337,0.00013974431,0.000078842444,0.0014266314,0.002800616,0.19149907],"category_scores_gemma":[0.000011422174,0.00085014413,0.00036122845,0.0006716192,0.00026272828,0.00007527916,0.00012936845,0.0016986759,0.01227603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053480224,0.0003898135,0.00016097224,0.000010044366,0.00032411597,0.000013127212,0.000049747454,1.6766968e-7,0.00015449632,0.035302833,0.93796575,0.025575427],"study_design_scores_gemma":[0.00071993936,0.00005755769,0.0014888477,0.00032455087,0.00011476524,0.000016554768,0.00002951173,0.000002775323,0.00003756424,0.007139502,0.9891031,0.00096532784],"about_ca_topic_score_codex":0.0028148058,"about_ca_topic_score_gemma":0.000114728224,"teacher_disagreement_score":0.17922303,"about_ca_system_score_codex":0.00013604821,"about_ca_system_score_gemma":0.00007137942,"threshold_uncertainty_score":0.99939495},"labels":[],"label_agreement":null},{"id":"W6980167867","doi":"","title":"Banner from St. John's River Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Community college; Work (physics); The Internet","score_opus":0.016626237930262498,"score_gpt":0.24277106585685365,"score_spread":0.22614482792659116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980167867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009019858,0.005640295,0.000490774,0.00015206993,0.0025659506,0.0021591054,0.03753252,0.008991162,0.9415661],"genre_scores_gemma":[0.034982372,0.0003545401,0.0109101,0.00053778215,0.0033476274,0.0004087134,0.005061918,0.011584949,0.932812],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930044,0.0014411808,0.00097129936,0.0012027943,0.0014013671,0.001978969],"domain_scores_gemma":[0.9912899,0.00060343224,0.0012766507,0.005946632,0.00015004336,0.0007333356],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0013980701,0.0020261882,0.0020765369,0.001776036,0.0006097817,0.00014825272,0.003698159,0.00414157,0.08173504],"category_scores_gemma":[0.00025202695,0.0020338898,0.0006339191,0.001902665,0.0012770055,0.00033665003,0.0016874154,0.0066074603,0.07579288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010081941,0.00076166994,0.00041311223,0.00007518839,0.0007187818,0.000083961226,0.00029162035,0.0000021124263,0.00034144032,0.0021002693,0.9925773,0.0025336926],"study_design_scores_gemma":[0.0017065968,0.00007650531,0.0014570118,0.0011867131,0.0005801979,0.000020898102,0.00020892819,0.000033934055,0.00019114639,0.0016779655,0.9904988,0.0023613067],"about_ca_topic_score_codex":0.010070309,"about_ca_topic_score_gemma":0.0033929416,"teacher_disagreement_score":0.034080386,"about_ca_system_score_codex":0.0007263504,"about_ca_system_score_gemma":0.00020706278,"threshold_uncertainty_score":0.999248},"labels":[],"label_agreement":null},{"id":"W6980366843","doi":"","title":"Canadian hydropower and the U.S. energy transition: controversies, opportunities, and strategic research directions","year":2023,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exclosure; Intellectualization; Hydropower; Work (physics); Articular cartilage damage","score_opus":0.04420546189739376,"score_gpt":0.28225191726118226,"score_spread":0.2380464553637885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980366843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25489262,0.023860516,0.00018680003,0.3556991,0.001090051,0.0021543542,0.0006051107,0.0016294761,0.359882],"genre_scores_gemma":[0.9745593,0.017829843,0.00002481183,0.0016105593,0.00018547144,0.00008615123,0.000102198566,0.000030374153,0.005571265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998524,0.00013674899,0.00019108575,0.00029833103,0.00030739707,0.00054244144],"domain_scores_gemma":[0.9986829,0.00037690825,0.000028199613,0.00033443543,0.00010772614,0.00046978658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068290776,0.00016116153,0.00025926562,0.00048979436,0.00065615954,0.00011372125,0.00010808678,0.0002078345,0.0002457432],"category_scores_gemma":[0.00007591577,0.00012392098,0.000056519555,0.0007029763,0.00070374797,0.00009042634,0.000046393918,0.00051147176,0.000017151653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019026896,0.000135527,0.0008378951,0.00028298466,0.0006316262,0.0037835876,0.004096754,0.000007674472,0.0010636826,0.6349135,0.2102702,0.14207385],"study_design_scores_gemma":[0.004764295,0.0003347873,0.0011008742,0.00023516112,0.00013073608,0.0006899102,0.0048935493,0.0021531885,0.00016059623,0.02004515,0.96514994,0.00034180004],"about_ca_topic_score_codex":0.050873645,"about_ca_topic_score_gemma":0.030147562,"teacher_disagreement_score":0.7548798,"about_ca_system_score_codex":0.000116308525,"about_ca_system_score_gemma":0.00040509648,"threshold_uncertainty_score":0.9875497},"labels":[],"label_agreement":null},{"id":"W6980400315","doi":"","title":"Card from Carleton University of Ottawa","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Exposition (narrative); Theme (computing); Presentation (obstetrics); Context (archaeology); Feature (linguistics)","score_opus":0.007174171179929387,"score_gpt":0.195721199226673,"score_spread":0.18854702804674361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980400315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041911303,0.0069214855,0.0011823655,0.000059424976,0.0010859604,0.00087754114,0.005644175,0.0030939244,0.980716],"genre_scores_gemma":[0.05365954,0.0005263932,0.012263431,0.00004623162,0.001521136,0.0000072801904,0.0012406537,0.004771113,0.92596424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966848,0.00020948656,0.00043170483,0.0009684702,0.0008103389,0.00089520146],"domain_scores_gemma":[0.9960311,0.00012065822,0.0010665504,0.0023553756,0.00009194218,0.00033435976],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003667946,0.0008877877,0.001371817,0.0010542246,0.000092699054,0.00002574688,0.0016109593,0.002290947,0.026849609],"category_scores_gemma":[0.00005310467,0.0010359059,0.0004869355,0.0009944998,0.0005176668,0.00013166871,0.0005115452,0.0012418237,0.015287055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004739604,0.00014749887,0.0017999447,0.00007196162,0.0005268106,0.000057931546,0.00013816939,0.0000050535414,0.001523139,0.0009771112,0.988939,0.005766015],"study_design_scores_gemma":[0.00087942684,0.00003743915,0.0008628684,0.000701822,0.0005871406,0.0000049635714,0.00014072907,0.000011557965,0.0006648782,0.00011503307,0.99497014,0.0010240063],"about_ca_topic_score_codex":0.015567835,"about_ca_topic_score_gemma":0.0034175555,"teacher_disagreement_score":0.054751787,"about_ca_system_score_codex":0.00038145026,"about_ca_system_score_gemma":0.00016268689,"threshold_uncertainty_score":0.9992091},"labels":[],"label_agreement":null},{"id":"W6980435432","doi":"","title":"Cards from University of Toronto Child Care Center","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Child care; Center (category theory); Primary care; Sick child","score_opus":0.004066111154215698,"score_gpt":0.1939711740333891,"score_spread":0.1899050628791734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980435432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015825777,0.035082486,0.00022669791,0.000026489934,0.0011013363,0.0008670396,0.012905429,0.0020590227,0.94757324],"genre_scores_gemma":[0.20932311,0.0040782643,0.010709796,0.00010997933,0.00482707,0.000019074927,0.0071690427,0.009328971,0.7544347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693644,0.00015603354,0.00035445008,0.00094751705,0.00075363455,0.0008519242],"domain_scores_gemma":[0.9965097,0.00003802468,0.00072838075,0.0022915609,0.000115575705,0.0003167764],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001472246,0.0008890258,0.0011755847,0.00028167164,0.00012368451,0.00002692522,0.0015107094,0.0019245227,0.04987358],"category_scores_gemma":[0.000020290507,0.0010083637,0.0005154598,0.0002842379,0.0003278596,0.00020139953,0.00064072246,0.00088992,0.0051904754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011257288,0.00022046638,0.0024202506,0.00012999165,0.0005308573,0.00003722709,0.0010754835,0.0000016557462,0.00017908492,0.0002739111,0.98230785,0.012710643],"study_design_scores_gemma":[0.001282949,0.00004042885,0.001334415,0.0013073446,0.0004140875,0.0000048811357,0.0010997895,0.0000028092452,0.00014748934,0.00001296714,0.99337405,0.0009787682],"about_ca_topic_score_codex":0.05320187,"about_ca_topic_score_gemma":0.038835842,"teacher_disagreement_score":0.20916486,"about_ca_system_score_codex":0.00099401,"about_ca_system_score_gemma":0.00009890027,"threshold_uncertainty_score":0.9993712},"labels":[],"label_agreement":null},{"id":"W6980614861","doi":"","title":"The College of Architecture and Urban Studies Commencement 2022","year":2022,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Emory University; McGill University; McKnight Foundation","keywords":"Architecture; Schedule; Urban planning; Ceremony; Spring (device)","score_opus":0.007365085678499704,"score_gpt":0.25656281466262376,"score_spread":0.24919772898412407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980614861","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009249411,0.7559745,0.00041496402,0.0067097014,0.0028732885,0.003723524,0.0038926664,0.00026385655,0.2168981],"genre_scores_gemma":[0.03718009,0.07087547,0.0011109349,0.0009544138,0.0011481609,0.0006552462,0.00032002677,0.0007089835,0.8870467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872434,0.0000852494,0.00026030172,0.0004325721,0.00022051035,0.00027704285],"domain_scores_gemma":[0.9989831,0.000062619074,0.00026161427,0.0006218766,0.000032469987,0.000038325787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022468012,0.0003277722,0.00038259284,0.0000943535,0.00028203713,0.000012421165,0.00040096723,0.00017848583,0.00029164465],"category_scores_gemma":[0.000052981344,0.00022942426,0.00010734453,0.00015930417,0.00036933314,9.362067e-7,0.0011531551,0.00027641945,0.0000019280205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006239322,0.00003869153,0.00040221727,0.00009482928,0.00067264284,0.0000066405923,0.000108850065,0.0000032216874,0.0019692606,0.00041727396,0.9881852,0.008038744],"study_design_scores_gemma":[0.00031981344,0.00030394664,0.000041255385,0.00009111251,0.00006146508,0.00001080784,0.0014660732,0.0000016090262,0.0006105267,0.00011308481,0.99672747,0.00025283181],"about_ca_topic_score_codex":0.00001195613,"about_ca_topic_score_gemma":0.00012635946,"teacher_disagreement_score":0.685099,"about_ca_system_score_codex":0.000018559096,"about_ca_system_score_gemma":0.000029508723,"threshold_uncertainty_score":0.93556494},"labels":[],"label_agreement":null},{"id":"W6981089700","doi":"","title":"Development of A Trajectory Population Data and its Application in CAV Research","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Plant-derived Lignans Synthesis and Bioactivity","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Trajectory; Population; Process (computing); Data modeling; Object (grammar); Interval (graph theory); Data point; Data collection; Traffic flow (computer networking); Benchmarking","score_opus":0.05348194852048135,"score_gpt":0.34252328082369854,"score_spread":0.2890413323032172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981089700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978813,0.0008570956,0.000091013826,0.000018559136,0.000090777816,0.0005714329,0.00014625801,0.000029408167,0.00031413243],"genre_scores_gemma":[0.98775786,0.00069118285,0.000972645,0.0000037005923,0.000076965254,0.00013051761,0.009750533,0.000051347608,0.0005652584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815255,0.000101158796,0.00042525414,0.0007238257,0.00031798732,0.00027920798],"domain_scores_gemma":[0.9989783,0.000051272054,0.00020607554,0.000629792,0.000084469364,0.00005008799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011422291,0.00021650025,0.00029048388,0.00034571873,0.00009875596,0.000018413353,0.00048120937,0.0007062605,0.000003912058],"category_scores_gemma":[0.00014166145,0.00022025748,0.00003212223,0.00036640133,0.000029155006,0.000008830358,0.00020619316,0.0003613668,0.0000084023595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014859112,0.0000905184,0.0009137107,0.00024310107,0.000044025102,0.0000021685062,0.000203842,0.0000029417192,0.9128928,0.000028929786,0.00023831039,0.08519105],"study_design_scores_gemma":[0.00054725126,0.000108235916,0.20420875,0.0008163707,0.00004843398,0.0000051213106,0.0014592202,0.0008154644,0.7703952,0.00011898084,0.020678967,0.00079801824],"about_ca_topic_score_codex":0.00019366042,"about_ca_topic_score_gemma":0.0072837546,"teacher_disagreement_score":0.20329504,"about_ca_system_score_codex":0.00004188773,"about_ca_system_score_gemma":0.00018125719,"threshold_uncertainty_score":0.89818394},"labels":[],"label_agreement":null},{"id":"W6981315902","doi":"","title":"Education and Research in Agriculture: 1st Quarter Report: 1 October 2014 – 31 December 2015","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Corporate governance; Period (music); Agriculture; Agricultural education","score_opus":0.04802350443820385,"score_gpt":0.417379513194616,"score_spread":0.36935600875641217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981315902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041236044,0.008420021,0.00005121842,0.001126615,0.004342124,0.0017871474,0.000030648163,0.0002211438,0.9798975],"genre_scores_gemma":[0.5875846,0.035431877,0.001325333,0.0003409117,0.005014975,0.00096690294,0.0006773968,0.0002199256,0.36843804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935617,0.00052443874,0.0009549206,0.0012972931,0.0024785774,0.0011830741],"domain_scores_gemma":[0.99630994,0.00036523285,0.00049095263,0.0010949577,0.0014475,0.00029140495],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0082353065,0.00049607403,0.00075301726,0.0008588788,0.00054940634,0.0004324065,0.0007791884,0.0019495209,0.00039590546],"category_scores_gemma":[0.0006864798,0.00043534455,0.00017072062,0.001471558,0.00063462614,0.00040676564,0.00030146167,0.0024479895,0.0010650255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013845123,0.00018950738,0.006313963,0.00013225302,0.000025588342,0.000098792,0.001002898,0.0000023819725,0.00005950638,0.0020996558,0.98094636,0.009115219],"study_design_scores_gemma":[0.0001604095,0.000045700308,0.016796395,0.0011069828,0.00003785765,0.00013583647,0.0025601499,0.0000062866166,0.000024198913,0.0014615037,0.97703445,0.00063020375],"about_ca_topic_score_codex":0.015059651,"about_ca_topic_score_gemma":0.0025378345,"teacher_disagreement_score":0.61145943,"about_ca_system_score_codex":0.0010499761,"about_ca_system_score_gemma":0.004909201,"threshold_uncertainty_score":0.99985343},"labels":[],"label_agreement":null},{"id":"W6981341551","doi":"","title":"The effects of Airbnb’s price positioning on hotel performance [Summary]","year":2020,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Quarter (Canadian coin); Price dispersion; Dispersion (optics); Exploratory research; Panel data","score_opus":0.0034518306821871257,"score_gpt":0.20468633457911325,"score_spread":0.20123450389692613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981341551","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002445772,0.006070715,0.00034674452,0.00025495427,0.001571121,0.002845847,0.00013977442,0.003792656,0.98253244],"genre_scores_gemma":[0.22103521,0.0049991235,0.0052688434,0.0008005075,0.0019538053,0.00091097807,0.00035488082,0.0099592665,0.75471735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584997,0.00022183398,0.0007047161,0.0010435359,0.0012127291,0.0009672273],"domain_scores_gemma":[0.99584174,0.00074185006,0.0012494187,0.0018544083,0.000076134515,0.00023644126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049655524,0.0010594105,0.0010141676,0.0006632969,0.00042206576,0.00013138088,0.0017902204,0.0011233637,0.0005458397],"category_scores_gemma":[0.00043193036,0.00084174675,0.00037225356,0.0015547441,0.00039246137,0.00011363192,0.00034025687,0.002127168,0.00595079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061267364,0.0002632861,0.0001612244,0.0017117831,0.00065633754,0.00011496731,0.0002495381,0.000050664326,0.01269835,0.0023371326,0.94980216,0.031341873],"study_design_scores_gemma":[0.001489852,0.0011226493,0.001352753,0.011180988,0.00033977526,0.00003070902,0.000049460414,0.00047041918,0.025454318,0.00014806137,0.9567931,0.0015678832],"about_ca_topic_score_codex":0.00006499444,"about_ca_topic_score_gemma":0.000025519503,"teacher_disagreement_score":0.22781503,"about_ca_system_score_codex":0.00024901473,"about_ca_system_score_gemma":0.00015370028,"threshold_uncertainty_score":0.99940336},"labels":[],"label_agreement":null},{"id":"W6982785849","doi":"","title":"JTE v11n1 – Full Issue","year":2011,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Pentecostalism and Christianity Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Technische Universiteit Delft; Loughborough University; University of Alberta; York University; Strong; Illinois State University; ITEA; Indiana State University; Johns Hopkins University; Central Connecticut State University; University of Cambridge; University of Waikato; University of Oxford; Purdue University; North Carolina State University; Society for the History of Technology; Mathematical Association of America; Virginia Polytechnic Institute and State University; University of Chicago; Old Dominion University; Masdar Institute of Science and Technology; National Science Foundation","keywords":"Workforce; Restructuring; Work (physics); Surrender; Commission; Negotiation","score_opus":0.020349298299783207,"score_gpt":0.21146040103535615,"score_spread":0.19111110273557294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982785849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010951329,0.009432138,0.00009442069,0.00033616173,0.0027043526,0.00047662514,0.0007190758,0.00193594,0.98429036],"genre_scores_gemma":[0.0010605707,0.0024775802,0.00031684787,0.000488936,0.004177178,0.00009797426,0.00017110076,0.00086520903,0.9903446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787533,0.000043472064,0.00040827482,0.0006718048,0.0003462022,0.0006549022],"domain_scores_gemma":[0.99842775,0.000036605605,0.0003652497,0.00096374855,0.00007068694,0.00013596777],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013620162,0.0007364706,0.00077184296,0.0005232509,0.0003983658,0.00021806241,0.00081204314,0.0005137266,0.15891853],"category_scores_gemma":[0.00003118291,0.0006588285,0.00026788982,0.000093685354,0.00062129385,0.00010161345,0.0003397324,0.0007300358,0.013572129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019541474,0.000097325465,0.000004064811,0.00012575678,0.00021459685,0.000050811537,0.0019229087,2.0406267e-8,0.000005156997,0.023355208,0.9699251,0.0042795213],"study_design_scores_gemma":[0.0003049069,0.000100632315,0.000006607924,0.00047187728,0.00014885607,0.000008081341,0.0007241738,0.0000016193997,0.000012797836,0.0010303818,0.99637026,0.0008198374],"about_ca_topic_score_codex":0.0023584089,"about_ca_topic_score_gemma":0.0116250655,"teacher_disagreement_score":0.1453464,"about_ca_system_score_codex":0.000047698497,"about_ca_system_score_gemma":0.00003865062,"threshold_uncertainty_score":0.9995863},"labels":[],"label_agreement":null},{"id":"W6983247183","doi":"","title":"Macromolecules Innovation Institute June 2021 e-Newsletter","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foundation for Education and European Culture; Canadian Patient Safety Institute","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Triacetin; Emperipolesis; Demotion","score_opus":0.013791070256025221,"score_gpt":0.25959031907597035,"score_spread":0.24579924881994514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983247183","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032258578,0.0045733675,0.011263427,0.002546258,0.005490435,0.001683477,0.0007649247,0.003479586,0.96987593],"genre_scores_gemma":[0.0013285162,0.00042954332,0.019695317,0.0017168741,0.00320174,0.00037403402,0.0056978883,0.0055696974,0.96198636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940308,0.00020802832,0.0012224169,0.0019949037,0.0012691219,0.0012747798],"domain_scores_gemma":[0.9953084,0.00005074431,0.0012194426,0.0029145963,0.0003223985,0.00018439381],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00059714104,0.0015170622,0.0014177532,0.0034971451,0.00019228646,0.0003789186,0.0014038173,0.0025938603,0.0389608],"category_scores_gemma":[0.00034787352,0.0016447345,0.0003608117,0.0076188236,0.0005664832,0.00023684408,0.00076432066,0.0023702148,0.01795129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026024365,0.00019765663,0.00005417215,0.00017699554,0.00040915585,0.0008428051,0.000026031023,0.000012122171,0.021062111,0.0067711617,0.9565375,0.013884279],"study_design_scores_gemma":[0.0009795979,0.00002996115,0.00004106272,0.0022548845,0.00017166755,0.000119125114,0.00002495378,0.000031044845,0.0043164617,0.0005303765,0.98969376,0.0018070968],"about_ca_topic_score_codex":0.000284843,"about_ca_topic_score_gemma":0.0008229373,"teacher_disagreement_score":0.033156283,"about_ca_system_score_codex":0.00042947114,"about_ca_system_score_gemma":0.00038619418,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W6983388509","doi":"","title":"Memory Book from St. John's Northwestern Military Academy","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Exposition (narrative); Agency (philosophy); Work (physics)","score_opus":0.011992443196103778,"score_gpt":0.24305044219439892,"score_spread":0.23105799899829516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983388509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004894217,0.18827888,0.0005497392,0.00053634064,0.0031180165,0.0036346975,0.015564991,0.01477132,0.77305657],"genre_scores_gemma":[0.002132659,0.003615097,0.0059135947,0.002172509,0.008037755,0.0006088847,0.00398813,0.013489168,0.9600422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910677,0.00044708542,0.0014054074,0.0026133917,0.0018795279,0.0025868567],"domain_scores_gemma":[0.99392724,0.0003140426,0.0011187446,0.0035537404,0.00007093926,0.0010153169],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008188277,0.0025939844,0.0023599234,0.002180396,0.00023921799,0.000101244754,0.003308747,0.0059194486,0.080570035],"category_scores_gemma":[0.000079627935,0.0026587378,0.000857601,0.0012636534,0.00082699995,0.0006430323,0.0012560813,0.005072457,0.09531961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010841635,0.00031706368,0.0005090948,0.00013013234,0.000810042,0.00013645808,0.0001933222,0.000008700408,0.00045080372,0.000059695667,0.98136157,0.01591468],"study_design_scores_gemma":[0.001437277,0.000058301415,0.0010690414,0.0015899123,0.0007616067,0.000037014768,0.00008534636,0.000026675136,0.0004456596,0.00029370526,0.99127936,0.0029160937],"about_ca_topic_score_codex":0.0047568325,"about_ca_topic_score_gemma":0.0024227386,"teacher_disagreement_score":0.18698561,"about_ca_system_score_codex":0.00064849935,"about_ca_system_score_gemma":0.00021840594,"threshold_uncertainty_score":0.9986795},"labels":[],"label_agreement":null},{"id":"W6983637498","doi":"","title":"Network-Based Naval Ship Distributed System Design and Mission Effectiveness using Dynamic Architecture Flow Optimization","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Naval Sea Systems Command; U.S. Naval Academy; Office of Naval Research; Memorial University of Newfoundland; Virginia Polytechnic Institute and State University; Technische Universiteit Delft; U.S. Navy; Ministère de la Défense Nationale; University College London; Massachusetts Institute of Technology; International Business Machines Corporation","keywords":"Naval architecture; Systems design; Architecture; Process (computing); Systems architecture; Architecture framework; Component (thermodynamics); Energy flow; Design process","score_opus":0.007193383512664915,"score_gpt":0.2237404938012334,"score_spread":0.2165471102885685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983637498","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054808795,0.0006785944,0.941754,0.00002926054,0.00048725144,0.0012464446,0.00007282376,0.0003754864,0.0005473804],"genre_scores_gemma":[0.7847381,0.000051917825,0.20801197,0.000028471812,0.00009446892,0.000096846255,0.0063027847,0.0002151894,0.0004602561],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99662995,0.00042645243,0.0005508938,0.0011167449,0.00060493906,0.0006710381],"domain_scores_gemma":[0.99852943,0.00026264056,0.00031224889,0.0005804573,0.000043178952,0.00027204887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008348019,0.00067474885,0.0006732588,0.00014229833,0.0006789735,0.00014654934,0.00039225546,0.0010198794,0.00081960537],"category_scores_gemma":[0.000060847862,0.00063339283,0.00017039556,0.0011292868,0.00012071272,0.00011129026,0.000077703735,0.00087003753,0.0000108855265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029476307,0.00008611733,0.00045911156,0.0005085387,0.000021150423,0.000086337466,0.000053473817,0.9874681,0.00234921,0.0000073794936,0.00008553549,0.00858023],"study_design_scores_gemma":[0.000601682,0.00008631251,0.0032625627,0.0032536318,0.00022022231,0.00003627388,0.00008707631,0.9907957,0.00055501185,0.00006140545,0.00027924604,0.00076090166],"about_ca_topic_score_codex":0.00012063498,"about_ca_topic_score_gemma":0.000038643113,"teacher_disagreement_score":0.733742,"about_ca_system_score_codex":0.00053586095,"about_ca_system_score_gemma":0.00013421645,"threshold_uncertainty_score":0.99961174},"labels":[],"label_agreement":null},{"id":"W6986582192","doi":"","title":"Proceedings of the 2011 Conference on Higher Education Pedagogy","year":2011,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Undergraduate Education; University of Toronto","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Emperipolesis; Durvalumab; Liquation; Demotion","score_opus":0.17764356266823675,"score_gpt":0.42354408766979385,"score_spread":0.2459005250015571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986582192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20896733,0.000076442724,0.000019370924,0.017132673,0.001198731,0.00047825623,0.000002149906,0.00020656027,0.7719185],"genre_scores_gemma":[0.9671246,0.000049958406,0.0014870155,0.0003788166,0.0001814062,0.00004278575,6.7278285e-7,0.000016826569,0.030717958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985664,0.000118581,0.0002497957,0.00025544153,0.00058196555,0.00022781052],"domain_scores_gemma":[0.9987999,0.000114099996,0.00044183433,0.0002537476,0.0003211023,0.00006927403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001337587,0.00012585374,0.0001393347,0.0001146663,0.00038909516,0.000054056403,0.0007978176,0.00020197067,0.0043704603],"category_scores_gemma":[0.00039419837,0.000097868055,0.00007065856,0.00029650505,0.00033903297,0.00042220487,0.00008514223,0.00041104548,0.00024235703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028254834,0.00025287946,0.0075954827,0.000011347102,0.000013946446,1.00788604e-7,0.00830574,4.504947e-7,0.00069663674,0.9537081,0.015996726,0.013390336],"study_design_scores_gemma":[0.00038956758,0.00023675937,0.21667886,0.000331785,0.00012410218,0.0000023864902,0.009087425,0.00002003358,0.005601702,0.10181995,0.66517717,0.0005302798],"about_ca_topic_score_codex":0.0018672071,"about_ca_topic_score_gemma":0.00015935354,"teacher_disagreement_score":0.8518882,"about_ca_system_score_codex":0.000083174345,"about_ca_system_score_gemma":0.0004365901,"threshold_uncertainty_score":0.99653965},"labels":[],"label_agreement":null},{"id":"W6987234693","doi":"","title":"In the Shadows of the Ivory Tower: Undocumented Undergraduates and the Liminal State of Immigration Reform","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liminality; Immigration; State (computer science); Population; Immigration reform; Quarter (Canadian coin); Sample (material); Private sector; Higher education","score_opus":0.014349661565048518,"score_gpt":0.29879717319964055,"score_spread":0.28444751163459203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987234693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91854155,0.0017702965,0.000043958877,0.06994248,0.00040070008,0.00050123956,0.0000036421093,0.000019606963,0.008776508],"genre_scores_gemma":[0.9972692,0.0010446102,0.000060169667,0.00036813374,0.00004525779,0.000027391005,0.0000010632809,0.000004399904,0.0011797374],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879956,0.00023036277,0.000282286,0.00011897138,0.00039892632,0.0001698837],"domain_scores_gemma":[0.9992848,0.0001554855,0.00019989107,0.00024452244,0.00007859875,0.0000366985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016439079,0.00008798407,0.00014533497,0.000058686663,0.00025437213,0.000054735356,0.0005084216,0.000059672635,0.000019083582],"category_scores_gemma":[0.00014364789,0.000036762987,0.00006161631,0.0005297314,0.0011747904,0.0001972086,0.00005652453,0.00017195626,0.0000015638427],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053848897,0.00048088844,0.0052408404,0.000041195548,0.000072583076,0.000002087248,0.5346113,0.00007233793,0.00059612305,0.380732,0.0114090415,0.06620314],"study_design_scores_gemma":[0.002254264,0.0002269421,0.009198796,0.0002573187,0.000056219327,0.000007760025,0.59661967,0.0003064623,0.0027664322,0.08235897,0.30562627,0.0003208819],"about_ca_topic_score_codex":0.009521116,"about_ca_topic_score_gemma":0.013822859,"teacher_disagreement_score":0.298373,"about_ca_system_score_codex":0.000044814147,"about_ca_system_score_gemma":0.00013960693,"threshold_uncertainty_score":0.99707454},"labels":[],"label_agreement":null},{"id":"W6988060876","doi":"","title":"Women Climate Change","year":2023,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Python (programming language); Directory; Matching (statistics); Variety (cybernetics); Climate change; Open source","score_opus":0.14840210532507198,"score_gpt":0.3536387994352138,"score_spread":0.20523669411014184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988060876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011082174,0.008876789,0.00009281301,0.001196134,0.024421575,0.009776682,0.016601602,0.058242004,0.8697102],"genre_scores_gemma":[0.27962127,0.18231113,0.004423861,0.0019839185,0.05700089,0.06179345,0.01716405,0.036962193,0.35873926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98630714,0.00024544462,0.0019762914,0.0027447813,0.0043915776,0.004334773],"domain_scores_gemma":[0.99174917,0.00036166742,0.0019258389,0.0042674034,0.0008795079,0.00081644376],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0066618836,0.0021573768,0.002755414,0.0033063723,0.00052600127,0.00042832497,0.0025805093,0.0039034425,0.0027005838],"category_scores_gemma":[0.0013101716,0.0022362482,0.0008500677,0.005171907,0.0004305941,0.00048044763,0.00232309,0.004476123,0.115234956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019001702,0.00034767255,0.00090503675,0.0017541115,0.00079772586,0.0022134471,0.0009063084,0.000007747443,0.00034345547,0.00049123645,0.84061486,0.15142839],"study_design_scores_gemma":[0.0006870926,0.00019908675,0.003035214,0.0024849793,0.00028057356,0.00028261472,0.00029450943,0.000055471046,0.000110968045,0.00096633274,0.9889699,0.0026332238],"about_ca_topic_score_codex":0.00058753,"about_ca_topic_score_gemma":0.00025787414,"teacher_disagreement_score":0.510971,"about_ca_system_score_codex":0.0067689805,"about_ca_system_score_gemma":0.0011331779,"threshold_uncertainty_score":0.9991167},"labels":[],"label_agreement":null},{"id":"W6989301242","doi":"","title":"Annual Narrative Report of H.A. Noblin, County Agent, Prince George and City of Hopewell, Virginia 1933","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Narrative; Work (physics); Historical record; Narrative history","score_opus":0.021539366312482378,"score_gpt":0.30630253325511453,"score_spread":0.28476316694263215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989301242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6412789,0.047686443,0.0012409133,0.00087251776,0.010605737,0.010877641,0.08893031,0.005240207,0.19326733],"genre_scores_gemma":[0.9084191,0.010734648,0.004767649,0.0000907445,0.001488982,0.0006276144,0.0029800017,0.002382274,0.068509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9838523,0.00040741003,0.0052413554,0.003596823,0.0052244924,0.0016775689],"domain_scores_gemma":[0.9836111,0.0005649784,0.0067056837,0.0042923377,0.0041907905,0.00063509645],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.008159684,0.0024211141,0.004582706,0.0026415638,0.00027812022,0.00015403726,0.00190164,0.0034388034,0.00068326585],"category_scores_gemma":[0.0029596083,0.0023813355,0.0011165295,0.004139837,0.002536296,0.0007067497,0.0023712951,0.004853912,0.00032499892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016185507,0.0027361182,0.016322121,0.012750179,0.0072995313,0.01945572,0.008001734,0.00012899902,0.024687892,0.0017322531,0.8908339,0.014433013],"study_design_scores_gemma":[0.0011722526,0.00053957605,0.005948641,0.0058557317,0.0017189806,0.004618268,0.001185064,0.00006630521,0.008531479,0.0011975942,0.96643287,0.0027332262],"about_ca_topic_score_codex":0.0019048549,"about_ca_topic_score_gemma":0.0005327701,"teacher_disagreement_score":0.26714018,"about_ca_system_score_codex":0.0014740626,"about_ca_system_score_gemma":0.0048981444,"threshold_uncertainty_score":0.9988526},"labels":[],"label_agreement":null},{"id":"W6989329828","doi":"","title":"Annual report of county extension workers, Prince George, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annual report; Extension (predicate logic); Work (physics); Technical report; Preliminary report","score_opus":0.017976805205850082,"score_gpt":0.29965913820130474,"score_spread":0.28168233299545464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989329828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09657994,0.087669745,0.0032902467,0.0023615658,0.04962444,0.01592081,0.067824066,0.029414384,0.6473148],"genre_scores_gemma":[0.42852303,0.011724522,0.022695404,0.00031624755,0.0085139,0.0018500768,0.011657808,0.010956098,0.5037629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97823334,0.00037316117,0.0056384476,0.004993663,0.00815113,0.002610254],"domain_scores_gemma":[0.9809823,0.00058752275,0.00540205,0.00783221,0.004388579,0.00080735626],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.010068003,0.0031025447,0.004512054,0.0033299862,0.0003364727,0.00026530237,0.002865514,0.005381168,0.0010051685],"category_scores_gemma":[0.0035823737,0.0030341663,0.0018969284,0.0057451203,0.0014278546,0.00072036363,0.002721363,0.007566362,0.0054628295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041948393,0.0006662312,0.0024339792,0.0022808579,0.0013837214,0.023870196,0.00018513043,0.00017025207,0.0048976704,0.0004389494,0.95000505,0.013248474],"study_design_scores_gemma":[0.0006591173,0.00023318977,0.004366498,0.009946808,0.0016645744,0.010526662,0.00025848884,0.000087553184,0.0018601912,0.0011359032,0.9662175,0.0030434907],"about_ca_topic_score_codex":0.0014537526,"about_ca_topic_score_gemma":0.00025285798,"teacher_disagreement_score":0.3319431,"about_ca_system_score_codex":0.0032215035,"about_ca_system_score_gemma":0.0075297332,"threshold_uncertainty_score":0.99990803},"labels":[],"label_agreement":null},{"id":"W6989529917","doi":"","title":"Banner from Terra Nova High School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Banner; Metis; White (mutation)","score_opus":0.01393758166423413,"score_gpt":0.24298596440944958,"score_spread":0.22904838274521544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989529917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026363338,0.007358759,0.0011961361,0.0003284486,0.005385099,0.0018778554,0.00506286,0.011550053,0.9669772],"genre_scores_gemma":[0.03305692,0.00022662203,0.018878052,0.0006379668,0.009960303,0.0003392184,0.0028631133,0.014110164,0.91992766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99294305,0.00024865996,0.0010635313,0.002077522,0.0014826013,0.0021846516],"domain_scores_gemma":[0.9928744,0.00016764885,0.0012515442,0.0046194913,0.00010730215,0.0009796041],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006109612,0.0021171197,0.00191634,0.0021488487,0.00016528276,0.00029655077,0.0026869809,0.004349804,0.4188639],"category_scores_gemma":[0.00026631847,0.0020495027,0.00057173043,0.0017107755,0.00047811973,0.00036477213,0.0009061379,0.0035331857,0.32764515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007607185,0.0003036869,0.00041961108,0.000051016756,0.00061511,0.00008371379,0.000033491997,0.0000024940148,0.0019664126,0.000791415,0.9844021,0.011254873],"study_design_scores_gemma":[0.0015116814,0.000052765947,0.0018194895,0.0013971896,0.00051098433,0.000023326667,0.000026640259,0.000017968307,0.00056739774,0.0005791533,0.9909274,0.0025660095],"about_ca_topic_score_codex":0.0048468565,"about_ca_topic_score_gemma":0.0005712692,"teacher_disagreement_score":0.09121872,"about_ca_system_score_codex":0.0006491787,"about_ca_system_score_gemma":0.0002264425,"threshold_uncertainty_score":0.999157},"labels":[],"label_agreement":null},{"id":"W6989551672","doi":"","title":"Banner from Ryerson University","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.008185193760732965,"score_gpt":0.19622103889974998,"score_spread":0.18803584513901703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989551672","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018851132,0.0036092836,0.0011086675,0.00013067172,0.0016386239,0.00086788094,0.0037086776,0.007476987,0.9812707],"genre_scores_gemma":[0.0059811673,0.00027691625,0.006287998,0.000103482824,0.0021410363,0.000010990756,0.0010688375,0.0047463956,0.9793832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608415,0.00023097201,0.00034664304,0.0012796948,0.00078810344,0.0012704624],"domain_scores_gemma":[0.99629605,0.00012802583,0.00070626114,0.0023254808,0.000056339068,0.00048786652],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033667218,0.0011467128,0.0010688817,0.0014540041,0.00016760724,0.00007871779,0.0017205853,0.0027556708,0.072056316],"category_scores_gemma":[0.00005606738,0.0012543786,0.00042356027,0.0013198045,0.00038518241,0.00023697715,0.0005732734,0.0017885619,0.09344503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007586532,0.00017305714,0.00048820593,0.000028965998,0.0003701404,0.00012140084,0.000077383826,0.0000014245315,0.0004967098,0.001710777,0.99084514,0.0056109023],"study_design_scores_gemma":[0.00095044606,0.000028387034,0.00055723375,0.00059548137,0.00044300986,0.000007824853,0.00011659906,0.000029559604,0.00017094688,0.00015826136,0.9954442,0.0014980965],"about_ca_topic_score_codex":0.0037323001,"about_ca_topic_score_gemma":0.0009722708,"teacher_disagreement_score":0.021388719,"about_ca_system_score_codex":0.00060336816,"about_ca_system_score_gemma":0.00012005236,"threshold_uncertainty_score":0.9989906},"labels":[],"label_agreement":null},{"id":"W6989673208","doi":"","title":"Card from Students' Society of McGill University","year":2008,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics)","score_opus":0.010797888397068089,"score_gpt":0.22678814991020432,"score_spread":0.21599026151313624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989673208","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044337194,0.0040204218,0.0012265051,0.0001696019,0.0014571147,0.0028895712,0.070796534,0.009127679,0.90587884],"genre_scores_gemma":[0.0073138536,0.0051416606,0.01631998,0.00013049772,0.0005744375,0.000011989366,0.0008817297,0.0041443054,0.9654815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574065,0.00017830462,0.00051792414,0.0013029107,0.00150512,0.00075506984],"domain_scores_gemma":[0.99630165,0.00013071984,0.0010519797,0.0021432692,0.00012280195,0.00024960717],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027138964,0.00097112963,0.0014622427,0.0006513144,0.00020196293,0.000016101885,0.002528613,0.0022069768,0.0037627104],"category_scores_gemma":[0.00003060656,0.0011082684,0.00096821267,0.0014063747,0.0005589686,0.00010902049,0.0010560199,0.0014026376,0.0043132585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006355227,0.00032054976,0.0012467252,0.00006050059,0.0012264333,0.00009525965,0.0001172022,0.000009209092,0.00073475094,0.000088896784,0.99484086,0.0011960572],"study_design_scores_gemma":[0.001597185,0.00005580877,0.0007480268,0.0007181483,0.00038889257,0.000008034843,0.00021065348,0.000017861523,0.00047649088,0.000057502824,0.9946776,0.0010437799],"about_ca_topic_score_codex":0.0064990437,"about_ca_topic_score_gemma":0.0005772764,"teacher_disagreement_score":0.06991481,"about_ca_system_score_codex":0.0008810378,"about_ca_system_score_gemma":0.00013880104,"threshold_uncertainty_score":0.99913675},"labels":[],"label_agreement":null},{"id":"W6990111934","doi":"","title":"Creating Global Citizens: Exploring Internationalization at HBCUs","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Internationalization; Historically black colleges and universities; Higher education; Internationalization of Higher Education; Process (computing); Dissemination","score_opus":0.04203670527646914,"score_gpt":0.31720607427652936,"score_spread":0.2751693690000602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990111934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65122914,0.00024692924,0.008755423,0.0025856923,0.0014561245,0.00025058407,0.000011127836,0.0006095237,0.33485544],"genre_scores_gemma":[0.9942582,0.00047863234,0.00067998475,0.00017767766,0.0012239555,0.000042621083,0.00002980299,0.000020307027,0.0030887988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981102,0.00012487653,0.0002939429,0.00032864153,0.00077356613,0.00036879012],"domain_scores_gemma":[0.9991864,0.00019607019,0.00015964905,0.00016839095,0.00018817917,0.00010128838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007901387,0.00016579486,0.00016941056,0.00009887972,0.0007944791,0.00015705581,0.0004886963,0.0001580837,0.00069544],"category_scores_gemma":[0.0005679612,0.00017358719,0.00010413479,0.0003334305,0.000120907054,0.00033737934,0.00019262383,0.0001386247,0.00031018726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006870419,0.00009477107,0.020744016,0.000016769147,0.00008843961,0.000009223899,0.02331241,0.00029329324,0.00023073333,0.90386426,0.002907286,0.048370093],"study_design_scores_gemma":[0.0019817806,0.00016445394,0.018115858,0.00048733046,0.00007210402,0.000010657311,0.027146503,0.0024023813,0.001378071,0.072314955,0.87463605,0.0012898231],"about_ca_topic_score_codex":0.0010133294,"about_ca_topic_score_gemma":0.0018811312,"teacher_disagreement_score":0.8717288,"about_ca_system_score_codex":0.00068122265,"about_ca_system_score_gemma":0.00003143936,"threshold_uncertainty_score":0.761458},"labels":[],"label_agreement":null},{"id":"W6990955825","doi":"","title":"Evaluation of landscape level habitat characteristics of golden eagle habitat in Northwestern Mexico","year":2012,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Range (aeronautics); Electrocution; Habitat; Netting","score_opus":0.025490623527983456,"score_gpt":0.2757115883806677,"score_spread":0.25022096485268425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990955825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944432,0.00022224098,0.000038877148,0.00002496361,0.0006230099,0.0007875624,0.00015709101,0.000039274782,0.003663787],"genre_scores_gemma":[0.9969223,0.0000358057,0.0004579576,0.000015120604,0.000046284433,0.00014398716,0.0008313179,0.00006163297,0.0014855843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970004,0.00018915028,0.0009101139,0.00047697904,0.0009868025,0.0004365351],"domain_scores_gemma":[0.99823225,0.000109310684,0.00089040154,0.0005693813,0.00010729709,0.00009136485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015182565,0.0003869519,0.00068350387,0.00021646153,0.000060973598,0.000010952665,0.00052530307,0.0009440541,0.0027864112],"category_scores_gemma":[0.00013950009,0.00038919717,0.0001569433,0.00048795584,0.00018251053,0.0002612443,0.000118698896,0.0006005798,0.00036124175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073210496,0.00040921406,0.94946015,0.000060348197,0.000027240283,0.000004253122,0.00065497746,0.00004000458,0.004270528,0.0000056006593,0.0002480026,0.04474647],"study_design_scores_gemma":[0.0006360724,0.000116160096,0.99463636,0.000220762,0.000416911,0.000004207909,0.00031730888,0.00009596552,0.0028961306,0.00013272637,0.00016646633,0.0003609145],"about_ca_topic_score_codex":0.00013266997,"about_ca_topic_score_gemma":0.01693143,"teacher_disagreement_score":0.045176223,"about_ca_system_score_codex":0.00027518254,"about_ca_system_score_gemma":0.000096478965,"threshold_uncertainty_score":0.999856},"labels":[],"label_agreement":null},{"id":"W6991202389","doi":"","title":"A First Principles Approach to Product Development in Entrepreneurship","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics; National Science Foundation","keywords":"New product development; Grounded theory; Process (computing); Product (mathematics); Bridge (graph theory); Stakeholder; Entrepreneurship; Purchasing","score_opus":0.03799096053176426,"score_gpt":0.23664727973393276,"score_spread":0.1986563192021685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991202389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7787725,0.00041678883,0.0006200841,0.002173827,0.005137566,0.0046689417,0.000008878528,0.0027810202,0.20542045],"genre_scores_gemma":[0.96423316,0.00007358805,0.0032311436,0.0005830422,0.002487872,0.0018672361,0.0046729823,0.0004220924,0.022428855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670196,0.000008147357,0.0009091253,0.0011199433,0.000578054,0.0006827542],"domain_scores_gemma":[0.998452,0.000028961333,0.0005094974,0.00066069356,0.00032721087,0.000021641948],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006044482,0.00062273093,0.0005623687,0.0018214355,0.00026692162,0.0006456481,0.0007629689,0.00044831936,0.00009218241],"category_scores_gemma":[0.00031316502,0.000628011,0.00009244325,0.004549734,0.000023975292,0.0006280269,0.00024076458,0.0006578251,0.0008713823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021812066,0.004310292,0.05862931,0.03308781,0.00066858315,0.00027596045,0.006279484,0.047173228,0.0017969891,0.34530368,0.12053028,0.3797632],"study_design_scores_gemma":[0.0007288798,0.000012912487,0.28469497,0.002327026,0.00007486223,0.0000027513759,0.0017107866,0.0022856046,0.0004332116,0.0019106957,0.70387894,0.0019393457],"about_ca_topic_score_codex":0.0004854656,"about_ca_topic_score_gemma":0.0026120837,"teacher_disagreement_score":0.5833487,"about_ca_system_score_codex":0.00016994894,"about_ca_system_score_gemma":0.00014498332,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W6991541015","doi":"","title":"Household Water Quality - Halifax County 2012-2017","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Quality (philosophy); West virginia; Water supply","score_opus":0.047672208075374936,"score_gpt":0.26339581370154797,"score_spread":0.21572360562617304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991541015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8708455,0.000089464476,0.018993443,0.033603817,0.00056293583,0.00090203655,0.0002907464,0.0017435084,0.07296857],"genre_scores_gemma":[0.9903802,0.000016690936,0.0007061063,0.005997356,0.00012460085,0.00002875727,0.000060599825,0.000040337847,0.0026453203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742323,0.00019700763,0.00051251624,0.0006666796,0.0006388985,0.0005616564],"domain_scores_gemma":[0.99885947,0.00005981077,0.00011653339,0.00060605595,0.000014858641,0.00034329577],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091908156,0.0003010528,0.0003343533,0.000033963846,0.0002419334,0.00011044668,0.0006620866,0.00026160406,0.0056394306],"category_scores_gemma":[0.00008423007,0.0002277384,0.00014343756,0.00027101094,0.0002854606,0.0005198202,0.00049407856,0.00047929835,0.0049523776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004619547,0.0007749203,0.06845947,0.00018547868,0.000113698945,0.00017587426,0.0049200864,0.0011865351,0.16009629,0.0066229133,0.71568143,0.04132136],"study_design_scores_gemma":[0.0010561763,0.00013376375,0.07163278,0.000020447254,0.000031329757,0.000008993346,0.00012197965,0.00086140854,0.03818408,0.0016917343,0.88535863,0.00089866365],"about_ca_topic_score_codex":0.0005092146,"about_ca_topic_score_gemma":0.00007769522,"teacher_disagreement_score":0.16967723,"about_ca_system_score_codex":0.00015073748,"about_ca_system_score_gemma":0.000009259833,"threshold_uncertainty_score":0.99582237},"labels":[],"label_agreement":null},{"id":"W6992550634","doi":"","title":"Marriott Sees Gains, RevPAR Growth Is Slow","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings; Work (physics); Order (exchange)","score_opus":0.009141899302964189,"score_gpt":0.25241423722420603,"score_spread":0.24327233792124184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992550634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92337954,0.001872029,0.00031187086,0.019650906,0.0007168449,0.0010930116,0.000052519135,0.0006920668,0.0522312],"genre_scores_gemma":[0.97131664,0.00041701854,0.002331307,0.014550513,0.00036757224,0.000035685272,0.000067344125,0.00008762109,0.010826296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998059,0.000035324807,0.00037297996,0.0005405623,0.00046837347,0.0005237801],"domain_scores_gemma":[0.9985519,0.00007799572,0.00011098734,0.00093587546,0.00008277333,0.00024044841],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023461571,0.0003317297,0.00049577135,0.00019604058,0.00009956225,0.000054551085,0.00029721542,0.00025747193,0.0033037397],"category_scores_gemma":[0.00004532566,0.00028448578,0.00026059532,0.0004949302,0.00006654371,0.00017593324,0.0001984824,0.0006769728,0.0018237485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096017425,0.00075175974,0.15998314,0.00069781084,0.0004450303,0.0007952872,0.0006117117,0.0000057877783,0.033921074,0.008407795,0.76602143,0.027399024],"study_design_scores_gemma":[0.004995562,0.0012177856,0.032796204,0.0010644479,0.0003596358,0.00061094516,0.00040635408,0.0006356796,0.022307217,0.0020574606,0.93240464,0.0011440639],"about_ca_topic_score_codex":0.00018260592,"about_ca_topic_score_gemma":0.0000054972443,"teacher_disagreement_score":0.16638324,"about_ca_system_score_codex":0.00014267028,"about_ca_system_score_gemma":0.00007048079,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W6992564995","doi":"","title":"Letter from the Government of Quebec, Canada","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Public policy; Legislation","score_opus":0.005176115784433824,"score_gpt":0.17768716754377978,"score_spread":0.17251105175934595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992564995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057989784,0.0037731512,0.010794661,0.0071788514,0.0013945253,0.0012395772,0.00065404264,0.0010804554,0.9733048],"genre_scores_gemma":[0.08930142,0.000474633,0.007959583,0.0033840963,0.00058698904,0.000121802215,0.00004176519,0.00064943446,0.89748025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793833,0.000036212372,0.00026724295,0.0004050366,0.00092141196,0.00043177625],"domain_scores_gemma":[0.99837047,0.000128064,0.00033565317,0.0011006502,0.00000240799,0.00006274334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009434646,0.00037497154,0.00035424493,0.000020780551,0.000061427876,0.000013085436,0.0010687652,0.00043363156,0.018501421],"category_scores_gemma":[0.000039163584,0.00025782533,0.000084152,0.00023143673,0.00039690748,0.000055965844,0.0005255433,0.00052778673,0.00018742273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048409834,0.000024628202,0.001846683,0.000005084936,0.000031878826,0.000008140659,0.000013142269,0.000009772642,0.00049756415,0.00012313554,0.9537335,0.043701615],"study_design_scores_gemma":[0.00012156286,0.000007077978,0.0021688677,0.00010435879,0.000036280206,9.386137e-7,0.00004543103,0.0000057180127,0.0018765854,0.00036565049,0.99494755,0.00031998302],"about_ca_topic_score_codex":0.6302943,"about_ca_topic_score_gemma":0.8608365,"teacher_disagreement_score":0.23054218,"about_ca_system_score_codex":0.00049068884,"about_ca_system_score_gemma":0.000036718393,"threshold_uncertainty_score":0.9999874},"labels":[],"label_agreement":null},{"id":"W6992885148","doi":"","title":"2 Memory Books from McGill University","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Key (lock)","score_opus":0.01086575031374519,"score_gpt":0.20113805854785058,"score_spread":0.1902723082341054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992885148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006759743,0.0029815745,0.000314867,0.000103073326,0.0014579848,0.0010195035,0.016557274,0.008421268,0.9690769],"genre_scores_gemma":[0.002123119,0.00026493418,0.005536431,0.00016690372,0.0014462915,0.000014028564,0.0007489924,0.004843317,0.984856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956707,0.00026492923,0.0004362146,0.0014366847,0.0008514084,0.0013400683],"domain_scores_gemma":[0.99558175,0.00015435262,0.00084613776,0.0027923528,0.000066705725,0.0005587166],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038561804,0.00127123,0.0012239679,0.001535473,0.00026237898,0.00003555015,0.0019670797,0.0027638057,0.044136472],"category_scores_gemma":[0.000060645536,0.0014400565,0.0004750372,0.0009124049,0.00037550836,0.00022174262,0.00086459465,0.0020049945,0.06820698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007807629,0.00016492189,0.0000381926,0.000037625057,0.00043646686,0.00018142816,0.00003192476,0.0000018770958,0.0006649818,0.00092645927,0.98229283,0.015145225],"study_design_scores_gemma":[0.0010822415,0.000029750996,0.00009765214,0.00060915307,0.000517175,0.000013412404,0.00008852498,0.000010614137,0.00069745485,0.00031045737,0.99489534,0.0016482013],"about_ca_topic_score_codex":0.0045459946,"about_ca_topic_score_gemma":0.0012610999,"teacher_disagreement_score":0.024070509,"about_ca_system_score_codex":0.0010104263,"about_ca_system_score_gemma":0.000107569926,"threshold_uncertainty_score":0.99880487},"labels":[],"label_agreement":null},{"id":"W6995902464","doi":"","title":"Project 10 Image - VA Halifax - 1956-09-06","year":2019,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Image processing; Feature (linguistics); Photography; Image manipulation","score_opus":0.012517273903306883,"score_gpt":0.26901063651898294,"score_spread":0.25649336261567607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995902464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033568776,0.0029756818,0.00078952214,0.00021841869,0.0015475488,0.0054609706,0.0047175246,0.012796145,0.97146064],"genre_scores_gemma":[0.00033576606,0.00031630695,0.013411927,0.00019661344,0.0020647955,0.00064104795,0.002223102,0.0126231685,0.9681873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908249,0.00041626513,0.0012991917,0.0030244573,0.0019710488,0.0024641606],"domain_scores_gemma":[0.9916779,0.00022363546,0.0017290472,0.0057658316,0.00021442171,0.0003891549],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0011841367,0.002602579,0.002507412,0.0037995195,0.00021782026,0.0005440224,0.003408515,0.0040567545,0.028035365],"category_scores_gemma":[0.00040451027,0.0025557645,0.0009555462,0.0031448025,0.0007664174,0.0003804391,0.001144955,0.0032778992,0.3975367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011018077,0.00035192596,0.000052664203,0.00043420785,0.0005040225,0.00023522881,0.00007660213,0.0000029495784,0.002513182,0.00087535876,0.9911081,0.0037355847],"study_design_scores_gemma":[0.0018975721,0.00020438987,0.000028985436,0.0019812125,0.00042242606,0.00011016812,0.00007263291,0.00011565828,0.00055727956,0.00023461279,0.99132127,0.0030538195],"about_ca_topic_score_codex":0.0019232333,"about_ca_topic_score_gemma":0.00045820067,"teacher_disagreement_score":0.36950132,"about_ca_system_score_codex":0.00073633785,"about_ca_system_score_gemma":0.00078997784,"threshold_uncertainty_score":0.9990216},"labels":[],"label_agreement":null},{"id":"W6996121830","doi":"","title":"2017 Quarter 4 New River Mount Rogers (WDA II) Quarterly Workforce Report","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Commission; Workforce development; Workforce planning; Leverage (statistics); Mount; Diversification (marketing strategy)","score_opus":0.03143818111728001,"score_gpt":0.3005179131258035,"score_spread":0.2690797320085235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996121830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025233898,0.017831793,0.013381151,0.0023068022,0.03620346,0.015026149,0.0026586973,0.018043542,0.8693145],"genre_scores_gemma":[0.1786617,0.001895547,0.012568109,0.00052794866,0.0115890885,0.0010456658,0.007828586,0.006040753,0.7798426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9777047,0.00036118436,0.004842954,0.0055863205,0.007438389,0.004066459],"domain_scores_gemma":[0.9781916,0.00039774663,0.006480613,0.011516514,0.001802285,0.0016112],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0049523357,0.004130602,0.0048408676,0.0029283026,0.0010262087,0.0009008651,0.004372297,0.0067794085,0.0029513487],"category_scores_gemma":[0.0008022782,0.004192031,0.0026626538,0.0030705936,0.0009377266,0.0014368644,0.00091562787,0.0074290372,0.039076474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002839801,0.00038162546,0.001181813,0.00027717138,0.0011635056,0.0051571643,0.0010403367,0.00028519428,0.0005944362,0.0002804202,0.9686606,0.02069375],"study_design_scores_gemma":[0.001960925,0.0009425197,0.0019874088,0.0030004287,0.0013081294,0.0076955245,0.00032583755,0.0002288265,0.00010104998,0.0009509463,0.9765157,0.0049826903],"about_ca_topic_score_codex":0.0056696325,"about_ca_topic_score_gemma":0.00046493518,"teacher_disagreement_score":0.1534278,"about_ca_system_score_codex":0.0073691364,"about_ca_system_score_gemma":0.008513183,"threshold_uncertainty_score":0.9979601},"labels":[],"label_agreement":null},{"id":"W6996288225","doi":"","title":"Rocky Mountaineer CEO Talks COVID-19 Impact, US Expansion, Sustainability Efforts","year":2022,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"COVID-19 impact on air quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mountaineering; Sustainability; Hospitality; West virginia; Thriving","score_opus":0.011505081295193191,"score_gpt":0.31105087132124687,"score_spread":0.2995457900260537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996288225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712162,0.00011426719,0.012812515,0.009948317,0.0004207351,0.002036327,0.0002483699,0.0013999835,0.0018033093],"genre_scores_gemma":[0.98699,0.000012712692,0.000464692,0.009957246,0.000081711754,0.00046816774,0.00009559566,0.00011612969,0.0018137658],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369216,0.0005901131,0.00091352494,0.0014598052,0.0017976227,0.001546797],"domain_scores_gemma":[0.99544585,0.0005677233,0.00040428844,0.0023276804,0.0000479526,0.0012064847],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031098956,0.0007222659,0.00065776584,0.00029990595,0.0014514585,0.00014211435,0.0015416084,0.00031549664,0.035564244],"category_scores_gemma":[0.0022073695,0.00070888305,0.0004661991,0.002396265,0.00055100286,0.00058551104,0.0029061448,0.0014184781,0.0003547775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008180337,0.0015781642,0.5286361,0.00019682269,0.00010592908,0.0005737013,0.0029504772,0.23061962,0.003990443,0.00056833035,0.21148476,0.018477608],"study_design_scores_gemma":[0.0018978534,0.00067404937,0.18018351,0.000011378127,0.000072093186,0.00022944322,0.0013279275,0.0043537263,0.0006052499,0.013079732,0.7959556,0.0016094341],"about_ca_topic_score_codex":0.008077852,"about_ca_topic_score_gemma":0.00036206315,"teacher_disagreement_score":0.58447087,"about_ca_system_score_codex":0.013398759,"about_ca_system_score_gemma":0.00071774767,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W6996634839","doi":"","title":"The Spyware Industrial Complex","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Espionage; Industrial espionage; Government (linguistics); Incentive; Cybercrime; Amnesty; Service (business); Cyberwarfare","score_opus":0.028532325955035662,"score_gpt":0.2544412126359572,"score_spread":0.22590888668092154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996634839","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00537481,0.0020205702,0.7467535,0.045940712,0.010008416,0.0011724685,0.000038296454,0.007923133,0.18076809],"genre_scores_gemma":[0.9934156,0.00007802622,0.0033600936,0.00092196115,0.00042744505,0.000041931566,0.000012357456,0.000019604806,0.0017230111],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857956,0.000051743184,0.000321876,0.00027871903,0.00038937887,0.00037873103],"domain_scores_gemma":[0.9988594,0.00018855327,0.000055607263,0.00075307064,0.000053644148,0.00008974583],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005941859,0.00017088039,0.0001254238,0.00012942133,0.00046623178,0.0012721888,0.0014792184,0.00018413679,0.00011482945],"category_scores_gemma":[0.000055220895,0.000117760275,0.00010851765,0.0009937257,0.00009476925,0.0006486456,0.00040813087,0.00064057537,0.0009653626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003771403,0.000010466983,0.000014052179,0.000006702215,0.000016835134,0.000015992444,0.00045822206,0.000010260061,0.000031814787,0.56911784,0.12442729,0.30588678],"study_design_scores_gemma":[0.0001582389,0.000028337849,0.00017013842,0.000042147563,0.000004269631,0.000033136304,0.000059486072,0.04563936,0.00026904952,0.0073921555,0.946024,0.00017970144],"about_ca_topic_score_codex":0.000013981698,"about_ca_topic_score_gemma":0.000013486144,"teacher_disagreement_score":0.98804075,"about_ca_system_score_codex":0.00006562878,"about_ca_system_score_gemma":0.00011835935,"threshold_uncertainty_score":0.9998125},"labels":[],"label_agreement":null},{"id":"W6997459166","doi":"","title":"Virginia Tech Fall 2015 Commencement Guide","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virginia tech; Graduation (instrument); West virginia; George (robot); Quarter (Canadian coin)","score_opus":0.04624752957955251,"score_gpt":0.3577115128268433,"score_spread":0.3114639832472908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997459166","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14157434,0.0040289806,0.007015903,0.048592858,0.0025467754,0.0018839225,0.00007317019,0.0023285507,0.7919555],"genre_scores_gemma":[0.9756273,0.0005473448,0.0032842043,0.0028547982,0.0007073647,0.00011608307,0.00001922139,0.00006030997,0.0167834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962129,0.00026173462,0.0006091686,0.00056651834,0.0012169543,0.001132702],"domain_scores_gemma":[0.99780357,0.00022047649,0.00023203493,0.0007713255,0.0003156064,0.0006569878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022746092,0.0004105966,0.00049732043,0.00025875308,0.00086228934,0.00028443523,0.000978505,0.00036517208,0.00032074118],"category_scores_gemma":[0.0005828973,0.00038260184,0.00016506754,0.0009953678,0.00064194243,0.0005200862,0.00042965685,0.000490651,0.0013563107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009638363,0.00041374323,0.020836536,0.000021100537,0.00015679681,0.00006345013,0.029139277,0.000038729504,0.00018661594,0.016376724,0.8854268,0.04724381],"study_design_scores_gemma":[0.0008740287,0.00022502187,0.001628467,0.00008731186,0.00005605876,0.000004814116,0.016713094,0.000026364078,0.00015071494,0.004830024,0.97485954,0.0005445656],"about_ca_topic_score_codex":0.004313302,"about_ca_topic_score_gemma":0.0043909894,"teacher_disagreement_score":0.8340529,"about_ca_system_score_codex":0.00035527872,"about_ca_system_score_gemma":0.00043568673,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W6999050725","doi":"","title":"Canadian hydroelectricity imports to the U.S.; Modeling of hourly carbon emissions reduction in New England","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Greenhouse gas; Electricity; Electricity generation; New england; Renewable energy; Hydropower; Electrification","score_opus":0.004882377550367736,"score_gpt":0.18999830457064412,"score_spread":0.18511592702027638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999050725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8575996,0.0037191827,0.11032013,0.0025019892,0.0029846465,0.0010752294,0.00003270184,0.0017133097,0.020053193],"genre_scores_gemma":[0.99840426,0.000092287344,0.00071249437,0.000011815663,0.00023156885,0.00002697603,0.000019006484,0.00006836039,0.0004332492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988358,0.0000307716,0.00038025618,0.00023602517,0.00016225809,0.00035486207],"domain_scores_gemma":[0.99942565,0.000024332861,0.000022246168,0.00032038166,0.000035769775,0.00017163914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032199634,0.00019047428,0.00018965048,0.000741677,0.00004927498,0.000054200988,0.00019980337,0.00025336872,0.000017971608],"category_scores_gemma":[0.000051165047,0.0001587267,0.000048714122,0.0017912553,0.000007663572,0.00009767086,0.000015776304,0.000501186,0.00000625943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003920927,0.0000032054616,0.000041682535,0.000019923513,0.000018797376,0.00001274758,0.0006176867,0.9867315,0.0026307723,0.00025449696,0.00153392,0.008131293],"study_design_scores_gemma":[0.00009445151,0.000020250038,0.00001749846,0.00033135657,0.00001490061,0.00003591193,0.00007319395,0.9899006,0.0031281228,0.00022447573,0.00598373,0.00017553437],"about_ca_topic_score_codex":0.15972507,"about_ca_topic_score_gemma":0.12952724,"teacher_disagreement_score":0.14080462,"about_ca_system_score_codex":0.00057554344,"about_ca_system_score_gemma":0.00030419684,"threshold_uncertainty_score":0.88635665},"labels":[],"label_agreement":null},{"id":"W6999109811","doi":"","title":"Canada ignores Muskrat Falls at its peril","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Field (mathematics); Perspective (graphical); Agency (philosophy)","score_opus":0.010199691692561845,"score_gpt":0.2572948030038912,"score_spread":0.24709511131132933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999109811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292357,0.0015090735,0.000033413413,0.0050017447,0.0009513924,0.0010104158,0.000027485894,0.0002276502,0.06200314],"genre_scores_gemma":[0.93754244,0.0003062942,0.00022761562,0.0030100453,0.000352743,0.000038305265,0.000034503704,0.000050857852,0.05843717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658513,0.000041506526,0.00036878325,0.0006581937,0.0014253187,0.0009210916],"domain_scores_gemma":[0.9979728,0.00016960112,0.00009510073,0.0009121671,0.00021761596,0.00063270837],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005479743,0.00030902884,0.00053825974,0.0002779023,0.00018255303,0.00003269226,0.00047647062,0.00023465537,0.005362669],"category_scores_gemma":[0.00036206242,0.00023575833,0.00010971174,0.0009053127,0.00018976307,0.00012394114,0.00024776126,0.000643617,0.0007884403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010993426,0.00043400787,0.13320795,0.00079441094,0.00026194623,0.0019298336,0.0013594968,0.00007072455,0.2533705,0.0030641216,0.5411149,0.06329273],"study_design_scores_gemma":[0.0031487432,0.00064952264,0.043550704,0.00052931794,0.00007413467,0.0003691653,0.0010488867,0.0010280721,0.030325511,0.0000504615,0.91869724,0.00052824646],"about_ca_topic_score_codex":0.067234494,"about_ca_topic_score_gemma":0.11470049,"teacher_disagreement_score":0.37758228,"about_ca_system_score_codex":0.0005854449,"about_ca_system_score_gemma":0.0014523062,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W6999261115","doi":"","title":"Card and letter from Concordia University Portland","year":2008,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics)","score_opus":0.007052069680146824,"score_gpt":0.18907809175069934,"score_spread":0.18202602207055252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999261115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051419768,0.0037505648,0.0005259013,0.00054162747,0.00094262196,0.001130475,0.0048867655,0.004496182,0.9785839],"genre_scores_gemma":[0.019754203,0.002133804,0.0031524848,0.0006514251,0.001821558,0.00001121981,0.0012006657,0.0036108964,0.96766376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690205,0.0001519823,0.0003281015,0.0013173389,0.0005661339,0.00073440425],"domain_scores_gemma":[0.99754655,0.00011960568,0.0005225982,0.0014342524,0.000047198482,0.000329819],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001483446,0.0009279178,0.0011318619,0.0009509074,0.00017214406,0.00006868965,0.0007617504,0.0017669074,0.0048730187],"category_scores_gemma":[0.00003427643,0.0010121565,0.00023826829,0.0006511941,0.000716605,0.0001246268,0.00045979494,0.0013270134,0.004141817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072468014,0.00004125912,0.005316904,0.000021068752,0.00034393725,0.0012074746,0.0000625704,7.7804475e-7,0.0002606779,0.000073880976,0.9906649,0.0019340956],"study_design_scores_gemma":[0.0014401167,0.000037999358,0.0028874148,0.0003123617,0.00026774177,0.00006180865,0.000039616858,0.000013207996,0.000057148165,0.00005652387,0.9936505,0.001175568],"about_ca_topic_score_codex":0.0067461915,"about_ca_topic_score_gemma":0.0024063326,"teacher_disagreement_score":0.014612226,"about_ca_system_score_codex":0.00024588805,"about_ca_system_score_gemma":0.00013417078,"threshold_uncertainty_score":0.999868},"labels":[],"label_agreement":null},{"id":"W7000375078","doi":"","title":"Ensuring Roadway and Utility Financial Sustainability Through Right-of-Way Capital Planning & Optimization","year":2015,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; Sustainability; Quality (philosophy); Capital (architecture); Capital expenditure; Selection (genetic algorithm); Financial plan","score_opus":0.01784311489835315,"score_gpt":0.2761092301716874,"score_spread":0.25826611527333426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000375078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024370879,0.01795429,0.124871545,0.00020383733,0.0025102177,0.007938889,0.004160291,0.008666402,0.80932367],"genre_scores_gemma":[0.5697558,0.0003969933,0.113452405,0.00008770192,0.0023552557,0.0005131664,0.0034880762,0.007485075,0.3024655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99446577,0.00038433055,0.0011578863,0.0017284332,0.0010773665,0.0011861905],"domain_scores_gemma":[0.99558115,0.00018125575,0.0013073173,0.002013326,0.0006023465,0.00031462958],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017360869,0.0012502407,0.0016667972,0.0008556984,0.00024332297,0.00012516425,0.0008126895,0.002311051,0.0018179661],"category_scores_gemma":[0.0018206916,0.0012701285,0.00024733064,0.0013891786,0.0009879883,0.00040813157,0.00068853435,0.0015903906,0.00019341754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078098994,0.00090102426,0.004340907,0.0019863334,0.0004094099,0.00017952867,0.0042951517,0.013103444,0.0001381873,0.0020543374,0.96608466,0.0057260473],"study_design_scores_gemma":[0.0021892237,0.00017521024,0.0009967624,0.0015721496,0.00033634316,0.00006209417,0.0003810925,0.001999742,0.00028638795,0.007248493,0.9824337,0.0023187958],"about_ca_topic_score_codex":0.0008894907,"about_ca_topic_score_gemma":0.0003542526,"teacher_disagreement_score":0.54538494,"about_ca_system_score_codex":0.0007306001,"about_ca_system_score_gemma":0.000760877,"threshold_uncertainty_score":0.9990945},"labels":[],"label_agreement":null},{"id":"W7000974953","doi":"","title":"Improving Education Outcomes for African American Youth: Issues for Consideration and Discussion","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of North Carolina at Charlotte; York University; Office of Diversity and Inclusion; Ohio State University; Clemson University","keywords":"African american; Poverty; American education; Quality (philosophy); State (computer science); Curriculum; Higher education; Pipeline (software)","score_opus":0.014765076794246917,"score_gpt":0.3193335108422562,"score_spread":0.30456843404800926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000974953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48015893,0.00049945095,0.26920852,0.22398965,0.0047698654,0.0077833156,0.00009536109,0.0015216628,0.011973243],"genre_scores_gemma":[0.9520874,0.000038258146,0.043582693,0.0007655033,0.00041026063,0.00023876077,0.000047327732,0.000024262863,0.0028055494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887764,0.00007424645,0.00024907233,0.0003209276,0.0001865114,0.0002915749],"domain_scores_gemma":[0.99903196,0.000294682,0.00019975913,0.000180594,0.00015154811,0.00014145063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075868657,0.0001438384,0.00021140678,0.00014224534,0.0007906566,0.00022836371,0.00013290197,0.00009494961,0.000017304736],"category_scores_gemma":[0.0012762576,0.00010957965,0.00006139971,0.00021468077,0.0001944784,0.00020656142,0.00002858971,0.00008604199,0.0000049058776],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025796204,0.00012595137,0.014080129,0.000028484774,0.00002036959,2.2759338e-8,0.04417956,0.0000026994558,0.00016474802,0.049548443,0.0070110033,0.8848128],"study_design_scores_gemma":[0.00129038,0.00040636017,0.07153444,0.00016140449,0.00012418463,0.0000010994119,0.1585865,0.00051732315,0.00087729876,0.039884083,0.7254965,0.0011204676],"about_ca_topic_score_codex":0.0011319671,"about_ca_topic_score_gemma":0.0008245896,"teacher_disagreement_score":0.8836923,"about_ca_system_score_codex":0.00009200935,"about_ca_system_score_gemma":0.00040845026,"threshold_uncertainty_score":0.60811716},"labels":[],"label_agreement":null},{"id":"W7001061494","doi":"","title":"IIHCC Newsletter, March 2021","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.012940695704989296,"score_gpt":0.2624381617382678,"score_spread":0.2494974660332785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001061494","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000396735,0.016180959,0.0015350687,0.0018188228,0.0024755101,0.0015871882,0.00092626485,0.0037555892,0.97168094],"genre_scores_gemma":[0.00033471535,0.0013111652,0.012836161,0.0009252436,0.0043535302,0.00040942873,0.0015442577,0.009277768,0.96900773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99233407,0.00042383754,0.001009263,0.002570801,0.0016677184,0.0019942878],"domain_scores_gemma":[0.9936833,0.00019352173,0.00086966704,0.0045926054,0.00014911487,0.0005117982],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00072890386,0.0018204394,0.0019162457,0.0022523815,0.00019589854,0.0003789957,0.0023567516,0.0032319347,0.21526194],"category_scores_gemma":[0.00026531113,0.001966929,0.0007856429,0.0033673707,0.00050517055,0.0001084576,0.0013202633,0.0034999468,0.050150663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033390348,0.00025127357,0.0000838753,0.00020131601,0.00045120774,0.0010240296,0.000026078676,0.0000048503853,0.004861636,0.00064513925,0.97321063,0.019206578],"study_design_scores_gemma":[0.0011207765,0.00005774572,0.000098234275,0.0024258012,0.00021654787,0.0001373494,0.000044044395,0.0000442327,0.00045138592,0.00026384246,0.9929952,0.0021448475],"about_ca_topic_score_codex":0.00065713294,"about_ca_topic_score_gemma":0.0006314365,"teacher_disagreement_score":0.16511127,"about_ca_system_score_codex":0.000507654,"about_ca_system_score_gemma":0.0004103948,"threshold_uncertainty_score":0.9994541},"labels":[],"label_agreement":null},{"id":"W7001486536","doi":"","title":"La experiencia Venezolana en esquemas de pagos por servicios ambientales: Informe para el proyecto CI-CIFOR sobre la factibilidad de PSA en el Corredor Norandino","year":2016,"lang":"es","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Quarter (Canadian coin); Research methodology","score_opus":0.014397690205338022,"score_gpt":0.3197534080737267,"score_spread":0.30535571786838867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001486536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90504426,0.0029489114,0.0063136267,0.00041008543,0.0025997506,0.014300331,0.013014157,0.007580511,0.04778839],"genre_scores_gemma":[0.97067803,0.007273508,0.0032551563,0.0003673358,0.0024418898,0.005129865,0.002322701,0.0031904958,0.005341045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97686934,0.0026241245,0.004999107,0.004602944,0.0046669934,0.0062374836],"domain_scores_gemma":[0.98156,0.0037575765,0.0050417846,0.0060721003,0.0012243676,0.0023441555],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009112996,0.005335754,0.0052129882,0.0034680697,0.0012816363,0.0015452654,0.0056605185,0.010763215,0.0010660467],"category_scores_gemma":[0.0039626313,0.0048197345,0.0025014621,0.0034907744,0.0019052154,0.00202512,0.0025662906,0.007836823,0.0074256235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.012202709,0.009940069,0.25566506,0.018708494,0.010862124,0.023841517,0.07271121,0.0006727183,0.24528491,0.0017624,0.07445507,0.2738937],"study_design_scores_gemma":[0.008648841,0.0013271609,0.041663866,0.018105758,0.002912163,0.0147291105,0.011840272,0.00093389984,0.028785126,0.0010371417,0.8601882,0.009828499],"about_ca_topic_score_codex":0.00206312,"about_ca_topic_score_gemma":0.00061767723,"teacher_disagreement_score":0.7857331,"about_ca_system_score_codex":0.012238988,"about_ca_system_score_gemma":0.01003715,"threshold_uncertainty_score":0.9998471},"labels":[],"label_agreement":null},{"id":"W7001569300","doi":"","title":"A Layered Ceiling: A Center for Ballroom Dance","year":2015,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dance; Ballroom; Ceiling (cloud); Center (category theory); Cover (algebra); Lantern","score_opus":0.03482648689307038,"score_gpt":0.35287889590136634,"score_spread":0.31805240900829596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001569300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22556783,0.0075587286,0.0042012683,0.0012323383,0.024429914,0.005593836,0.0044078995,0.0023392022,0.724669],"genre_scores_gemma":[0.6947201,0.00020624058,0.005184426,0.0010853295,0.0017158221,0.0006926871,0.008845507,0.00044493593,0.28710496],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713445,0.00006975187,0.0005145933,0.0009439132,0.00046069952,0.0008766086],"domain_scores_gemma":[0.9977295,0.00013344937,0.0005026622,0.0010395068,0.00031905476,0.00027584517],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004482299,0.0006166083,0.00074239535,0.0003773586,0.00022127754,0.00013203852,0.0011033535,0.0013923612,0.0011768102],"category_scores_gemma":[0.00020355891,0.0006681669,0.00038596673,0.00042338355,0.0000762242,0.00022246692,0.00007669267,0.0009295182,0.0011045742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037387179,0.0010769241,0.0006734815,0.00039541163,0.0007216231,0.000090713605,0.0055310293,0.000014283543,0.00062016735,0.0064474163,0.89556247,0.085127786],"study_design_scores_gemma":[0.004331763,0.0006001766,0.0037465116,0.0007333812,0.0002256986,0.00002459546,0.003657129,0.00005857835,0.0003940454,0.0047637713,0.98017937,0.0012849659],"about_ca_topic_score_codex":0.00008439105,"about_ca_topic_score_gemma":0.00017458825,"teacher_disagreement_score":0.46915224,"about_ca_system_score_codex":0.00017547498,"about_ca_system_score_gemma":0.00017769978,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W7002114620","doi":"","title":"Memory Books from University of Toronto","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Agency (philosophy); Government (linguistics); Exposition (narrative)","score_opus":0.013054352738445917,"score_gpt":0.23998234063577348,"score_spread":0.22692798789732757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002114620","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020299112,0.007181478,0.026494944,0.00021374597,0.0008799897,0.00037832727,0.00019701407,0.0009374891,0.9636967],"genre_scores_gemma":[0.005295504,0.0014327983,0.02609136,0.00003403459,0.00040467788,0.0000053225544,0.000026465752,0.00022507003,0.9664848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979022,0.000087983586,0.0002029506,0.00065902766,0.000611499,0.00053634617],"domain_scores_gemma":[0.9977221,0.00008877247,0.00029335663,0.0016475787,0.00006874166,0.00017948545],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022219277,0.00037996643,0.0006036396,0.00017428686,0.000116898926,0.000048910555,0.003001552,0.00045690974,0.008378764],"category_scores_gemma":[0.000021065067,0.0003892724,0.00022065571,0.00016600275,0.00031321743,0.00035013322,0.0038408143,0.000409509,0.0007341929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014558897,0.000108406755,0.000082287246,0.000044472636,0.00030173192,0.00007514457,0.0007199409,6.655234e-7,0.00008233421,0.0024868448,0.95076466,0.04531896],"study_design_scores_gemma":[0.0003622204,0.00007377297,0.0004758636,0.00042017412,0.000048214515,0.0000024945211,0.0003021353,0.00010718043,0.00012614539,0.0004753037,0.997145,0.00046151673],"about_ca_topic_score_codex":0.007740778,"about_ca_topic_score_gemma":0.0026380115,"teacher_disagreement_score":0.046380326,"about_ca_system_score_codex":0.0002412524,"about_ca_system_score_gemma":0.00008754188,"threshold_uncertainty_score":0.99985594},"labels":[],"label_agreement":null},{"id":"W7002365405","doi":"","title":"Memory Book from Southern Alberta Institute of Technology","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Presentation (obstetrics); Exposition (narrative)","score_opus":0.0061483658992771435,"score_gpt":0.21061141236479142,"score_spread":0.20446304646551428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002365405","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043096537,0.01693122,0.24469593,0.0015338052,0.002263245,0.000813718,0.00047050833,0.002820636,0.73042786],"genre_scores_gemma":[0.0020665114,0.0004047936,0.08984142,0.00047660497,0.0006610398,0.00010484676,0.00029487198,0.0007083585,0.9054416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966732,0.00006265518,0.00070806243,0.0011894715,0.00061637536,0.0007502238],"domain_scores_gemma":[0.9938997,0.00008772567,0.0009795529,0.0047804145,0.00006650135,0.00018610453],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026418082,0.00072020973,0.0011689459,0.0018957386,0.00007264828,0.00008884474,0.005523505,0.0016430445,0.0038007705],"category_scores_gemma":[0.00011100534,0.0006718214,0.00029573517,0.0017743804,0.00048394827,0.0004767293,0.0018045113,0.00093454384,0.0038022439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012362557,0.00027109217,0.0002208467,0.000078623,0.0008945817,0.000053459098,0.0003165852,0.000010979126,0.00047002675,0.018097278,0.8274922,0.15208201],"study_design_scores_gemma":[0.00034292915,0.000029265637,0.000012862432,0.00043836882,0.00017734147,0.000011299956,0.000033568584,0.00024838417,0.0009354576,0.0013384037,0.9957282,0.0007039289],"about_ca_topic_score_codex":0.0046741585,"about_ca_topic_score_gemma":0.0017204408,"teacher_disagreement_score":0.1750137,"about_ca_system_score_codex":0.00007954797,"about_ca_system_score_gemma":0.00015936214,"threshold_uncertainty_score":0.99985707},"labels":[],"label_agreement":null},{"id":"W7002389129","doi":"","title":"Narrative Report of Home Demonstration Work Halifax County 1930","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Genetics and Physical Performance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Narrative; Period (music); Subject (documents)","score_opus":0.006335218532964701,"score_gpt":0.24092714023404474,"score_spread":0.23459192170108004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002389129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98426217,0.002168764,0.008547762,0.00032565885,0.0005199887,0.00022517654,0.00004317412,0.000068856134,0.003838429],"genre_scores_gemma":[0.9966851,0.00022554639,0.001330251,0.000052118237,0.0003194943,0.000028485225,0.0002079274,0.00003217037,0.0011188943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988083,0.000024475808,0.0003379962,0.00040542832,0.0002019984,0.00022176672],"domain_scores_gemma":[0.9992665,0.000016906268,0.00009866973,0.00045643418,0.00009490375,0.00006655677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226555,0.00018794977,0.00018384987,0.000059730955,0.00007199078,0.00004444849,0.0001928471,0.0002426436,0.00003882888],"category_scores_gemma":[0.000030224393,0.00017129062,0.0001252958,0.0003740038,0.00013710033,0.0000071682884,0.000081957,0.00021388324,0.0000190296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018904908,0.00022495318,0.003989525,0.00021222676,0.00029180312,0.00012531414,0.00068383495,0.0011013796,0.9082539,0.0024054481,0.04809103,0.03443152],"study_design_scores_gemma":[0.00054359453,0.00078120513,0.009427116,0.00048280382,0.000109353205,0.00021343438,0.0003055731,0.0018913615,0.611132,0.0038246121,0.370251,0.0010379293],"about_ca_topic_score_codex":0.00001554193,"about_ca_topic_score_gemma":0.000013127471,"teacher_disagreement_score":0.32215998,"about_ca_system_score_codex":0.00001545157,"about_ca_system_score_gemma":0.00010263571,"threshold_uncertainty_score":0.6985029},"labels":[],"label_agreement":null},{"id":"W7002682893","doi":"","title":"North Carolina's leaky educational pipeline & pathways to 60% postsecondary attainment","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Molecular Sensors and Ion Detection","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"North Carolina State University","keywords":"Quarter (Canadian coin); Pipeline (software); Health care; Educational attainment; Order (exchange); Service (business)","score_opus":0.007966392953622538,"score_gpt":0.22137703738412517,"score_spread":0.21341064443050264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002682893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770001,0.00020555018,0.0015629008,0.0015349302,0.0005537687,0.00033089603,0.00010161583,0.00031066732,0.018399568],"genre_scores_gemma":[0.97757894,0.000035390243,0.0021955525,0.0008324727,0.0005036223,0.000078193116,0.0002910001,0.00009100005,0.018393824],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977322,0.000029665167,0.0004870592,0.0007305023,0.0005033433,0.0005171878],"domain_scores_gemma":[0.9983078,0.000076052565,0.00016455913,0.0010395843,0.00014071967,0.00027125212],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001787489,0.0003704758,0.0003348954,0.0002072523,0.00015915927,0.00006939423,0.0004243432,0.00034635598,0.009556251],"category_scores_gemma":[0.000095718686,0.00038291834,0.00019826218,0.00042216122,0.000039604074,0.000106821804,0.0001894696,0.00066867744,0.0031361054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052132056,0.001005323,0.03800294,0.00046167875,0.00020231279,0.00006682247,0.0012015692,0.0034782377,0.7654235,0.0014515446,0.08611322,0.10207152],"study_design_scores_gemma":[0.0012136268,0.00015059418,0.013751775,0.0001920846,0.00005415509,0.00012300455,0.0001739387,0.0009131937,0.079688676,0.0005392264,0.90202546,0.0011742858],"about_ca_topic_score_codex":0.000055078457,"about_ca_topic_score_gemma":0.00013402039,"teacher_disagreement_score":0.81591225,"about_ca_system_score_codex":0.00024727936,"about_ca_system_score_gemma":0.00013167394,"threshold_uncertainty_score":0.99986225},"labels":[],"label_agreement":null},{"id":"W7004912430","doi":"","title":"Performance Measures for Pavement Assets under Performance Based Contracts","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Warranty; Performance measurement; Christian ministry; Performance indicator; Agency (philosophy); Key (lock); Set (abstract data type)","score_opus":0.034709488958397754,"score_gpt":0.2735752181204233,"score_spread":0.23886572916202553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004912430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966267,0.0007867871,0.028275333,0.0009587195,0.0005192102,0.00071148836,0.000021872653,0.000079526566,0.0023800961],"genre_scores_gemma":[0.99411786,0.00016080406,0.0029978962,0.00075937854,0.0003897527,0.0001411402,0.00013191576,0.000038784696,0.0012624696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99840444,0.000059445185,0.0002981735,0.0005383633,0.00023094952,0.00046862647],"domain_scores_gemma":[0.99870205,0.00003609341,0.00015122317,0.0006615607,0.00028127639,0.00016779416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000899869,0.00027903364,0.00025081512,0.00008198638,0.00015457171,0.00003725707,0.00032448838,0.00033036835,0.000025369538],"category_scores_gemma":[0.000397441,0.00023519248,0.00009790962,0.0001337028,0.00019189614,0.000017927932,0.00006845659,0.0001678505,0.000036735568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023599148,0.00066694734,0.051550183,0.00011041776,0.0004098487,0.000003376465,0.000100206766,0.0050840094,0.79767424,0.00059048645,0.053694054,0.08775634],"study_design_scores_gemma":[0.002455345,0.0020212375,0.035577647,0.000057718047,0.000049900522,0.000016580896,0.00009554946,0.0021390244,0.60804623,0.00014401601,0.34882993,0.0005668061],"about_ca_topic_score_codex":0.0000043144532,"about_ca_topic_score_gemma":0.000006586558,"teacher_disagreement_score":0.29513586,"about_ca_system_score_codex":0.00006109344,"about_ca_system_score_gemma":0.00022455365,"threshold_uncertainty_score":0.9590871},"labels":[],"label_agreement":null},{"id":"W7005188920","doi":"","title":"Project 10 Image - VA Halifax - Unknown","year":2019,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Image processing; Feature (linguistics); Image manipulation; Noise (video); Key (lock)","score_opus":0.02857925899589167,"score_gpt":0.31506735556980076,"score_spread":0.28648809657390906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005188920","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014288537,0.0045777024,0.00010630614,0.0015002949,0.00085151073,0.002242226,0.0005225086,0.0017582377,0.98829836],"genre_scores_gemma":[0.001057079,0.0031859612,0.0029044643,0.0016654978,0.0013620111,0.00015414765,0.00045938764,0.00041239552,0.98879904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727297,0.00008723931,0.0004422531,0.0009660016,0.000432749,0.00079879863],"domain_scores_gemma":[0.9985749,0.00016292997,0.00030892988,0.0006737114,0.00006499023,0.00021455152],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002517018,0.0007540022,0.001327411,0.0002718725,0.00009735208,0.000038542854,0.00051955297,0.0017620595,0.029241612],"category_scores_gemma":[0.00017295926,0.00047779814,0.0003763018,0.0004725632,0.00034599612,0.000030135927,0.00042844776,0.001433712,0.008840451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025054486,0.00030569162,0.00011963433,0.000295165,0.00033974487,0.00024990496,0.000007067197,7.8327446e-8,0.0009915011,0.00019444452,0.9839209,0.013325346],"study_design_scores_gemma":[0.0014388696,0.00066163915,0.0002570434,0.00064246595,0.00027721544,0.000053134314,0.000013002932,0.000012452948,0.0001918328,0.00008918257,0.99573606,0.00062710507],"about_ca_topic_score_codex":0.00023983556,"about_ca_topic_score_gemma":0.000026185964,"teacher_disagreement_score":0.020401163,"about_ca_system_score_codex":0.000092055816,"about_ca_system_score_gemma":0.0000865184,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W7005598097","doi":"","title":"Resistance Factor for Cold-Formed Steel Compression Members","year":2010,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Buckling; Compression (physics); Limit state design; Resistance Factors; Column (typography); Moment (physics); Limit (mathematics); Strength reduction; Reduction (mathematics)","score_opus":0.0306080739010875,"score_gpt":0.3269271976939075,"score_spread":0.29631912379282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005598097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852706,0.008191436,0.00030185372,0.002892631,0.0074537997,0.0098464405,0.0032732217,0.001894857,0.08087518],"genre_scores_gemma":[0.8614066,0.0020507039,0.006738067,0.0014054725,0.0011490262,0.0011370997,0.0037502218,0.00014946921,0.12221331],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997401,0.00003839965,0.00062706164,0.00080010796,0.00044632648,0.0006871237],"domain_scores_gemma":[0.9980472,0.0005350507,0.00043995073,0.00040453082,0.0002530327,0.00032026903],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021676185,0.0006217307,0.0011143537,0.00012676237,0.0004021645,0.000039243794,0.00043619453,0.0021766012,0.0018713574],"category_scores_gemma":[0.00033523995,0.00041879094,0.00040751434,0.00025830566,0.00013964917,0.000054733635,0.000078836376,0.0019443255,0.00006949762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016992595,0.0013951239,0.00090282265,0.003718464,0.0010496129,0.00017143956,0.00038498171,0.0000022053348,0.62343705,0.0017167844,0.26172513,0.0885038],"study_design_scores_gemma":[0.0027796607,0.0005615343,0.019332703,0.0010211245,0.00036138168,0.0000049995047,0.00015014887,0.000031697906,0.030939687,0.0006623342,0.94338834,0.0007663632],"about_ca_topic_score_codex":0.000012372103,"about_ca_topic_score_gemma":0.00034248884,"teacher_disagreement_score":0.6816632,"about_ca_system_score_codex":0.00010189567,"about_ca_system_score_gemma":0.00007876695,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W7005872741","doi":"","title":"The Rising Cost of Not Going to College","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Census; Debt; Student debt; Value (mathematics); Survey data collection; Job loss; Quarter (Canadian coin); Current Population Survey; Personal income","score_opus":0.01609263091798089,"score_gpt":0.2538890633707259,"score_spread":0.23779643245274504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005872741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97890383,0.0003148426,0.000057379755,0.013123269,0.0005308193,0.0005371776,0.000039932544,0.00017901271,0.006313765],"genre_scores_gemma":[0.99762374,0.000053097356,0.0003840843,0.00088368705,0.0002326036,0.000033533008,0.0000032396238,0.0000018031114,0.000784206],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875915,0.00011790856,0.00027445646,0.00026152583,0.00021946203,0.000367497],"domain_scores_gemma":[0.99811083,0.0014866783,0.00012333493,0.00010411778,0.00009302025,0.0000820168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006685929,0.00016117582,0.00023107308,0.00001872389,0.0006677895,0.000037647416,0.0005633779,0.00011679547,0.000055514152],"category_scores_gemma":[0.00026229804,0.000053874377,0.00009016654,0.00064610114,0.00015231493,0.00005645284,0.00027872296,0.0002918458,0.00009016391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021152021,0.00006204728,0.0028688067,0.000008267778,0.000060012215,0.000003539551,0.00007741295,0.000046991918,0.6379388,0.0063768225,0.044345386,0.30800042],"study_design_scores_gemma":[0.0002157766,0.0002839998,0.03551199,0.000050658415,0.000025504532,0.0000070969954,0.00016689308,0.0002849435,0.039976377,0.0012789182,0.9219194,0.00027845416],"about_ca_topic_score_codex":0.000036067617,"about_ca_topic_score_gemma":0.00032432732,"teacher_disagreement_score":0.877574,"about_ca_system_score_codex":0.000034163128,"about_ca_system_score_gemma":0.000004716232,"threshold_uncertainty_score":0.51361644},"labels":[],"label_agreement":null},{"id":"W7005996294","doi":"","title":"Soluble fiber and resistant starch components in some Indian and Canadian wheat varieties and in a wheat-soy product - Chapati","year":2004,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Starch; Wheat flour; Limiting; Liquation; Sugar","score_opus":0.02344131022076547,"score_gpt":0.20354957718687317,"score_spread":0.1801082669661077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005996294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96014476,0.015068969,4.526226e-7,0.0005127444,0.0010239575,0.00079592085,0.0005255114,0.00003419425,0.021893486],"genre_scores_gemma":[0.9580382,0.0046240627,0.00021168945,0.00008022765,0.00005840095,0.00010403663,0.00028112181,0.00006142034,0.036540832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997412,0.000016541338,0.00073671504,0.0011057779,0.00006379816,0.00066514144],"domain_scores_gemma":[0.9991325,0.000037207974,0.00024925137,0.00035018424,0.000024221443,0.00020661819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071011967,0.0003950174,0.0008431125,0.001691455,0.00025453226,0.00027054435,0.00021765447,0.00038953937,0.00041431523],"category_scores_gemma":[0.000064731634,0.00048438448,0.000044354834,0.0003669868,0.00021399761,0.00037478597,0.00011450122,0.0005408133,0.00016155692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047851764,0.0015389669,0.49552426,0.008858784,0.001657777,0.001008906,0.17297946,0.00040798105,0.0005608247,0.20942473,0.05376484,0.049488295],"study_design_scores_gemma":[0.0055240197,0.00038694436,0.67828745,0.0019110878,0.000057946367,0.000021038879,0.009110995,0.00027753718,0.00010869938,0.06324784,0.23786229,0.003204183],"about_ca_topic_score_codex":0.108013116,"about_ca_topic_score_gemma":0.28313276,"teacher_disagreement_score":0.18409745,"about_ca_system_score_codex":0.00044469564,"about_ca_system_score_gemma":0.00014799868,"threshold_uncertainty_score":0.9997608},"labels":[],"label_agreement":null},{"id":"W7006649612","doi":"","title":"Virginia Halifax County Narrative Report of Home Demonstration Work","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Narrative; Historical record; George (robot)","score_opus":0.022145635535778495,"score_gpt":0.2988028881477869,"score_spread":0.2766572526120084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006649612","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16056415,0.045855433,0.0060857567,0.002353616,0.03572809,0.013736484,0.018781088,0.018909121,0.69798625],"genre_scores_gemma":[0.93671554,0.001953299,0.006341631,0.00007187686,0.002728654,0.001174869,0.0071574072,0.0027115603,0.04114516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821094,0.00045895824,0.005352308,0.00365034,0.006542108,0.0018868452],"domain_scores_gemma":[0.9858032,0.0005792867,0.0055103814,0.0047217635,0.00279523,0.000590142],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0074426006,0.0027143778,0.003979111,0.0030309358,0.00040737377,0.0005356732,0.002004464,0.0049555367,0.0011939739],"category_scores_gemma":[0.001990871,0.0027138325,0.0016640617,0.0072122854,0.0014919582,0.00068941235,0.00088644435,0.0063404944,0.003099903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052726764,0.00094122766,0.0023102898,0.0022029078,0.0031579197,0.013584884,0.001535335,0.00027884834,0.0055825813,0.0014057199,0.9511301,0.017342936],"study_design_scores_gemma":[0.001313353,0.00038680673,0.0027340674,0.012553973,0.0028771139,0.008267359,0.0010916016,0.00013880142,0.004256129,0.0067949262,0.9545878,0.004998047],"about_ca_topic_score_codex":0.00089316233,"about_ca_topic_score_gemma":0.00043923332,"teacher_disagreement_score":0.7761514,"about_ca_system_score_codex":0.003510846,"about_ca_system_score_gemma":0.0073820506,"threshold_uncertainty_score":0.9997191},"labels":[],"label_agreement":null},{"id":"W7006907950","doi":"","title":"Wyndham’s Outlook Improves After Better-Than-Expected Third Quarter in US","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Revenue; Trend analysis; Economic forecasting","score_opus":0.006936913926392297,"score_gpt":0.19116183757530844,"score_spread":0.18422492364891616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006907950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95728314,0.00032462567,0.0003897441,0.0017454572,0.00083559897,0.0003106814,0.000007003352,0.0005494602,0.038554303],"genre_scores_gemma":[0.9925309,0.000016011658,0.00065766467,0.0043271966,0.0010272324,0.00014286468,0.00008070072,0.00005940191,0.0011580242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978972,0.000009987049,0.0005413208,0.0006759586,0.00022314083,0.00065240613],"domain_scores_gemma":[0.99892306,0.00006308979,0.0001938582,0.00069335056,0.00009745905,0.000029196195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030317545,0.00038083663,0.0004252671,0.00047532044,0.00012551896,0.0006046127,0.00040949337,0.00035894394,0.0011636788],"category_scores_gemma":[0.000089008616,0.00036604854,0.00018261868,0.0009193444,0.000061200764,0.0015502694,0.00033045097,0.0006251163,0.0013854039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041924164,0.00069317844,0.9088228,0.0005102875,0.00021721491,0.0014404925,0.00045356364,0.00006604013,0.0043114214,0.0067205336,0.027896294,0.048448987],"study_design_scores_gemma":[0.0022751142,0.00003614191,0.6709656,0.0004994297,0.00009832135,0.000033470187,0.0005294521,0.0026089437,0.0013520484,0.017216345,0.3028111,0.0015740265],"about_ca_topic_score_codex":0.00042071845,"about_ca_topic_score_gemma":0.0014898508,"teacher_disagreement_score":0.2749148,"about_ca_system_score_codex":0.000071122355,"about_ca_system_score_gemma":0.000037402726,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W7007973755","doi":"","title":"Annual narrative report of home demonstration work, Halifax county, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); Period (music); Historical record; Annual report; George (robot)","score_opus":0.01978093840355771,"score_gpt":0.2978932744653615,"score_spread":0.2781123360618038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007973755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14702971,0.050515797,0.0064175995,0.0034806791,0.040632445,0.016574038,0.09701556,0.021779135,0.61655504],"genre_scores_gemma":[0.9092766,0.0019677526,0.0057276683,0.00008838892,0.0033430364,0.0012481688,0.009474898,0.003166764,0.06570673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98108226,0.00050025363,0.0055162576,0.0038174368,0.0070369733,0.002046822],"domain_scores_gemma":[0.9845539,0.0005758998,0.005519071,0.004472806,0.0042318515,0.00064648455],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0075837607,0.0028730482,0.004100442,0.003500211,0.0003724145,0.00039306263,0.0021943517,0.0051988815,0.0011621739],"category_scores_gemma":[0.002050002,0.0029075162,0.0016482989,0.0070389425,0.0016755309,0.0009669545,0.0011384113,0.0066098925,0.003402445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004438256,0.0006581483,0.0015699727,0.0014895648,0.0023947167,0.012034648,0.0020727825,0.00023303287,0.0027381585,0.0009107048,0.9640614,0.0113930525],"study_design_scores_gemma":[0.0011430674,0.0005544377,0.0022521375,0.0095628565,0.0025336584,0.009753091,0.0022823461,0.00011416856,0.0026294626,0.004533361,0.95989317,0.0047482704],"about_ca_topic_score_codex":0.0010346506,"about_ca_topic_score_gemma":0.0005689015,"teacher_disagreement_score":0.7622469,"about_ca_system_score_codex":0.0033056482,"about_ca_system_score_gemma":0.007945068,"threshold_uncertainty_score":0.9997509},"labels":[],"label_agreement":null},{"id":"W7008018329","doi":"","title":"Annual Narrative Report, Halifax County, Va","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); Period (music); Historical record; Narrative history; Event (particle physics)","score_opus":0.022475594387946492,"score_gpt":0.318360476827212,"score_spread":0.29588488243926553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008018329","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035878608,0.03200567,0.00090832304,0.0023391137,0.027117185,0.005874209,0.07153271,0.0212869,0.835348],"genre_scores_gemma":[0.19612892,0.0043147407,0.0058555487,0.0005815901,0.01468116,0.003338427,0.02145643,0.010176761,0.74346644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98078185,0.0004010046,0.0039959867,0.004759918,0.0074306503,0.0026305884],"domain_scores_gemma":[0.9862699,0.00046096556,0.003368648,0.005585629,0.0034801504,0.0008347285],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007218857,0.0032486382,0.0036501717,0.0030424066,0.00057375536,0.00069399906,0.0026523839,0.0055120112,0.0031996197],"category_scores_gemma":[0.0031539355,0.0031665773,0.0017328402,0.0048512397,0.0011703741,0.00076549617,0.0019677703,0.0092784455,0.020020992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000098354365,0.00027625455,0.000088383895,0.0007334605,0.0015121092,0.038619842,0.0012902748,0.000048082835,0.00050173176,0.0006800635,0.9512296,0.00492188],"study_design_scores_gemma":[0.0004941345,0.00021836853,0.000103761275,0.003862115,0.0013129142,0.01777778,0.0014422496,0.000057176352,0.00061521184,0.0042490214,0.9664532,0.0034140875],"about_ca_topic_score_codex":0.002117665,"about_ca_topic_score_gemma":0.0008590286,"teacher_disagreement_score":0.19254105,"about_ca_system_score_codex":0.0055650314,"about_ca_system_score_gemma":0.008463427,"threshold_uncertainty_score":0.99825245},"labels":[],"label_agreement":null},{"id":"W7008042139","doi":"","title":"Banner from Concordia University","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Work (physics); The Internet","score_opus":0.008661986094988137,"score_gpt":0.20585915049144163,"score_spread":0.1971971643964535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008042139","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000262554,0.0032435628,0.0010496606,0.00014645013,0.001998524,0.0009153717,0.0050644516,0.0072922986,0.98002714],"genre_scores_gemma":[0.0143833095,0.000235923,0.003869341,0.00013609308,0.0021172788,0.000013273482,0.0012270043,0.0047717867,0.973246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961041,0.00025320463,0.0003935117,0.0012571292,0.00072686403,0.0012651703],"domain_scores_gemma":[0.9960321,0.00017870268,0.0007625979,0.0024165635,0.00006919895,0.0005408128],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033462569,0.0011600339,0.0011996671,0.0012614554,0.00015390101,0.00008002238,0.0017730886,0.0027091429,0.0812805],"category_scores_gemma":[0.00006891525,0.001271924,0.0004385968,0.0012552217,0.0005145958,0.00022367942,0.0006822792,0.0017786237,0.08165323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000745674,0.00014359919,0.0010169828,0.000023938595,0.00041290114,0.00013984747,0.000049205984,0.0000012295939,0.00040868978,0.0026587248,0.99016964,0.0049006557],"study_design_scores_gemma":[0.001110015,0.0000286863,0.00096467906,0.00042491153,0.00046986694,0.000008698583,0.00008570716,0.000021686948,0.00011568971,0.00019632932,0.9950348,0.0015389373],"about_ca_topic_score_codex":0.0050644744,"about_ca_topic_score_gemma":0.0016787099,"teacher_disagreement_score":0.014120755,"about_ca_system_score_codex":0.00054633676,"about_ca_system_score_gemma":0.0001738992,"threshold_uncertainty_score":0.9989731},"labels":[],"label_agreement":null},{"id":"W7008216258","doi":"","title":"Banner from West Virginia Northern Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"West virginia; Banner; Community college; Metis; Population; Work (physics)","score_opus":0.01426510684842536,"score_gpt":0.23996070809792022,"score_spread":0.22569560124949486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008216258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065992284,0.007119939,0.00034126482,0.00026552266,0.003362909,0.0028784957,0.028831411,0.012192574,0.9384087],"genre_scores_gemma":[0.15012047,0.00034030026,0.0055714515,0.00059571344,0.005071941,0.0007263037,0.006247388,0.017591167,0.81373525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99102813,0.0016270936,0.0014531023,0.001608783,0.0017159366,0.0025669688],"domain_scores_gemma":[0.98875874,0.00077406346,0.0018182758,0.0074256635,0.00022216793,0.0010010856],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0016959785,0.002755569,0.0027006704,0.0019759426,0.0008316634,0.00024207748,0.0047850427,0.004728189,0.07472437],"category_scores_gemma":[0.00028513005,0.0027931165,0.00081920443,0.00208044,0.0011436831,0.0003911013,0.0017824918,0.00792281,0.18647328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016991772,0.0012888862,0.0044493917,0.000120411525,0.0010070916,0.000117128075,0.00043693348,0.000006246522,0.0010988411,0.0010453723,0.9864623,0.0037974888],"study_design_scores_gemma":[0.002046008,0.00012005104,0.00503299,0.0013311075,0.0006943301,0.000040968538,0.00049044256,0.000041900304,0.0001957447,0.00060526776,0.98620266,0.003198504],"about_ca_topic_score_codex":0.01812241,"about_ca_topic_score_gemma":0.0464355,"teacher_disagreement_score":0.14352123,"about_ca_system_score_codex":0.000952557,"about_ca_system_score_gemma":0.00035061108,"threshold_uncertainty_score":0.99851775},"labels":[],"label_agreement":null},{"id":"W7008520110","doi":"","title":"Card from St. John's U. C. C.","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Identification (biology); Key (lock); Work (physics)","score_opus":0.011020996649664959,"score_gpt":0.2376516329702269,"score_spread":0.22663063632056193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008520110","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000705514,0.01762488,0.0010876105,0.00015388169,0.0034297025,0.0015706492,0.009908106,0.01138712,0.9547675],"genre_scores_gemma":[0.00538224,0.0006530232,0.013060344,0.00030144333,0.0075435494,0.00037906447,0.0034073472,0.014201429,0.95507157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352443,0.00027992082,0.00086379977,0.0018291433,0.0014709791,0.0020317305],"domain_scores_gemma":[0.99370986,0.00020128065,0.0011177557,0.0041779233,0.00009010699,0.00070306135],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006124359,0.0018826928,0.0019112508,0.0017710057,0.00016464034,0.00021704528,0.0023316378,0.0038735787,0.08668249],"category_scores_gemma":[0.000154532,0.0018967083,0.00065625075,0.0014767994,0.0004758858,0.0002302711,0.00079941546,0.0027061426,0.12675089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004543451,0.00019693947,0.00035188752,0.000053094183,0.00062018883,0.000094247276,0.00006259972,0.0000022627166,0.0006395356,0.00082359865,0.9811278,0.01598242],"study_design_scores_gemma":[0.0009677758,0.000043309043,0.00029669283,0.0009847357,0.000579982,0.000018575958,0.00004273274,0.000015510052,0.00033568885,0.00064158306,0.9938606,0.0022128092],"about_ca_topic_score_codex":0.0027013924,"about_ca_topic_score_gemma":0.000924478,"teacher_disagreement_score":0.04006839,"about_ca_system_score_codex":0.0005379215,"about_ca_system_score_gemma":0.0001893579,"threshold_uncertainty_score":0.9995946},"labels":[],"label_agreement":null},{"id":"W7008804680","doi":"","title":"Dealing with conflict: Natural resources and dispute resolution","year":2016,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Natural resource; Sustainable development; Dispute resolution; Order (exchange); Conflict resolution; Resource (disambiguation); Resource management (computing)","score_opus":0.00691407692719876,"score_gpt":0.2353429189384697,"score_spread":0.22842884201127095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008804680","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016540479,0.025787497,0.0037456872,0.00067653554,0.00072080473,0.0022444967,0.0009747669,0.008498628,0.95569754],"genre_scores_gemma":[0.0334149,0.0011967263,0.013586242,0.00017827675,0.0015999827,0.00016657687,0.00018320457,0.00560201,0.94407207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961579,0.00012829465,0.0004942238,0.0013580691,0.0008424511,0.0010190846],"domain_scores_gemma":[0.99730617,0.00016037661,0.00082917506,0.0013319406,0.00008696809,0.0002853692],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004964907,0.0010696508,0.00092572,0.0012159095,0.0002561725,0.0002087976,0.00070999615,0.0012254635,0.0014439941],"category_scores_gemma":[0.000082265826,0.0007670872,0.00013452275,0.00053586665,0.00088168675,0.00016849091,0.00035265507,0.0012627223,0.0025189163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008466517,0.000084622756,0.0006566823,0.0002781986,0.00075795077,0.00020151313,0.00032489852,0.000010552137,0.0027600299,0.015506511,0.9513337,0.027238712],"study_design_scores_gemma":[0.001441151,0.00010602062,0.00041532933,0.0033997498,0.00020125392,0.00014420315,0.0000384934,0.00010555438,0.00015388711,0.000190739,0.99252623,0.0012773793],"about_ca_topic_score_codex":0.00031007963,"about_ca_topic_score_gemma":0.00066548906,"teacher_disagreement_score":0.04119256,"about_ca_system_score_codex":0.00019477827,"about_ca_system_score_gemma":0.00005681946,"threshold_uncertainty_score":0.999478},"labels":[],"label_agreement":null},{"id":"W7009696754","doi":"","title":"Evaluation of florpyrauxifen-benzyl for use in pastures and hayfields","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weed control; Forage; Weed; Trifolium repens; Fodder","score_opus":0.033256056979167996,"score_gpt":0.2767493175792876,"score_spread":0.2434932606001196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009696754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944344,0.0026616447,0.00003891625,0.00043769498,0.0001624364,0.0011743467,0.000100014026,0.00004986765,0.0009406538],"genre_scores_gemma":[0.9963286,0.00012864321,0.00042184148,0.00006944184,0.00018544884,0.0007042705,0.0013503525,0.0000041238686,0.0008072573],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984641,0.00007749757,0.0004028853,0.00043360027,0.00040425616,0.00021763766],"domain_scores_gemma":[0.9986838,0.00038651275,0.0002962634,0.00012340325,0.00046023377,0.00004975595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060427503,0.00021608201,0.00037456118,0.00005480283,0.00009884196,0.00007619074,0.00019871975,0.00059639476,0.00019212335],"category_scores_gemma":[0.000312122,0.000107730135,0.0001236341,0.00039839858,0.000027579128,0.00009852657,0.000028225444,0.00028077816,0.0000019186314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011433615,0.00015882263,0.0011030735,0.000069841444,0.00007004429,0.000001071305,0.00021464685,0.000033575612,0.2771986,0.0015921455,0.001286704,0.7181571],"study_design_scores_gemma":[0.0014989007,0.0003495164,0.93232477,0.00068817835,0.0007054,0.0000040525915,0.0025564025,0.0026552035,0.011318452,0.017769305,0.029234739,0.0008950967],"about_ca_topic_score_codex":0.0015863118,"about_ca_topic_score_gemma":0.042465955,"teacher_disagreement_score":0.93122166,"about_ca_system_score_codex":0.000033970253,"about_ca_system_score_gemma":0.000047132562,"threshold_uncertainty_score":0.9750065},"labels":[],"label_agreement":null},{"id":"W7010354194","doi":"","title":"ICAT Creativity and Innovation Day: Sensing Place Exhibit Catalog, 2017","year":2017,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Creativity; Nexus (standard); Happening; The arts; Dream; Sense of place","score_opus":0.050450415677745566,"score_gpt":0.2680212563637613,"score_spread":0.21757084068601573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010354194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7648947,0.00027775625,0.0003221973,0.002422018,0.0006426947,0.00040055916,0.00008683228,0.00040601142,0.23054722],"genre_scores_gemma":[0.9823552,0.00006129858,0.00033713007,0.00021301571,0.00050946034,0.000008307144,0.000050979772,0.000031319574,0.016433327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988196,0.000030914274,0.00027042525,0.00038258286,0.00018563883,0.00031083278],"domain_scores_gemma":[0.99871206,0.000053725762,0.00029570863,0.00074197666,0.00013217158,0.00006435461],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00036600695,0.0002478592,0.00026916305,0.00013597458,0.0018376536,0.0010525187,0.0002867585,0.00014895911,0.0004501991],"category_scores_gemma":[0.00014233557,0.0002035069,0.0000490448,0.00006207693,0.0005032263,0.0007725376,0.00021468995,0.00033702605,0.00010176732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079440964,0.0001261281,0.0013372914,0.00012927082,0.000105622305,0.00009943253,0.014244,0.00000241443,0.0062890244,0.73620707,0.06680227,0.17457801],"study_design_scores_gemma":[0.0006067126,0.000080180194,0.005071153,0.00024902393,0.000043020806,0.000031116015,0.0013866939,0.00042662042,0.001309361,0.0050211777,0.9851634,0.0006115739],"about_ca_topic_score_codex":0.0005704792,"about_ca_topic_score_gemma":0.0012835735,"teacher_disagreement_score":0.91836107,"about_ca_system_score_codex":0.00003463733,"about_ca_system_score_gemma":0.000021490669,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W7010458950","doi":"","title":"Importer Preferences and Opinions on Vacuum and Steam Treatment Technology for Hardwood Logs Export","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hardwood; China; Logging; Economic analysis","score_opus":0.009256676606757282,"score_gpt":0.25270619804117184,"score_spread":0.24344952143441456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010458950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739926,0.0013032446,0.00008942761,0.0008646717,0.0013897787,0.0026133494,0.0001454322,0.0005232062,0.019078318],"genre_scores_gemma":[0.97156125,0.0016631914,0.0008744599,0.000121236604,0.00007156224,0.0019210242,0.0007578376,0.00008015749,0.022949306],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805695,0.000017832974,0.00036509993,0.00095769134,0.0001710629,0.00043139292],"domain_scores_gemma":[0.9992208,0.000072603274,0.0001676382,0.00043466748,0.000009013747,0.00009531189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016735189,0.00048189692,0.00043880992,0.00033655984,0.00025307227,0.00006326005,0.0002610706,0.0008251231,0.00041866847],"category_scores_gemma":[0.000018608675,0.00039609664,0.00009406579,0.00028143515,0.00022714165,0.00009491404,0.00016523899,0.0003935313,0.00015998911],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013006186,0.0022618123,0.02043531,0.0014033918,0.0020517393,0.00030239584,0.004332313,0.00007312921,0.0037065016,0.057109598,0.116190426,0.79083276],"study_design_scores_gemma":[0.0030388036,0.0091225,0.15626119,0.000985007,0.0013382413,0.00011587263,0.0040599396,0.00044723155,0.00514486,0.1326478,0.6842664,0.0025721986],"about_ca_topic_score_codex":0.000052511274,"about_ca_topic_score_gemma":0.0010133353,"teacher_disagreement_score":0.7882606,"about_ca_system_score_codex":0.00017480574,"about_ca_system_score_gemma":0.000029524073,"threshold_uncertainty_score":0.9998491},"labels":[],"label_agreement":null},{"id":"W7011028202","doi":"","title":"Lake Sediment-Based Reconstructions of Late-Holocene Lowland Environments of Dominican Republic and Barbuda, Northern Caribbean","year":2018,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Nature Conservancy; Inter-American Institute for Global Change Research; National Science Foundation","keywords":"Charcoal; Vegetation (pathology); Disturbance (geology); Ecosystem; Storm; Pollen; Environmental change; Sediment; Climate change","score_opus":0.008404183124470785,"score_gpt":0.2248258942151052,"score_spread":0.21642171109063443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011028202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916254,0.0008148185,0.000014139661,0.000108963504,0.00049337395,0.0003757243,0.00045172844,0.000038846705,0.0060769888],"genre_scores_gemma":[0.9938363,0.00032153318,0.00094245624,0.00002401057,0.000047783455,0.000008255467,0.0033341672,0.00001608933,0.0014694098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780065,0.00017010115,0.0006694696,0.00058525184,0.0003305002,0.0004440309],"domain_scores_gemma":[0.99834204,0.000297525,0.00055405486,0.00057832175,0.00006999723,0.00015804857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060331315,0.00032828772,0.00067423104,0.00047257877,0.00020005176,0.000018396933,0.00042077008,0.00093750533,0.0026336485],"category_scores_gemma":[0.000105587555,0.00030327908,0.0001308069,0.00037165388,0.000876018,0.00007557939,0.000023625906,0.00066795846,0.000054339005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030748796,0.00004053239,0.9878979,0.000118178556,0.00013748661,0.000012076332,0.00020874453,0.000055639783,0.000024828976,0.000014321709,0.0001257625,0.0110570835],"study_design_scores_gemma":[0.001081742,0.00050576875,0.9918567,0.00021118509,0.00016947232,0.000028440647,0.00041873238,0.0005265755,0.0017914608,0.0004246003,0.0025949585,0.00039037594],"about_ca_topic_score_codex":0.0004102663,"about_ca_topic_score_gemma":0.034426842,"teacher_disagreement_score":0.034016576,"about_ca_system_score_codex":0.0000029918544,"about_ca_system_score_gemma":0.00017402765,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W7011210167","doi":"","title":"Letter and cards from Mohawk Valley Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mohawk; Community college; Metis; Work (physics); Exposition (narrative)","score_opus":0.015902250829369132,"score_gpt":0.24098442984111798,"score_spread":0.22508217901174885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011210167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002316587,0.015980765,0.00039737212,0.0006763192,0.001804349,0.0021945995,0.015056868,0.0063209604,0.9552522],"genre_scores_gemma":[0.06914783,0.0011630424,0.01432472,0.0032219645,0.0063758558,0.00059336534,0.0027253001,0.014017587,0.88843036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948812,0.00104175,0.00072056503,0.0009835704,0.00097111065,0.0014017636],"domain_scores_gemma":[0.99433726,0.00044029983,0.0007536651,0.0038487774,0.0000819776,0.0005380206],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0011759786,0.0015522687,0.0017322834,0.0011379203,0.00045896668,0.00016224332,0.0018066571,0.0029898388,0.012368942],"category_scores_gemma":[0.00013990099,0.0015685522,0.00033827685,0.0009110647,0.00083446706,0.0002127526,0.0014050477,0.004797717,0.011241968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006208616,0.00026409034,0.00057049125,0.00008616484,0.00042322482,0.00004836533,0.00023416731,8.738358e-7,0.00067664287,0.0005061757,0.9942033,0.0029243757],"study_design_scores_gemma":[0.001399319,0.00006001958,0.0010263311,0.00087818987,0.00046771092,0.000031654075,0.00012507208,0.00001825673,0.00021365003,0.0007957103,0.99324775,0.0017363594],"about_ca_topic_score_codex":0.0076209726,"about_ca_topic_score_gemma":0.002676853,"teacher_disagreement_score":0.066831246,"about_ca_system_score_codex":0.00035923056,"about_ca_system_score_gemma":0.00010852069,"threshold_uncertainty_score":0.99972254},"labels":[],"label_agreement":null},{"id":"W7011643519","doi":"","title":"Memory Book from University of Calgary","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Exposition (narrative); Set (abstract data type); Theme (computing); Presentation (obstetrics)","score_opus":0.0036528876128220614,"score_gpt":0.15472335539470983,"score_spread":0.15107046778188776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011643519","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024601055,0.014114622,0.21732843,0.000018843295,0.00042280325,0.00022688555,0.000094775976,0.0012864608,0.7664826],"genre_scores_gemma":[0.015490062,0.00200079,0.05466722,0.00019371408,0.0013587065,0.000007872469,0.0004998697,0.0015975349,0.9241842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923146,0.000025012983,0.00013566378,0.00019975944,0.00018434963,0.00022374332],"domain_scores_gemma":[0.99938995,0.00006689976,0.000076596996,0.00037146767,0.000011748277,0.0000833208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044935307,0.0002670762,0.00033763863,0.0002328355,0.00002713733,0.000004904266,0.00034453976,0.0004884595,0.007093169],"category_scores_gemma":[0.0000030431706,0.00030049562,0.000116379415,0.00014951377,0.00007266876,0.000036500744,0.000072900766,0.00041210215,0.00043552124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012118008,0.000023810198,0.000011720131,0.00008486006,0.0002401066,0.000026375943,0.00011943612,0.0012131223,0.00022449315,0.00029136395,0.9139528,0.08379976],"study_design_scores_gemma":[0.00019614141,0.00001158069,0.00015110553,0.00021380051,0.00008055485,0.000002799379,0.000012245534,0.0011821307,0.0002652362,0.00052882725,0.997014,0.00034161404],"about_ca_topic_score_codex":0.00021359925,"about_ca_topic_score_gemma":0.00004075594,"teacher_disagreement_score":0.16266121,"about_ca_system_score_codex":0.000040527262,"about_ca_system_score_gemma":0.000025023466,"threshold_uncertainty_score":0.9999447},"labels":[],"label_agreement":null},{"id":"W7011675886","doi":"","title":"National Survey of Student Engagement (2015): Engagement Insights: Survey Findings on the Quality of Undergraduate Education","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Perception; Undergraduate education; Quality (philosophy); Survey data collection; Higher education","score_opus":0.2525393823578049,"score_gpt":0.49160133656423133,"score_spread":0.23906195420642645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011675886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97642535,0.00038590882,0.00019053965,0.0073842257,0.00070430856,0.0011323808,0.00010268707,0.000048944843,0.0136256395],"genre_scores_gemma":[0.9982238,0.00026518505,0.00023855006,0.00008928868,0.00005515548,0.000115708055,0.000051291034,0.00001417057,0.00094687403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99051297,0.0055543496,0.0007810857,0.00030544464,0.0025565722,0.0002895606],"domain_scores_gemma":[0.99169,0.0045958157,0.0005318063,0.00044953602,0.0026100662,0.0001227911],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028418621,0.00016850667,0.00035185198,0.00030646988,0.00036899705,0.00004276366,0.0008217062,0.00010817562,0.00010762627],"category_scores_gemma":[0.010886722,0.00012930651,0.000074611766,0.0014932652,0.00065040175,0.00012534765,0.0002363925,0.0003834171,0.000024981895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017353822,0.0032420936,0.4596275,0.00008774214,0.0004042767,2.1615936e-7,0.041986644,0.00018410796,0.0003389924,0.36601025,0.12573993,0.00220472],"study_design_scores_gemma":[0.0002904922,0.00012270022,0.9722992,0.00007502272,0.0000105944055,2.5830243e-8,0.009299646,0.000004736223,0.00063108467,0.004923077,0.012192065,0.00015132471],"about_ca_topic_score_codex":0.0153279565,"about_ca_topic_score_gemma":0.0070782183,"teacher_disagreement_score":0.5126717,"about_ca_system_score_codex":0.00044469858,"about_ca_system_score_gemma":0.0021664938,"threshold_uncertainty_score":0.997445},"labels":[],"label_agreement":null},{"id":"W7011758326","doi":"","title":"Narrative and Summary of Extension Work Conducted in Halifax County, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); Extension (predicate logic); Period (music); Subject (documents)","score_opus":0.0295912754803116,"score_gpt":0.3025877966440909,"score_spread":0.2729965211637793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011758326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74420327,0.12284931,0.000080917875,0.0014087245,0.008665315,0.0075454637,0.007374687,0.0047697104,0.1031026],"genre_scores_gemma":[0.9663249,0.012113617,0.0020946537,0.00013316306,0.00076487695,0.0005444614,0.002649472,0.0020555633,0.01331925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885183,0.0005477509,0.0030972317,0.0030119473,0.0032919245,0.0015328598],"domain_scores_gemma":[0.9927098,0.00077714556,0.0019504069,0.0026005784,0.0015315908,0.0004304601],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004633232,0.0021236471,0.0036597042,0.0038007048,0.00018789776,0.0002737409,0.0011970958,0.0037909704,0.0005461923],"category_scores_gemma":[0.00137536,0.0020686567,0.00055872614,0.0063936384,0.0014674114,0.0004823097,0.0014510807,0.005860561,0.00072025653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012466522,0.0008153624,0.0046132915,0.00313576,0.0013335522,0.004565317,0.003970385,0.00010756837,0.02748659,0.00090144307,0.9373733,0.014450821],"study_design_scores_gemma":[0.003676616,0.0006958195,0.011018196,0.04897367,0.0017759112,0.0010061739,0.0041492274,0.0002685509,0.005185094,0.0066184304,0.9104619,0.0061703934],"about_ca_topic_score_codex":0.0018368403,"about_ca_topic_score_gemma":0.0013505486,"teacher_disagreement_score":0.22212167,"about_ca_system_score_codex":0.001875297,"about_ca_system_score_gemma":0.0026906023,"threshold_uncertainty_score":0.99915045},"labels":[],"label_agreement":null},{"id":"W7014406467","doi":"","title":"Poster from North Carolina Quarter Midget Association","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Association (psychology)","score_opus":0.006537994014160721,"score_gpt":0.2141526642528593,"score_spread":0.2076146702386986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014406467","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043418254,0.005259144,0.0003454297,0.00069053087,0.004635591,0.0023940508,0.011695969,0.008599766,0.9620377],"genre_scores_gemma":[0.0864232,0.00018559661,0.0028894185,0.0006911486,0.0077322302,0.0003531119,0.0065011643,0.008186213,0.88703793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99400824,0.00036433138,0.0009203295,0.0014128633,0.001531014,0.0017631969],"domain_scores_gemma":[0.994867,0.00025294398,0.0018882041,0.002393584,0.00015831603,0.00043990006],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00060356857,0.001473237,0.0015024124,0.0012846581,0.00014685163,0.0001894139,0.0013013305,0.0036219195,0.020126319],"category_scores_gemma":[0.00016060995,0.0014999341,0.00056142913,0.0010863804,0.00012026889,0.0003066429,0.00033476957,0.0022402536,0.09354044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049761005,0.00021942251,0.07927423,0.000041174728,0.00066067564,0.0000272161,0.00021694244,0.0000010110343,0.00019395184,0.000035942285,0.9174557,0.001824031],"study_design_scores_gemma":[0.001126171,0.00006163578,0.03879761,0.00042919102,0.00064211455,0.0000073729093,0.000019701665,0.000013896875,0.00011797809,0.0001331045,0.95692015,0.0017310531],"about_ca_topic_score_codex":0.0018221358,"about_ca_topic_score_gemma":0.0042843674,"teacher_disagreement_score":0.08208138,"about_ca_system_score_codex":0.0013402359,"about_ca_system_score_gemma":0.00012440584,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W7014903086","doi":"","title":"School of Public & International Affairs 2010-2011 Report of Faculty Research & Scholarship","year":2020,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"District Department of Transportation; Division of Graduate Education; Strong; IBM Center for the Business of Government; U.S. Department of Transportation; National Science Foundation","keywords":"Government (linguistics); Scholarship; Quarter (Canadian coin); Public policy; Center (category theory); Capital (architecture); Public speaking; Professional development","score_opus":0.18539523961037477,"score_gpt":0.3966833199752764,"score_spread":0.21128808036490163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014903086","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009982766,0.0020358372,0.0022974634,0.0026560035,0.0021164913,0.0028319838,0.005492424,0.0029861934,0.9785853],"genre_scores_gemma":[0.037918404,0.0004725045,0.040637426,0.00004430635,0.0014872004,0.00036410132,0.0070065577,0.0043509994,0.9077185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867393,0.0009807331,0.002520784,0.0023619107,0.005781116,0.0016161911],"domain_scores_gemma":[0.98901474,0.0003508048,0.0032129916,0.0045230826,0.0019180805,0.0009803058],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007842532,0.0012313577,0.0019835273,0.0059417575,0.00016408284,0.00029187583,0.0053074826,0.0028962663,0.0643182],"category_scores_gemma":[0.011911658,0.0012720485,0.00079852034,0.003864721,0.0015989377,0.00059400353,0.0023397554,0.006425524,0.04169073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015640994,0.0005057293,0.007990734,0.0003113109,0.0009818873,0.00017121596,0.00008165202,0.000003890349,0.008673516,0.00066298357,0.97892284,0.0015378122],"study_design_scores_gemma":[0.001080131,0.000083703206,0.0019220903,0.0014385738,0.00011173265,0.00021673067,0.00014441775,0.0000050757676,0.0009469179,0.0007287814,0.9922784,0.0010434636],"about_ca_topic_score_codex":0.0011032635,"about_ca_topic_score_gemma":0.0017934869,"teacher_disagreement_score":0.07086682,"about_ca_system_score_codex":0.00080715475,"about_ca_system_score_gemma":0.0015179772,"threshold_uncertainty_score":0.99897295},"labels":[],"label_agreement":null},{"id":"W7015680823","doi":"","title":"US Hotel Industry Performance Outpacing Expectations","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Economic recovery; Hotel industry; Overtime; Restructuring; Stimulus (psychology); Hospitality industry; Coronavirus disease 2019 (COVID-19)","score_opus":0.4077800970804639,"score_gpt":0.5271352526983022,"score_spread":0.11935515561783827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015680823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94353503,0.001121963,0.008340679,0.0014268437,0.00089716725,0.0001880737,0.000029691773,0.00018002742,0.04428054],"genre_scores_gemma":[0.98400235,0.00019221223,0.004561109,0.00025860043,0.00017664557,0.00002914085,0.000009507166,0.000028714281,0.010741721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99055296,0.00018612907,0.0008494133,0.0010685873,0.006434065,0.000908823],"domain_scores_gemma":[0.99340075,0.00208338,0.00026416266,0.0015686649,0.002185845,0.0004971967],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["bibliometrics","insufficient_payload"],"category_scores_codex":[0.005993378,0.00025099123,0.00040468483,0.024231566,0.0006114755,0.0025901506,0.002154295,0.0006240196,0.0023624406],"category_scores_gemma":[0.019848902,0.0002053188,0.0002078006,0.17421755,0.00019855777,0.0008942086,0.0010238553,0.0015765515,0.0016502928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030278386,0.0004326231,0.49247095,0.000017362185,0.000055739718,0.00026973936,0.00055573764,0.0007707797,0.007134737,0.0027949899,0.040849917,0.45461717],"study_design_scores_gemma":[0.0017709376,0.00032825032,0.6635682,0.0001622234,0.000036588463,0.0002941566,0.008943266,0.023341134,0.069537744,0.011200589,0.21927893,0.0015379725],"about_ca_topic_score_codex":0.000022426995,"about_ca_topic_score_gemma":0.000015546699,"teacher_disagreement_score":0.4530792,"about_ca_system_score_codex":0.00016928089,"about_ca_system_score_gemma":0.00038241135,"threshold_uncertainty_score":0.99912703},"labels":[],"label_agreement":null},{"id":"W7015732444","doi":"","title":"TreadRight Foundation Partners With Rainbow Railroad","year":2022,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Foundation (evidence); Rainbow; Face (sociological concept)","score_opus":0.023247930377886316,"score_gpt":0.34697767069823765,"score_spread":0.32372974032035134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015732444","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42883795,0.0010893384,0.0027409748,0.020319737,0.0045379447,0.002028106,0.00011645275,0.0021284362,0.5382011],"genre_scores_gemma":[0.9053073,0.000076174634,0.00058144156,0.0015144311,0.0006553807,0.0006373551,0.00017923593,0.00012114367,0.09092756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972422,0.0003292511,0.00043512994,0.0006700372,0.0005256366,0.0007977606],"domain_scores_gemma":[0.9983571,0.00014287939,0.00025984965,0.000968586,0.000060467333,0.00021111908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006299347,0.00032713375,0.00034669688,0.0004726143,0.0009798184,0.000097989454,0.00059779116,0.00020291949,0.012585441],"category_scores_gemma":[0.000029629282,0.00030633056,0.000124398,0.001136499,0.00019996693,0.00018690404,0.00016100725,0.0009063824,0.0013908598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012848027,0.0013423932,0.067882046,0.00024068453,0.0004165604,0.00043842857,0.004798664,0.00030208257,0.0002474818,0.12393214,0.6195365,0.17957821],"study_design_scores_gemma":[0.002436612,0.00069384475,0.030323545,0.000013417991,0.00013657028,0.00023982237,0.00055366626,0.00007717177,0.000022070355,0.0039182464,0.9609487,0.00063631474],"about_ca_topic_score_codex":0.0019892,"about_ca_topic_score_gemma":0.0003354418,"teacher_disagreement_score":0.47646934,"about_ca_system_score_codex":0.00029766455,"about_ca_system_score_gemma":0.00018290665,"threshold_uncertainty_score":0.9999389},"labels":[],"label_agreement":null},{"id":"W7016139236","doi":"","title":"Visualizing and Assessing Seed Germination, A simple experiment for K-12 teachers","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Production (economics); Simple (philosophy); Agricultural productivity; Value (mathematics); Food industry","score_opus":0.032222106434356995,"score_gpt":0.3085943318802372,"score_spread":0.27637222544588025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016139236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944239,0.00015307186,0.00013266064,0.0018224764,0.00019705688,0.00048883964,0.00001594,0.00014142186,0.0026246018],"genre_scores_gemma":[0.9962234,0.000010084232,0.002003237,0.00023285243,0.00015050273,0.00011279999,0.00007448343,0.0000024873102,0.0011901855],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99908394,0.000021595188,0.00019933507,0.00030450991,0.0001620412,0.00022857038],"domain_scores_gemma":[0.99938774,0.00027907128,0.00010947298,0.00006233672,0.00012059002,0.00004078876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864272,0.00013765522,0.0001518304,0.000037232825,0.00032448355,0.0001606753,0.00013970926,0.00009356369,0.00019140441],"category_scores_gemma":[0.00009432717,0.000067909146,0.000045117828,0.000338561,0.00005397177,0.00027317082,0.00009313087,0.000092661845,0.000024529792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002958769,0.00038004506,0.08532871,0.00003882541,0.00010071524,0.0000011488862,0.0020276373,0.000018197961,0.72012436,0.02963189,0.011735546,0.15058333],"study_design_scores_gemma":[0.00073304586,0.00033276124,0.5326231,0.00012777509,0.000044138214,0.000008762456,0.02397049,0.0007723511,0.015895575,0.005205387,0.4194466,0.00084003736],"about_ca_topic_score_codex":0.000044601773,"about_ca_topic_score_gemma":0.000018452776,"teacher_disagreement_score":0.7042288,"about_ca_system_score_codex":0.00006386938,"about_ca_system_score_gemma":0.000012638667,"threshold_uncertainty_score":0.27692547},"labels":[],"label_agreement":null},{"id":"W7017269723","doi":"","title":"Agriculture in the new century: FY 2000 report to Congress on Title XII","year":2016,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Goddard Space Flight Center; University of Illinois at Urbana-Champaign; National Oceanic and Atmospheric Administration; Egerton University; Punjab Agricultural University; Pakistan Agricultural Research Council; Instituto Tecnológico y de Estudios Superiores de Monterrey; Ministry of Environment; Instituto Nacional de Investigaciones Agropecuarias; Indian Council of Agricultural Research; South African Medical Research Council; Nepal Agricultural Research Council; North Carolina Pork Council; Southeast Asian Regional Center for Graduate Study and Research in Agriculture; Oregon State University; Center for Strategic Research; Washington State University; University of Oklahoma; National Aeronautics and Space Administration; Purdue University; International Fine Particle Research Institute; National Research Centre; Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias; Mekelle University; U.S. Department of Agriculture; University of Connecticut; University of California, Los Angeles; Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria; International Livestock Research Institute; University of Pittsburgh; Virginia Polytechnic Institute and State University; University of Minnesota; Ministry of Education, Kenya; North Carolina State University; Texas Tech University; Ohio State University; Williams College; McMaster University; Yale University; La Trobe University; Utah State University; South Dakota State University","keywords":"Agriculture; Government (linguistics)","score_opus":0.018996691384838487,"score_gpt":0.2924740926112843,"score_spread":0.2734774012264458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017269723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002573237,0.0030021004,0.00005637787,0.0024908942,0.006683116,0.0022736688,0.000648679,0.0010314584,0.9835564],"genre_scores_gemma":[0.022639424,0.0022432317,0.0007620971,0.0014205156,0.007843671,0.0005467013,0.0010784841,0.0011169866,0.9623489],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942814,0.00015860076,0.0010028803,0.0012925987,0.0022977085,0.00096679654],"domain_scores_gemma":[0.99579006,0.00019282215,0.0008140886,0.0025883478,0.0003321241,0.0002825275],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017865776,0.0009195075,0.00095781754,0.0007245556,0.00012582244,0.0001941801,0.0016156369,0.0016752436,0.003202216],"category_scores_gemma":[0.000916503,0.00052554405,0.000364504,0.001656272,0.00010577826,0.00010004824,0.00029105745,0.0021579643,0.03975145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003935331,0.00010272274,0.000062797524,0.00003038408,0.00007135449,0.0015531508,0.00008906797,0.0000052934606,0.00027118836,0.000271484,0.9790629,0.018440302],"study_design_scores_gemma":[0.00031179775,0.000075976204,0.00045395782,0.0015012386,0.0000911403,0.00096670387,0.000035426165,5.3226404e-7,0.0003399645,0.00036901838,0.99502265,0.000831587],"about_ca_topic_score_codex":0.00030225306,"about_ca_topic_score_gemma":0.00032247524,"teacher_disagreement_score":0.036549237,"about_ca_system_score_codex":0.0014904267,"about_ca_system_score_gemma":0.0017277724,"threshold_uncertainty_score":0.9997196},"labels":[],"label_agreement":null},{"id":"W7017716605","doi":"","title":"Challenges to a Sustainable Energy Future","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydropower; Renewable energy; Hydroelectricity; Greenhouse gas; Fossil fuel; Production (economics); Electricity generation; Unit (ring theory); Wind power","score_opus":0.012616785636351489,"score_gpt":0.20239797604268597,"score_spread":0.18978119040633448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017716605","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070635783,0.0042111888,0.0073865526,0.15546718,0.00050464895,0.0005817901,0.000028820436,0.0018203523,0.8229359],"genre_scores_gemma":[0.98698395,0.00030200166,0.0017800599,0.004839294,0.0005985468,0.00015748982,0.0000054411003,0.000083364896,0.005249868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731404,0.000053775402,0.00029456115,0.0009049748,0.00049835286,0.0009343191],"domain_scores_gemma":[0.99883896,0.0000431157,0.00008184596,0.00059203577,0.000022503144,0.00042153517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016683993,0.00040228112,0.0003751526,0.000085701016,0.00030977477,0.00005243211,0.00080872927,0.00024348788,0.0008321804],"category_scores_gemma":[0.00006658575,0.0003637437,0.000113149894,0.00091205275,0.00013485122,0.00026914303,0.0015269126,0.00027097476,0.00070327515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028401785,0.0003410225,0.00036594793,0.00010505753,0.00016866076,0.00071859785,0.0054936777,0.0018196745,0.012876843,0.41739962,0.35829285,0.20213401],"study_design_scores_gemma":[0.00030237512,0.00035933295,0.0011740202,0.0000195767,0.000021503003,0.000012171892,0.0028549246,0.00014901403,0.006521251,0.017757988,0.97026867,0.0005591945],"about_ca_topic_score_codex":0.00032706303,"about_ca_topic_score_gemma":0.00038881003,"teacher_disagreement_score":0.9799203,"about_ca_system_score_codex":0.00022093944,"about_ca_system_score_gemma":0.00001397073,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7017857987","doi":"","title":"Cards from an Unknown school in Winnipeg Canada","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Perspective (graphical); Subject (documents); Identification (biology)","score_opus":0.006942018714644814,"score_gpt":0.23559032192752494,"score_spread":0.22864830321288013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017857987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022508882,0.014281247,0.00012379928,0.00031346676,0.0036309124,0.0022819329,0.0064197546,0.00435766,0.96634036],"genre_scores_gemma":[0.105244376,0.00032117066,0.005364668,0.0010215094,0.0068585537,0.0006182115,0.004139849,0.013983711,0.862448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931089,0.00039811793,0.0009998016,0.0017941913,0.0016096459,0.0020892865],"domain_scores_gemma":[0.9941043,0.0001246986,0.0007836223,0.003738466,0.00009001747,0.001158875],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00067093363,0.0016724668,0.0017795637,0.00168624,0.000115592615,0.00016535106,0.002349816,0.0026735016,0.026715083],"category_scores_gemma":[0.00024208444,0.0017812788,0.00022348332,0.0020419587,0.0002517797,0.00034388198,0.00047202158,0.003290887,0.0081161335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054657434,0.00020271567,0.005384453,0.000039828232,0.0001819362,0.00025079254,0.00004478743,0.000024416959,0.00030953117,0.0002732874,0.98278254,0.010451034],"study_design_scores_gemma":[0.0011832601,0.0000380274,0.0047991644,0.0010397563,0.00017878709,0.000014106424,0.000075846714,0.000055447275,0.00018111113,0.00020623219,0.9901213,0.0021069732],"about_ca_topic_score_codex":0.94137263,"about_ca_topic_score_gemma":0.9833051,"teacher_disagreement_score":0.10389239,"about_ca_system_score_codex":0.0027817304,"about_ca_system_score_gemma":0.0026224055,"threshold_uncertainty_score":0.9996022},"labels":[],"label_agreement":null},{"id":"W7017896783","doi":"","title":"Card from University of British Columbia - Engineering Undergraduate Society","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering education; Work (physics); Presentation (obstetrics); Government (linguistics); Field (mathematics); Columbia university","score_opus":0.004524414233702193,"score_gpt":0.16293238621062736,"score_spread":0.15840797197692516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017896783","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011015907,0.023664402,0.021020662,0.00023972521,0.0052209846,0.004825442,0.0637056,0.024308866,0.8459984],"genre_scores_gemma":[0.03891839,0.00185838,0.03112948,0.000031758515,0.0009444605,0.000009950036,0.0011832786,0.004486266,0.92143804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996965,0.00007945179,0.00039672927,0.0009228097,0.00069827883,0.0009377681],"domain_scores_gemma":[0.9974565,0.00010711132,0.0006814276,0.0013645104,0.00008238793,0.00030805016],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003027016,0.00056158897,0.0011928251,0.00018971195,0.00010597186,0.00012946752,0.0011377455,0.0018135738,0.006832543],"category_scores_gemma":[0.000031672163,0.0011457507,0.00072303694,0.0009323667,0.0003470195,0.00016131277,0.000525656,0.0012842956,0.0020189753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007731858,0.0001115244,0.0010984512,0.00013720435,0.0008498682,0.000051561852,0.000059932507,0.000026936723,0.00079352903,0.000030964213,0.9932831,0.003549221],"study_design_scores_gemma":[0.00097126997,0.000023203333,0.0020818217,0.0016072408,0.00054518064,0.000016050213,0.00011948358,0.00024343355,0.000025645606,0.00013045246,0.99305445,0.0011817601],"about_ca_topic_score_codex":0.15616141,"about_ca_topic_score_gemma":0.06780945,"teacher_disagreement_score":0.088351965,"about_ca_system_score_codex":0.00042916127,"about_ca_system_score_gemma":0.00013418993,"threshold_uncertainty_score":0.9994823},"labels":[],"label_agreement":null},{"id":"W7017924851","doi":"","title":"Card from St. John's Religious Education Students","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.007188281877494189,"score_gpt":0.27661343612937245,"score_spread":0.26942515425187824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017924851","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018714615,0.039099336,0.0004223413,0.00019454048,0.008976092,0.0035300339,0.00408269,0.009678206,0.9321453],"genre_scores_gemma":[0.03392509,0.0029894095,0.008694385,0.0005192547,0.008734321,0.0009888211,0.005103003,0.011757176,0.92728853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99356514,0.00029020794,0.00090232055,0.0017264292,0.0020628823,0.0014530248],"domain_scores_gemma":[0.99409384,0.00012446607,0.0013116262,0.0037084639,0.00015313909,0.00060849276],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00061717734,0.0015724237,0.0014620698,0.0018623703,0.00015832805,0.00033545293,0.002895413,0.0028476894,0.01052028],"category_scores_gemma":[0.00015455902,0.0016534337,0.0004610924,0.0013622722,0.00027219902,0.00021811872,0.0008255384,0.002034818,0.06357558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046599514,0.00076977035,0.003790995,0.00005703713,0.000542975,0.000022008524,0.00017669325,0.0000014896891,0.0002582731,0.00017920183,0.97590137,0.018253613],"study_design_scores_gemma":[0.0008293467,0.000050604795,0.0010672786,0.0015073296,0.00066154375,0.000021113572,0.000118776254,0.000002497074,0.00011471379,0.0008080763,0.99304754,0.0017711974],"about_ca_topic_score_codex":0.004537226,"about_ca_topic_score_gemma":0.00070757116,"teacher_disagreement_score":0.053055298,"about_ca_system_score_codex":0.0009421876,"about_ca_system_score_gemma":0.0005095786,"threshold_uncertainty_score":0.9997024},"labels":[],"label_agreement":null},{"id":"W7018000776","doi":"","title":"CFD Analysis of NACA4415 Airfoil with ƴ – Re₀ Model considering Natural Transition","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Airfoil; Boundary layer; Turbulence; Lift (data mining); Laminar flow; Reynolds number; Laminar-turbulent transition; Computational fluid dynamics; Wake","score_opus":0.014120578011661252,"score_gpt":0.21346694400588984,"score_spread":0.19934636599422859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018000776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78299415,0.00090093096,0.20344366,0.0002271198,0.00015478971,0.00021630267,0.000029726836,0.0009746558,0.011058645],"genre_scores_gemma":[0.9830924,0.000057222016,0.01644604,0.000038444534,0.000028169585,0.000030506593,0.000052280466,0.00004323815,0.00021167223],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985331,0.000020214311,0.00030605597,0.0002462273,0.00048406655,0.00041032885],"domain_scores_gemma":[0.9992289,0.000036539106,0.000040144125,0.00035409973,0.00013163005,0.00020869786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028052894,0.000225981,0.0004004683,0.00062554836,0.000046875393,0.00003314307,0.0001979866,0.00015336057,0.000029230916],"category_scores_gemma":[0.000025139945,0.00019688578,0.00010632575,0.0014848899,0.000078797406,0.00019553136,0.000036768586,0.0003645459,0.000009641429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007436547,0.000022990645,0.00015955181,0.000035516943,0.00063516304,0.000023900027,0.00041248207,0.99160725,0.0023394444,0.00027789257,0.0012169372,0.0031945014],"study_design_scores_gemma":[0.0006995418,0.00006045673,0.000488551,0.00008507413,0.00020631199,0.000013039952,0.0002164594,0.98412853,0.012111579,0.0003014666,0.0013222522,0.00036670722],"about_ca_topic_score_codex":0.0000386623,"about_ca_topic_score_gemma":0.00011733348,"teacher_disagreement_score":0.20009826,"about_ca_system_score_codex":0.00012158602,"about_ca_system_score_gemma":0.00009563119,"threshold_uncertainty_score":0.80287695},"labels":[],"label_agreement":null},{"id":"W7018077866","doi":"","title":"Combined annual report of county extension workers, Prince George county, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annual report; George (robot); Extension (predicate logic); Work (physics); Period (music)","score_opus":0.016887212119004475,"score_gpt":0.29174476582115555,"score_spread":0.2748575537021511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018077866","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19208027,0.053777806,0.0024721024,0.0031949838,0.056920495,0.021740574,0.07615476,0.03256439,0.5610946],"genre_scores_gemma":[0.7106934,0.009012898,0.009418296,0.00037159247,0.005036664,0.0017518685,0.016389387,0.009115412,0.23821044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9750367,0.0004667216,0.00648142,0.005329975,0.009700875,0.0029843405],"domain_scores_gemma":[0.9778301,0.0007804121,0.0063871387,0.008433893,0.0056419456,0.0009264732],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.011855782,0.003639883,0.0054665417,0.0033021667,0.00045895306,0.00047492463,0.0034074236,0.0058142846,0.0009720037],"category_scores_gemma":[0.0033055507,0.003616549,0.0019565364,0.006015031,0.0018407699,0.000844464,0.0031653093,0.008045906,0.0039515803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010084095,0.0012150195,0.0053812736,0.0029392752,0.0018634467,0.023218649,0.00020174107,0.00016030441,0.0049857497,0.0010731244,0.9528546,0.0050984295],"study_design_scores_gemma":[0.001523286,0.0004752973,0.0065381336,0.011033176,0.0021922546,0.006674889,0.00030511213,0.00020015516,0.0015443899,0.0017010607,0.963948,0.0038642387],"about_ca_topic_score_codex":0.0019447929,"about_ca_topic_score_gemma":0.00027386262,"teacher_disagreement_score":0.51861316,"about_ca_system_score_codex":0.004295917,"about_ca_system_score_gemma":0.008607521,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W7018473357","doi":"","title":"Education and Research in Agriculture (ERA) Q3 2011 - Quarterly Report (Apr-Jun)","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université Cheikh Anta Diop de Dakar; United States Agency for International Development","keywords":"Poverty reduction; Agriculture; Poverty; Quarter (Canadian coin); Fiscal year","score_opus":0.04364121058481093,"score_gpt":0.36867625529991244,"score_spread":0.32503504471510153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018473357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17112009,0.04480222,0.000100983896,0.003357123,0.014133953,0.01518071,0.0010623351,0.0036630223,0.7465796],"genre_scores_gemma":[0.57116437,0.006991215,0.0038008874,0.00012044079,0.0065569114,0.0032651986,0.007947802,0.0022390643,0.3979141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98542845,0.00085934513,0.0025733567,0.003555778,0.0053649554,0.002218091],"domain_scores_gemma":[0.98965585,0.0005028935,0.0018663033,0.004294557,0.003103695,0.0005767212],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012133023,0.0015846251,0.0021461055,0.004769274,0.00041048392,0.00068020157,0.0016818948,0.004751338,0.0005489661],"category_scores_gemma":[0.00092255365,0.001447454,0.00041795717,0.0040569096,0.00059443805,0.000837859,0.0005783177,0.009963788,0.007982954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010989244,0.001007532,0.008141727,0.00086733827,0.00018073905,0.0012202428,0.0006316772,0.000005886537,0.0027007374,0.00027792566,0.9314475,0.053408816],"study_design_scores_gemma":[0.00075326645,0.00047275945,0.037069634,0.0036411618,0.00017345099,0.0062040137,0.0011154593,0.00001499517,0.0002459354,0.0018405798,0.94641596,0.0020527549],"about_ca_topic_score_codex":0.007761034,"about_ca_topic_score_gemma":0.0016450047,"teacher_disagreement_score":0.4000443,"about_ca_system_score_codex":0.003454324,"about_ca_system_score_gemma":0.008276413,"threshold_uncertainty_score":0.9996902},"labels":[],"label_agreement":null},{"id":"W7019068790","doi":"","title":"Evaluation For Buying and Eating Fruits and Vegetables Among Teens and Moms Exposed to the Fruits & Veggies (FNV) Campaign in California and Virginia, 2015-2017","year":2017,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Consumption (sociology); Logo (programming language); Test (biology); Data collection","score_opus":0.076477771465755,"score_gpt":0.36257757114084277,"score_spread":0.28609979967508775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019068790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89835256,0.091547854,0.0008705662,0.001201253,0.00051244936,0.005494817,0.00026431904,0.00017573975,0.0015804326],"genre_scores_gemma":[0.98589367,0.008262894,0.0035267198,0.00010266968,0.0004682917,0.000584767,0.00014458667,0.0001602808,0.000856094],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960373,0.00012755727,0.000885308,0.0012125578,0.0010037797,0.0007335095],"domain_scores_gemma":[0.9967668,0.0006646481,0.00064997375,0.0010193646,0.0005665069,0.00033270428],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050881174,0.00074165204,0.0012977335,0.0005721594,0.0008706299,0.0005061848,0.00026532347,0.00081894005,0.000014384256],"category_scores_gemma":[0.003231285,0.0005892575,0.000103346145,0.00020957865,0.00038451105,0.0002363471,0.0005335594,0.0010360604,0.0000043166897],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042939736,0.00015966513,0.26613623,0.004098618,0.0015208422,0.00009269202,0.0060856673,0.00009582519,0.0049759108,0.00004274879,0.005528567,0.71083385],"study_design_scores_gemma":[0.011773898,0.0012831925,0.6282444,0.029160032,0.00895825,0.00136465,0.0023263078,0.015659975,0.00050188886,0.0012924073,0.29556435,0.0038706549],"about_ca_topic_score_codex":0.0008956004,"about_ca_topic_score_gemma":0.004718682,"teacher_disagreement_score":0.7069632,"about_ca_system_score_codex":0.00021231608,"about_ca_system_score_gemma":0.00055423187,"threshold_uncertainty_score":0.9996559},"labels":[],"label_agreement":null},{"id":"W7019526498","doi":"","title":"Halifax County Virginia Strategic Plan For Agriculture And Forestry","year":2017,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Virginia Department of Agriculture and Consumer Services","keywords":"Agriculture; Plan (archaeology); Strategic planning; West virginia; Community forestry; Strategic development","score_opus":0.015632306587044977,"score_gpt":0.2415534233853221,"score_spread":0.22592111679827712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019526498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77248263,0.00012979377,0.0004406627,0.0025864556,0.00044488968,0.0012675499,0.0002427092,0.00035153466,0.22205375],"genre_scores_gemma":[0.9865508,0.000097895056,0.0015215212,0.00029761775,0.00025214144,0.000104126826,0.000061132414,0.000037101443,0.011077665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984406,0.000016548394,0.00023184424,0.0005094252,0.0002703441,0.0005312424],"domain_scores_gemma":[0.99876165,0.000049653718,0.0002236591,0.0007879338,0.000009681914,0.00016743646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027542797,0.00030845907,0.00024450637,0.0000495532,0.00087855104,0.0004166729,0.0008240286,0.000280336,0.0007719315],"category_scores_gemma":[0.000043594573,0.00024774933,0.000090003174,0.000107506006,0.00043159683,0.00043728595,0.0004393143,0.00027540105,0.00043420697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030961973,0.00032815832,0.16906819,0.00022724645,0.00017251451,0.00009414016,0.0004886482,0.0008244143,0.0046094595,0.078206286,0.71557045,0.030100876],"study_design_scores_gemma":[0.001837069,0.00029085285,0.1499398,0.00010378553,0.00011360873,0.00003330462,0.00012129246,0.0045933803,0.0004810924,0.02509485,0.8163478,0.001043199],"about_ca_topic_score_codex":0.0006553708,"about_ca_topic_score_gemma":0.00049605017,"teacher_disagreement_score":0.21406814,"about_ca_system_score_codex":0.00006562553,"about_ca_system_score_gemma":0.000009800117,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W7019599606","doi":"","title":"Hilton banks on continued net unit growth","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Quarter (Canadian coin); Net profit; Net income; Net worth","score_opus":0.016075447119112442,"score_gpt":0.20285817311348714,"score_spread":0.1867827259943747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019599606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65619636,0.00064989366,0.00064209703,0.0014965044,0.0008721158,0.0004363126,0.00024996258,0.00028000333,0.33917677],"genre_scores_gemma":[0.9777406,0.0003067375,0.00034138912,0.0018285409,0.00037003987,0.00004310543,0.00007639086,0.000092601535,0.019200593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732125,0.0000300803,0.0009815404,0.00088528614,0.00006495867,0.0007168972],"domain_scores_gemma":[0.9979286,0.00016858359,0.000602375,0.0010928912,0.000046720204,0.00016079844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006924411,0.0004221672,0.0009673493,0.00068629236,0.0002757033,0.00034729828,0.0007434666,0.00051243824,0.0026629043],"category_scores_gemma":[0.00014533564,0.0005027672,0.0003935742,0.0007602076,0.000092589224,0.00030325944,0.00012343665,0.0006500295,0.01784043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087807486,0.0001924356,0.10985999,0.00004350043,0.00017360647,0.000009330121,0.00017809465,0.00018928309,0.00009048235,0.8711878,0.015216196,0.0027714674],"study_design_scores_gemma":[0.0020441746,0.0003736827,0.07871821,0.000104337385,0.000042468422,0.00000771474,0.00004577437,0.0021049338,0.0011221529,0.07203328,0.8420509,0.0013523329],"about_ca_topic_score_codex":0.00096513785,"about_ca_topic_score_gemma":0.000093229624,"teacher_disagreement_score":0.82683474,"about_ca_system_score_codex":0.00014680965,"about_ca_system_score_gemma":0.000033599958,"threshold_uncertainty_score":0.9997424},"labels":[],"label_agreement":null},{"id":"W7019850860","doi":"","title":"Impacts of COVID-19 on U.S. aquaculture, aquaponics, and allied businesses: Quarter 1 Results","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Marine Fisheries Service; National Oceanic and Atmospheric Administration","keywords":"Cash; Quarter (Canadian coin); Production (economics); Service (business); Distancing; Food security","score_opus":0.02769280689586689,"score_gpt":0.2538166100999214,"score_spread":0.2261238032040545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019850860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276316,0.00079535437,0.00027108018,0.06260169,0.00031828257,0.0009496176,0.00060684804,0.00046136652,0.0063641444],"genre_scores_gemma":[0.9962952,0.00024625123,0.0002977785,0.002639054,0.00022914959,0.000016944516,0.00018890976,0.000004806683,0.00008192104],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978646,0.000084051586,0.00069490785,0.00058722077,0.00038583155,0.000383371],"domain_scores_gemma":[0.9986539,0.00031085528,0.0003941735,0.00019205987,0.00015175954,0.00029728538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005658929,0.0002998591,0.00042464022,0.00004930993,0.00026518587,0.000120280645,0.0004598457,0.00033673967,0.00013696897],"category_scores_gemma":[0.00066574133,0.00013230105,0.00010402039,0.0013037976,0.00014665393,0.00012792925,0.00012251869,0.0003750041,0.00006141821],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029666196,0.0010884941,0.0028304593,0.0005877637,0.00034325768,0.00011850475,0.0049207676,0.0005538706,0.55818427,0.19906098,0.19238634,0.036958665],"study_design_scores_gemma":[0.002410238,0.0023391773,0.0054456177,0.00027633976,0.00006426964,0.0000427096,0.0019973896,0.0029926745,0.008073918,0.0050944667,0.97002184,0.0012413836],"about_ca_topic_score_codex":0.00034123563,"about_ca_topic_score_gemma":0.00027455125,"teacher_disagreement_score":0.77763546,"about_ca_system_score_codex":0.000055387667,"about_ca_system_score_gemma":0.000052276388,"threshold_uncertainty_score":0.539508},"labels":[],"label_agreement":null},{"id":"W7019942984","doi":"","title":"Impact of predation by Laricobius nigrinus (Coleoptera: Derodontidae) and Leucotaraxis spp. (Diptera: Chamaemyiidae) on Adelges tsugae (Hemiptera: Adelgidae) and Tsuga canadensis (Pinales: Pinaceae) tree health","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Forest Service; U.S. Department of Agriculture","keywords":"Tsuga; Predation; Biological pest control; Range (aeronautics); Invasive species; Introduced species","score_opus":0.0072511732789605765,"score_gpt":0.2475724829193784,"score_spread":0.2403213096404178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019942984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99056756,0.001814032,0.00006835973,0.00039711612,0.00047454273,0.0017321245,0.00029378975,0.00024804228,0.0044044033],"genre_scores_gemma":[0.9854136,0.003983291,0.00033670125,0.00024851717,0.00006877207,0.00024864255,0.0015225965,0.0001452926,0.0080325985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955338,0.00019461551,0.0010618701,0.001492813,0.0006974048,0.0010195014],"domain_scores_gemma":[0.9976115,0.000209885,0.0009151434,0.0008308872,0.00004576758,0.00038678152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066602696,0.0009838402,0.0011769669,0.00057476526,0.00046218827,0.000119313256,0.000551583,0.00095329346,0.0007810255],"category_scores_gemma":[0.00011268505,0.00095670327,0.0002561183,0.0009334187,0.00033448194,0.00025720807,0.0002922622,0.0010442402,0.00014625843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027178456,0.0017364188,0.22342157,0.0022747417,0.0019710495,0.0002573185,0.00742917,0.0012461654,0.0058795544,0.0004570869,0.28186718,0.4707419],"study_design_scores_gemma":[0.0011895475,0.0019672874,0.987246,0.00072747446,0.00017952146,0.000029132447,0.0005376792,0.00036036264,0.00033209522,0.000258644,0.0062031434,0.00096911547],"about_ca_topic_score_codex":0.024338104,"about_ca_topic_score_gemma":0.072854444,"teacher_disagreement_score":0.7638244,"about_ca_system_score_codex":0.0009281443,"about_ca_system_score_gemma":0.00011487027,"threshold_uncertainty_score":0.9992883},"labels":[],"label_agreement":null},{"id":"W7020867546","doi":"","title":"A mixed methods investigation of how young adults in Virginia received, evaluated, and responded to COVID-19 public health messaging","year":2023,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Focus group; Public health; Young adult; Health Information National Trends Survey; Social media; Health care; Health communication; Survey data collection; Public opinion; Focus (optics)","score_opus":0.07721020710662296,"score_gpt":0.392412309362778,"score_spread":0.315202102256155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020867546","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09827115,0.030277388,0.06057442,0.50808895,0.0085925525,0.02640534,0.00096166454,0.01701702,0.24981155],"genre_scores_gemma":[0.29148895,0.027749617,0.13903582,0.008463453,0.002031082,0.0019518174,0.00038847985,0.0047659543,0.5241248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993651,0.0026718494,0.00075181836,0.0010783792,0.0008775326,0.0009694668],"domain_scores_gemma":[0.99655396,0.0008452531,0.00084331864,0.00074055704,0.0001658836,0.00085103296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00935577,0.0005064177,0.0010710794,0.0025450438,0.00035530666,0.0002093587,0.00074607687,0.00093900785,0.00036172618],"category_scores_gemma":[0.0067910138,0.0005493618,0.000119238844,0.0043292376,0.0001401336,0.000294371,0.00026426016,0.0007797032,0.0000354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037406452,0.00014662927,0.023744795,0.0011702587,0.00026920755,0.00010735294,0.053137638,0.00003719559,0.00044685169,0.011678189,0.7402703,0.16861752],"study_design_scores_gemma":[0.0023800908,0.00026654135,0.014846867,0.0028649478,0.00006534822,0.000007479912,0.010409452,0.00021496232,0.000059983657,0.003658848,0.96403956,0.001185888],"about_ca_topic_score_codex":0.015630055,"about_ca_topic_score_gemma":0.07800562,"teacher_disagreement_score":0.49962547,"about_ca_system_score_codex":0.00087307283,"about_ca_system_score_gemma":0.0021737171,"threshold_uncertainty_score":0.9996958},"labels":[],"label_agreement":null},{"id":"W7023695244","doi":"","title":"Oxygen dynamics in the bottom waters of lakes: Understanding the past to predict the future","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Leibniz-Gemeinschaft; Office of Energy Efficiency; Water Power Technologies Office; Cornell Atkinson Center for Sustainability, Cornell University; Oak Ridge National Laboratory; Institute for Critical Technology and Applied Science; Svenska Forskningsrådet Formas; UT-Battelle; Deutsche Forschungsgemeinschaft; Global Lake Ecological Observatory Network; Directorate for Biological Sciences; David R. Atkinson Center for a Sustainable Future , Cornell University; Battelle; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy; Vetenskapsrådet; National Science Foundation","keywords":"Biogeochemical cycle; Water quality; Climate change; Nutrient; Dissolved organic carbon; Microcosm; Oxygen; Hypoxia (environmental); Hypolimnion","score_opus":0.00682651495731668,"score_gpt":0.2181146355979219,"score_spread":0.21128812064060523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023695244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88506126,0.0011650554,0.00637904,0.015725518,0.005663474,0.005727656,0.0006068125,0.00029543575,0.07937575],"genre_scores_gemma":[0.9959793,0.00011430477,0.00011246831,0.00026034712,0.00028316258,0.00017508116,0.0003182136,0.00007448961,0.0026826195],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9975622,0.0001625204,0.0005994236,0.0004844816,0.0007588741,0.00043247393],"domain_scores_gemma":[0.9984444,0.00027930335,0.00026829322,0.00094191765,0.0000099924655,0.00005612189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012774365,0.00040729655,0.00036323225,0.000114905364,0.00028732856,0.00015777088,0.0016187241,0.00046412612,0.00014789449],"category_scores_gemma":[0.000025135563,0.00019635896,0.00018540393,0.0011039093,0.00013674016,0.00007921943,0.00015663673,0.0013146123,0.0001536271],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010233767,0.00079062406,0.092594415,0.0035954758,0.0013520406,0.00035617457,0.23120062,0.042333793,0.0010530733,0.2797805,0.3035437,0.04237622],"study_design_scores_gemma":[0.0010284273,0.00062589697,0.05607964,0.004421608,0.00094738684,0.0001248693,0.55223095,0.16534972,0.000059969792,0.054103427,0.16230577,0.0027223146],"about_ca_topic_score_codex":0.00031722084,"about_ca_topic_score_gemma":0.02368677,"teacher_disagreement_score":0.32103035,"about_ca_system_score_codex":0.00074298127,"about_ca_system_score_gemma":0.000037689948,"threshold_uncertainty_score":0.9941284},"labels":[],"label_agreement":null},{"id":"W7023836994","doi":"","title":"Photograph of Lincoln-Sudbury Regional High School students","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Field (mathematics); Work (physics); Data collection","score_opus":0.012222251985432954,"score_gpt":0.2728308908528299,"score_spread":0.26060863886739694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023836994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006715692,0.032097008,0.0010664669,0.00022969121,0.005411171,0.00877457,0.0040200576,0.012386341,0.929299],"genre_scores_gemma":[0.064702235,0.0022667123,0.014095355,0.0003874858,0.0038761194,0.0008974776,0.001102635,0.010939045,0.9017329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99193877,0.0003840648,0.0013996623,0.0015694308,0.0030446742,0.0016634195],"domain_scores_gemma":[0.9930508,0.00022164713,0.0022426227,0.0034381847,0.00023354689,0.00081318925],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0016058506,0.0016778592,0.002070081,0.003923037,0.00014170934,0.00012969424,0.0036452077,0.0033074182,0.030153869],"category_scores_gemma":[0.00021179832,0.0016981578,0.0008480704,0.0030160213,0.00085308315,0.00023651835,0.0010184356,0.0025827838,0.018375978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002845382,0.001251923,0.011331254,0.00028424076,0.0011473355,0.000048407204,0.000035036373,0.000005097766,0.0014306258,0.0008306854,0.9804606,0.0028902711],"study_design_scores_gemma":[0.0022010307,0.00013080207,0.0058836043,0.0029266782,0.0005853218,0.00005264165,0.000049127397,0.000003828486,0.00045499156,0.00037996564,0.98553586,0.001796166],"about_ca_topic_score_codex":0.0013307927,"about_ca_topic_score_gemma":0.00020036944,"teacher_disagreement_score":0.057986546,"about_ca_system_score_codex":0.0003926627,"about_ca_system_score_gemma":0.0002948731,"threshold_uncertainty_score":0.9997183},"labels":[],"label_agreement":null},{"id":"W7024691278","doi":"","title":"Situation Analysis Report: Halifax County, 2018","year":2020,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Situation analysis; Ethnic group; Demographics; Agriculture; Quality (philosophy); Qualitative analysis; Tracking (education); Food security","score_opus":0.008941348681974801,"score_gpt":0.25520285872905546,"score_spread":0.24626151004708066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024691278","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042230706,0.00053470844,0.04176228,0.00067199935,0.00030098297,0.00037140687,0.0004966878,0.00055344595,0.9548862],"genre_scores_gemma":[0.86550874,0.00004437502,0.0017302439,0.00012670187,0.001961273,0.00017925468,0.001374598,0.00049045135,0.12858434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825966,0.000037753467,0.00037698844,0.0006087469,0.000351681,0.00036515706],"domain_scores_gemma":[0.9988805,0.000036160687,0.00034582408,0.0005626336,0.000023765399,0.00015113791],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009520162,0.000421398,0.00069057767,0.00015211405,0.00011866862,0.000075509604,0.00029495388,0.00016695683,0.006614325],"category_scores_gemma":[0.000008167346,0.0003841694,0.00039329374,0.00089637504,0.00020581766,0.000048265603,0.00023538666,0.00032610045,0.0008676489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026643826,0.00032360185,0.00522214,0.000028023405,0.004458085,0.00004922731,0.00016531035,0.000029395584,0.0011939957,0.08808135,0.892848,0.0075742267],"study_design_scores_gemma":[0.0004815705,0.000058324906,0.00016711946,0.00011840327,0.002008806,0.000001776021,0.00020699602,0.0008385409,0.009367869,0.030723048,0.9549125,0.0011150433],"about_ca_topic_score_codex":0.00088444893,"about_ca_topic_score_gemma":0.000013804513,"teacher_disagreement_score":0.86508644,"about_ca_system_score_codex":0.000040695646,"about_ca_system_score_gemma":0.000023512886,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W7025439047","doi":"","title":"Using UAVs and NDVI Readings to Predict Grower N Rates in North Carolina Cotton","year":2022,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lint; Normalized Difference Vegetation Index; Sowing; Vegetation (pathology); Plot (graphics); Hydrology (agriculture)","score_opus":0.038539273695177456,"score_gpt":0.31924580913693384,"score_spread":0.2807065354417564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025439047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9351628,0.010749628,0.0012333599,0.0010155388,0.002094282,0.0035189858,0.00088592066,0.001139139,0.04420037],"genre_scores_gemma":[0.9833757,0.0038997908,0.006097202,0.00052817527,0.00088024116,0.0002251654,0.001024437,0.00029965327,0.0036696044],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958812,0.00007807861,0.0008751178,0.0010847568,0.0012733224,0.00080750795],"domain_scores_gemma":[0.99765277,0.000403556,0.00035851018,0.0008601095,0.00023033291,0.000494707],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009947559,0.0006751207,0.0012913687,0.0010382888,0.00019460122,0.00006541531,0.0003557511,0.0008161759,0.00025180454],"category_scores_gemma":[0.0023188593,0.00066826266,0.00018317375,0.0014137429,0.00013656942,0.00011112917,0.0007599255,0.0023097896,0.000018027586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008339638,0.00042143944,0.8851303,0.0012869356,0.00034063336,0.0043169,0.0008879762,0.0005450888,0.00038416893,0.000104093924,0.078067765,0.027680747],"study_design_scores_gemma":[0.003453719,0.0019338854,0.33931994,0.006843474,0.0013664054,0.0031873903,0.0004297788,0.0017733808,0.00075666944,0.0001907204,0.63835776,0.002386899],"about_ca_topic_score_codex":0.0035786354,"about_ca_topic_score_gemma":0.00077882526,"teacher_disagreement_score":0.56029,"about_ca_system_score_codex":0.0009015123,"about_ca_system_score_gemma":0.0008408389,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W7026567907","doi":"","title":"Annual Narrative Report of Home Demonstration Work in Halifax County, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Narrative; Period (music); Annual report","score_opus":0.017861491160133743,"score_gpt":0.2987373922595493,"score_spread":0.28087590109941557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026567907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4517061,0.050043087,0.0028025515,0.003144474,0.03158112,0.018327763,0.060015548,0.0140072135,0.36837214],"genre_scores_gemma":[0.96590513,0.0013981471,0.0037147747,0.000051609546,0.0015435123,0.0010486661,0.0049342457,0.0019035366,0.019500399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98306084,0.0005270521,0.0055828732,0.003406586,0.0055412445,0.0018814346],"domain_scores_gemma":[0.9887677,0.00055850163,0.004281693,0.0035419678,0.0023995198,0.00045060986],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0082876,0.0024007724,0.0038416882,0.0045683696,0.00021495043,0.00026950976,0.0018273137,0.004694111,0.0006735284],"category_scores_gemma":[0.0020303645,0.002501428,0.0011007986,0.009057132,0.0012402057,0.0008535714,0.0009174878,0.0066458746,0.0016916456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0010804171,0.0013277084,0.00967762,0.0023036879,0.0019009726,0.02875827,0.0055861003,0.0008182483,0.00303694,0.0011060924,0.9296811,0.014722845],"study_design_scores_gemma":[0.0023252885,0.00072642835,0.01519044,0.022460902,0.0018249394,0.009565266,0.0050498233,0.00021976866,0.0025541598,0.0076633263,0.9254646,0.0069550993],"about_ca_topic_score_codex":0.0017903104,"about_ca_topic_score_gemma":0.001987848,"teacher_disagreement_score":0.514199,"about_ca_system_score_codex":0.0039664553,"about_ca_system_score_gemma":0.007082418,"threshold_uncertainty_score":0.9998571},"labels":[],"label_agreement":null},{"id":"W7026686219","doi":"","title":"Annual narrative report home demonstration work, Prince George county, Virginia","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Narrative; Annual report; Work (physics); Historical record","score_opus":0.016157974880268454,"score_gpt":0.24114381472443863,"score_spread":0.22498583984417017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026686219","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29087156,0.004796088,0.021780606,0.018120864,0.021444246,0.0024389855,0.0017408107,0.007218991,0.63158786],"genre_scores_gemma":[0.89299214,0.000044814806,0.00048867473,0.0005316724,0.0017293245,0.00014627217,0.00029569629,0.00007170923,0.10369967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975645,0.000065193504,0.0007541951,0.0006223923,0.00055126305,0.0004424537],"domain_scores_gemma":[0.99875146,0.00015957959,0.00017685059,0.00051520125,0.000253554,0.00014334176],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007630773,0.00033676095,0.00032571075,0.00035988563,0.00072167465,0.00027130893,0.00033655338,0.00025316674,0.0054611606],"category_scores_gemma":[0.00013901036,0.00029958648,0.00013831706,0.0005255475,0.0007687954,0.00084980717,0.00008715571,0.00094275596,0.00060424407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046395486,0.00016245474,0.0001190033,0.000096006326,0.000113966176,0.0006189809,0.029140137,0.000009951535,0.0001493537,0.59946835,0.35155183,0.018523565],"study_design_scores_gemma":[0.00015643505,0.00008756358,0.00023292046,0.00030662547,0.000041111187,0.0000830363,0.0028428405,0.0001687333,0.00005413938,0.005242204,0.9903758,0.0004085503],"about_ca_topic_score_codex":0.00004620849,"about_ca_topic_score_gemma":0.0001838647,"teacher_disagreement_score":0.638824,"about_ca_system_score_codex":0.0001750434,"about_ca_system_score_gemma":0.00025155835,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W7026872634","doi":"","title":"Annual Narrative Report of H.A. Noblin, Agricultural Agent, Prince George County and City of Hopewell, Virginia 1935","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Narrative; Work (physics); Agriculture; Historical record","score_opus":0.01816313741933291,"score_gpt":0.29047183960175216,"score_spread":0.27230870218241926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026872634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8150866,0.02355191,0.0002659501,0.00057217845,0.0060708495,0.0064814324,0.046421196,0.0029443246,0.098605566],"genre_scores_gemma":[0.93318766,0.00607643,0.0031380884,0.000045570927,0.0013704717,0.00049059204,0.003543366,0.0012356507,0.05091215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9849527,0.00038249753,0.0048245355,0.0033159275,0.0049101263,0.0016142413],"domain_scores_gemma":[0.9849095,0.00045052098,0.006358586,0.003106858,0.0045645167,0.00061004417],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005601522,0.0024319978,0.004279455,0.001787311,0.00030028124,0.00017561088,0.0017653819,0.0031667752,0.00045637655],"category_scores_gemma":[0.0021580681,0.0020494785,0.0011719894,0.0041027684,0.0020814585,0.00078830594,0.0021213987,0.0045512766,0.00026118514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095734914,0.0020542948,0.010252666,0.008534984,0.00607397,0.010220466,0.006876573,0.000115441486,0.04468738,0.0012188819,0.9019072,0.0071008024],"study_design_scores_gemma":[0.001461431,0.00066884933,0.031723954,0.006852484,0.0022849105,0.007945696,0.0030290575,0.0000351585,0.012726891,0.0007534463,0.9288048,0.0037132772],"about_ca_topic_score_codex":0.0016710395,"about_ca_topic_score_gemma":0.00061404676,"teacher_disagreement_score":0.11810109,"about_ca_system_score_codex":0.0015026008,"about_ca_system_score_gemma":0.0029708897,"threshold_uncertainty_score":0.9988417},"labels":[],"label_agreement":null},{"id":"W7027003995","doi":"","title":"The Best Ski Resorts in the U.S. and Canada: 2021 Readers' Choice Awards","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Work (physics); Placemaking; Clothing","score_opus":0.017665940558143925,"score_gpt":0.2991531579817212,"score_spread":0.2814872174235773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027003995","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26268208,0.00794046,0.000029412897,0.2941344,0.0012462079,0.0011978192,0.00003721055,0.00012124559,0.43261114],"genre_scores_gemma":[0.983566,0.003311703,0.00018704843,0.0007128002,0.00061350875,0.00005313501,0.0000052931487,0.000024683637,0.011525869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967803,0.00053542166,0.00023625314,0.00041486413,0.0012724878,0.00076068507],"domain_scores_gemma":[0.99749535,0.0014488135,0.00007190516,0.0006755207,0.00015708596,0.00015135086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022253806,0.0001603893,0.00018585069,0.000079175064,0.0013851778,0.00060393446,0.001029133,0.00018743036,0.00023363417],"category_scores_gemma":[0.002295294,0.00011301288,0.00005281914,0.000987068,0.0006352292,0.00019095032,0.00030469822,0.00082835887,0.00003740218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005229321,0.00030689957,0.026474591,0.00003314624,0.00012284369,0.0053671477,0.00992803,0.000033806115,0.000115176495,0.06672359,0.7022902,0.18855226],"study_design_scores_gemma":[0.00023791633,0.00001938359,0.009063278,0.000058560312,0.000014546615,0.000009338256,0.05136649,0.000017161114,0.00008667266,0.0018313364,0.9371044,0.00019091318],"about_ca_topic_score_codex":0.7810658,"about_ca_topic_score_gemma":0.9670664,"teacher_disagreement_score":0.72088385,"about_ca_system_score_codex":0.00026573907,"about_ca_system_score_gemma":0.0017932621,"threshold_uncertainty_score":0.9999149},"labels":[],"label_agreement":null},{"id":"W7027026394","doi":"","title":"Building Stories: Critical Geography of Architecture and the Study of Everyday Practice in Detroit, Michigan","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Everyday life; Architecture; Meaning (existential); Embodied cognition; Narrative; TRACE (psycholinguistics); Field (mathematics); Critical practice; Space (punctuation)","score_opus":0.00856797530326455,"score_gpt":0.32811231082833364,"score_spread":0.3195443355250691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027026394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990556,0.0031047072,0.000077945595,0.0007302111,0.0008345115,0.000896321,0.00003761969,0.00012382011,0.0036388643],"genre_scores_gemma":[0.9975942,0.0005012896,0.0008123487,0.000028269527,0.00013273365,0.0000681107,0.000011757619,0.00004386267,0.0008074571],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972764,0.0005263634,0.0005549536,0.0004307511,0.0008468039,0.00036471727],"domain_scores_gemma":[0.994359,0.0044594454,0.0005536875,0.00037112267,0.00019378796,0.00006292311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020398106,0.00025542124,0.0005998484,0.00039825038,0.0002812575,0.000062581006,0.0005839994,0.00043156566,0.000007586728],"category_scores_gemma":[0.006944189,0.00020988309,0.000115763345,0.001492497,0.0005431599,0.00013118061,0.00006404851,0.0010987482,0.0000014178171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004122426,0.0018137828,0.048584174,0.000919963,0.000808852,0.00016931068,0.85784024,0.0003152642,0.0004214428,0.054035604,0.0037272885,0.027241662],"study_design_scores_gemma":[0.0054896553,0.0011266592,0.15235578,0.0046823253,0.0012176284,0.000010025541,0.7446655,0.00005882387,0.00034096805,0.023020592,0.06543229,0.0015997365],"about_ca_topic_score_codex":0.013265271,"about_ca_topic_score_gemma":0.022042826,"teacher_disagreement_score":0.1131747,"about_ca_system_score_codex":0.00003067565,"about_ca_system_score_gemma":0.00015677462,"threshold_uncertainty_score":0.99580234},"labels":[],"label_agreement":null},{"id":"W7027078116","doi":"","title":"Cards from Nova Southeastern University","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Nova scotia; Metis; White (mutation); Work (physics)","score_opus":0.01476457749435236,"score_gpt":0.2199022298335835,"score_spread":0.20513765233923115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027078116","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036923602,0.0030114625,0.0024144666,0.000096951306,0.0020943892,0.0009816585,0.009269397,0.006800164,0.9749623],"genre_scores_gemma":[0.028212657,0.00010962115,0.004901855,0.00007538989,0.0026999055,0.000008521339,0.0010426963,0.0055218246,0.9574275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572974,0.00023624605,0.00041738615,0.0013319664,0.0009540517,0.0013306299],"domain_scores_gemma":[0.9958051,0.000097947144,0.00076051184,0.0027506466,0.000078992416,0.00050684164],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037731032,0.0012416916,0.0012488184,0.0014361091,0.0001364616,0.000091209535,0.0019316127,0.0026185785,0.048524372],"category_scores_gemma":[0.000044001816,0.0013665042,0.000496168,0.0012387977,0.00042077512,0.00018038873,0.00080454256,0.0017838576,0.10587195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011282937,0.00020303707,0.0019725533,0.00004460894,0.0005495225,0.00015840812,0.00019581488,0.0000027499116,0.00046619796,0.0006224091,0.9841819,0.0114899855],"study_design_scores_gemma":[0.0010887656,0.00002780578,0.00058576924,0.0006768285,0.00053542777,0.00001250126,0.00023579011,0.000021175181,0.0000830172,0.00011447934,0.99508667,0.0015317926],"about_ca_topic_score_codex":0.006035889,"about_ca_topic_score_gemma":0.0021358132,"teacher_disagreement_score":0.05734758,"about_ca_system_score_codex":0.0003662426,"about_ca_system_score_gemma":0.00016966055,"threshold_uncertainty_score":0.9988784},"labels":[],"label_agreement":null},{"id":"W7027291782","doi":"","title":"Card from Atlanta Metropolitan College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Atlanta; Metropolitan area; Quarter (Canadian coin)","score_opus":0.01137917911225537,"score_gpt":0.2452859919220381,"score_spread":0.23390681280978273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027291782","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014180614,0.014232435,0.00036840266,0.00015223313,0.002182091,0.0017066974,0.022971408,0.008212361,0.9500326],"genre_scores_gemma":[0.017509427,0.00052772055,0.01001062,0.00022055536,0.0061399727,0.00032421964,0.0026915146,0.011511458,0.9510645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99310356,0.00035986386,0.00096165447,0.0018127279,0.001519524,0.00224266],"domain_scores_gemma":[0.99368525,0.0002647361,0.0010943221,0.004044261,0.00009443845,0.00081699697],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00061718875,0.0019243176,0.0022381418,0.0022044643,0.00020917715,0.00013612464,0.0024083403,0.0034918424,0.043116186],"category_scores_gemma":[0.00016601112,0.0019028457,0.0007211832,0.0020767183,0.000587574,0.00019929389,0.0008114548,0.0023255232,0.08713976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007271402,0.00021583567,0.0007906119,0.000058228063,0.0009070104,0.00014211657,0.000036750218,3.9028075e-7,0.0007518508,0.010723032,0.98515546,0.0011460013],"study_design_scores_gemma":[0.0011635985,0.00006122409,0.00026883758,0.0008066201,0.00080232,0.00003638174,0.00024164142,0.000017814291,0.00056443864,0.0010296964,0.99279773,0.0022097214],"about_ca_topic_score_codex":0.010110936,"about_ca_topic_score_gemma":0.0022555534,"teacher_disagreement_score":0.04402358,"about_ca_system_score_codex":0.0019539497,"about_ca_system_score_gemma":0.000221486,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W7027582228","doi":"","title":"Critical Hiring and Compensation Exceptions First Quarter Fy 2020-21","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salary; Quarter (Canadian coin); Compensation (psychology); Presentation (obstetrics); Compensation of employees","score_opus":0.012747696838630855,"score_gpt":0.2703564280896871,"score_spread":0.2576087312510562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027582228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010903894,0.011844781,0.018351529,0.005355018,0.0026025975,0.0022741393,0.0012478547,0.006821948,0.95041174],"genre_scores_gemma":[0.35982952,0.0021289028,0.040388636,0.0007825615,0.0062077474,0.00099412,0.0029835287,0.00970282,0.57698214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595594,0.00020488127,0.0006944441,0.0014653167,0.00074727356,0.00093215116],"domain_scores_gemma":[0.99729615,0.00039270098,0.00031417445,0.001479975,0.00015824621,0.00035875392],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041380496,0.00094068056,0.0010153757,0.0008701927,0.0003651928,0.00044098782,0.0005276816,0.0016202161,0.028111378],"category_scores_gemma":[0.00041386907,0.0010559678,0.00025836317,0.001075302,0.00063126,0.00018204353,0.0004021452,0.0015868967,0.0051579047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022819071,0.00021471607,0.00054483925,0.0003835912,0.00016696559,0.00018572068,0.00016029306,0.000011650194,0.0009146656,0.0034754695,0.99133354,0.0025857268],"study_design_scores_gemma":[0.00091735367,0.00008210133,0.0030799422,0.0032698447,0.000293738,0.00022160026,0.00025662754,0.0006888798,0.00006430704,0.0008873095,0.9886901,0.0015482315],"about_ca_topic_score_codex":0.00019102059,"about_ca_topic_score_gemma":0.0012400053,"teacher_disagreement_score":0.37342957,"about_ca_system_score_codex":0.00027643103,"about_ca_system_score_gemma":0.00010164422,"threshold_uncertainty_score":0.99967587},"labels":[],"label_agreement":null},{"id":"W7027819001","doi":"","title":"Detecting and Modeling Landfast Ice in the Alaskan Bering Sea","year":2020,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Fast ice; Arctic ice pack; Antarctic sea ice; Drift ice; Ice shelf; Iceberg","score_opus":0.011914749432171813,"score_gpt":0.21728961330366153,"score_spread":0.20537486387148973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027819001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784465,0.00061606994,0.0017457514,0.00053576496,0.00044968296,0.00041965177,0.000042218224,0.00015697672,0.01758738],"genre_scores_gemma":[0.99703187,0.0003636882,0.0013118833,0.00026548724,0.00020545082,0.0000056687,0.0006102518,0.000020798669,0.00018491005],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830943,0.00007607619,0.00036731045,0.0004774736,0.00034710625,0.00042260534],"domain_scores_gemma":[0.99923825,0.00025312896,0.00014947004,0.000241781,0.000026422054,0.00009092767],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046488116,0.00032958193,0.00033150474,0.00015025676,0.00036831506,0.00016531271,0.000446695,0.00034881246,0.00014174278],"category_scores_gemma":[0.000112918,0.00025425304,0.00007585247,0.00045352583,0.000042034044,0.00017109518,0.000023035052,0.0012974916,0.00004381918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005398883,0.00006618915,0.28804773,0.0012285725,0.00018476084,0.0005022943,0.031627063,0.035421494,0.00011045791,0.0004150474,0.00022103674,0.6416355],"study_design_scores_gemma":[0.0003625778,0.00010337934,0.024822785,0.0005124637,0.00009864059,0.00007231366,0.019884128,0.95069444,0.000018701976,0.0012325429,0.00154002,0.0006579844],"about_ca_topic_score_codex":0.0021081711,"about_ca_topic_score_gemma":0.011501854,"teacher_disagreement_score":0.91527295,"about_ca_system_score_codex":0.000009827981,"about_ca_system_score_gemma":0.0000608978,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W7028182805","doi":"","title":"Education and Research in Agriculture (USAID/ERA) 3rd Quarter Report: 1 April-30 June 2015","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Agriculture; Corporate governance; Agricultural education; Period (music); Agricultural development","score_opus":0.03885080842077802,"score_gpt":0.37115429688556506,"score_spread":0.332303488464787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028182805","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06351315,0.06068591,0.00017291968,0.011673392,0.022943346,0.019159066,0.001487546,0.0041255993,0.81623906],"genre_scores_gemma":[0.43606976,0.0115143,0.0044473377,0.00021264299,0.00939139,0.003815656,0.00951668,0.00266298,0.52236927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98434484,0.0009858989,0.0027339852,0.0036741882,0.005909841,0.0023512626],"domain_scores_gemma":[0.98874336,0.00056467653,0.00200241,0.004539598,0.0035055042,0.0006444438],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.013208299,0.0016957342,0.002353033,0.004606577,0.00040197492,0.0007533456,0.0016392665,0.0049332194,0.00082092185],"category_scores_gemma":[0.0018099389,0.0015198609,0.0004221305,0.005417152,0.0006156658,0.0007647864,0.0010683269,0.0103158,0.008424249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000086043285,0.00081705424,0.0025832076,0.00076676806,0.00016682883,0.00082450744,0.00036664735,0.000014976544,0.0023536982,0.00014600425,0.9753428,0.016531449],"study_design_scores_gemma":[0.00082416425,0.00020067203,0.010367743,0.004071439,0.00017351373,0.0029952566,0.0008443571,0.000024866818,0.00036368455,0.0012884513,0.9769087,0.001937139],"about_ca_topic_score_codex":0.0025504709,"about_ca_topic_score_gemma":0.0011708268,"teacher_disagreement_score":0.37255663,"about_ca_system_score_codex":0.003932753,"about_ca_system_score_gemma":0.0075357067,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W7028697971","doi":"","title":"Estimating the effectiveness of stone columns in mitigating post-liquefaction settlement using Plaxis 2D","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Limiting; Work (physics); Parametric statistics; Loss and damage","score_opus":0.005557786153464041,"score_gpt":0.2412718509171828,"score_spread":0.23571406476371878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028697971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798111,0.000793056,0.015116861,0.000012628162,0.0017028317,0.00094709016,0.000090456364,0.0008769418,0.0006490491],"genre_scores_gemma":[0.9970428,0.000030611118,0.0018530206,0.0000031500315,0.00008765686,0.00018679959,0.0005783107,0.00017420077,0.00004348018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800926,0.00011462685,0.00072612264,0.00039575098,0.00037363128,0.00038060913],"domain_scores_gemma":[0.9988375,0.00044154222,0.00014130694,0.00041413252,0.00011464271,0.000050897754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011273272,0.00043611138,0.0005311962,0.00041093698,0.00009392972,0.0000720637,0.00027597506,0.0006493131,0.000023102713],"category_scores_gemma":[0.00030820104,0.00041407376,0.0001591733,0.0009989574,0.000040534687,0.000114068906,0.00004366549,0.001297953,0.0000069047082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030217128,0.00002392154,0.00003844235,0.0030898915,0.000068524176,0.00000647713,0.00049432134,0.96359843,0.026987355,0.00017513956,0.0000141090195,0.0054731597],"study_design_scores_gemma":[0.00026763103,0.000065840264,0.0051315743,0.0063059353,0.00012572098,0.000009657566,0.0005754973,0.9715705,0.014608853,0.0007430099,0.000068780464,0.0005270033],"about_ca_topic_score_codex":0.0003136071,"about_ca_topic_score_gemma":0.00023855628,"teacher_disagreement_score":0.017231684,"about_ca_system_score_codex":0.00047112175,"about_ca_system_score_gemma":0.00006660369,"threshold_uncertainty_score":0.9998311},"labels":[],"label_agreement":null},{"id":"W7029015360","doi":"","title":"Halifax, VA: Keziah Walker Neighborhood Garden Conceptual Master Plan","year":2004,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Master plan; Plan (archaeology); Acre; George (robot)","score_opus":0.03307391021912269,"score_gpt":0.20138679930031517,"score_spread":0.16831288908119246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029015360","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12119428,0.0029931397,0.000281729,0.0066192304,0.0019066702,0.0007727622,0.00022277383,0.0013937436,0.8646157],"genre_scores_gemma":[0.9703692,0.00012916437,0.000101680555,0.0014180905,0.0013768002,0.000054569013,0.000066765846,0.00005322528,0.026430491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982049,0.000027804164,0.00037633092,0.00044399418,0.00035240786,0.0005945658],"domain_scores_gemma":[0.9992399,0.00004289781,0.00012055236,0.00036675867,0.00010574153,0.00012412299],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010701377,0.00039704944,0.0004061584,0.00008068132,0.00064435386,0.0002939029,0.00038834702,0.00017406027,0.006049258],"category_scores_gemma":[0.000018449498,0.00027486274,0.00019259623,0.00008652679,0.00044351944,0.0002834371,0.00017121904,0.00041248323,0.0018736459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019965334,0.00045872864,0.0019850645,0.00006594185,0.0006450894,0.00020777537,0.08792816,0.00008321511,0.00042633928,0.6529079,0.24086256,0.014229538],"study_design_scores_gemma":[0.0015324375,0.0002177465,0.0003445315,0.0001166543,0.00008619429,0.00002018046,0.01498308,0.000008045156,0.00044004354,0.0062306626,0.9753906,0.00062980026],"about_ca_topic_score_codex":0.00014436204,"about_ca_topic_score_gemma":0.00077585276,"teacher_disagreement_score":0.8491749,"about_ca_system_score_codex":0.00007243266,"about_ca_system_score_gemma":0.00003017458,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W7029057579","doi":"","title":"Hotel Equities expands regional sales team","year":2018,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; Portfolio; Sales management; Hotel industry; Tourism","score_opus":0.049972996826951915,"score_gpt":0.2996423670763528,"score_spread":0.24966937024940086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029057579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056295402,0.0015517216,0.00028101736,0.0057787807,0.0018969965,0.00032668954,0.00001867804,0.0011704807,0.93268025],"genre_scores_gemma":[0.9659037,0.00082302094,0.0006939073,0.000546274,0.0019216076,0.00002979739,0.0000072385974,0.000016220654,0.030058231],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983397,0.000061230356,0.00020271078,0.00032468978,0.0005517291,0.0005199399],"domain_scores_gemma":[0.9992926,0.0000807089,0.000091091635,0.00019127478,0.00018952263,0.00015477452],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034007654,0.0001831468,0.00023614048,0.00008610238,0.0017974409,0.0001216813,0.0004786166,0.00021295986,0.00083322293],"category_scores_gemma":[0.00017196906,0.00014784948,0.00012738703,0.00050277024,0.0016611926,0.0002655834,0.00018354162,0.00021431713,0.0010409716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007136683,0.00014578954,0.00105459,0.0000129559,0.00007610656,0.000011990146,0.021926643,8.258945e-7,0.00054439256,0.25976476,0.6797727,0.036617916],"study_design_scores_gemma":[0.0001628489,0.00009135601,0.0011816261,0.00003845943,0.000017647679,0.0000013426338,0.0070989886,0.0000027995998,0.0000819392,0.0051365797,0.98593545,0.00025097444],"about_ca_topic_score_codex":0.0017304742,"about_ca_topic_score_gemma":0.0012625828,"teacher_disagreement_score":0.9096083,"about_ca_system_score_codex":0.00022466092,"about_ca_system_score_gemma":0.00006827485,"threshold_uncertainty_score":0.99973685},"labels":[],"label_agreement":null},{"id":"W7029089866","doi":"","title":"Identity Style, Acculturation Strategies and Employment Status Of Formally Educated Foreign-Born African Women In The United States","year":2005,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Mainstream; Identity (music); Style (visual arts); Metropolitan area; Cultural identity","score_opus":0.02034927801531144,"score_gpt":0.33159698869301224,"score_spread":0.3112477106777008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029089866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695982,0.0007279973,0.000017137927,0.00045903094,0.00022875395,0.00079786434,0.000048095128,0.00008021735,0.028042749],"genre_scores_gemma":[0.98593867,0.010931918,0.000056277473,0.00004815812,0.00019718955,0.00015127259,0.0014645834,0.000026001564,0.001185921],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972631,0.00021197807,0.0005665037,0.00032202,0.0009364681,0.00069997757],"domain_scores_gemma":[0.99862397,0.00024806155,0.0004952438,0.00018801226,0.0003400302,0.000104692146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011477591,0.000298941,0.00035503972,0.00049856975,0.0003815568,0.0005134042,0.00065856555,0.00037943892,0.00014892021],"category_scores_gemma":[0.00017879963,0.00023690528,0.00008080049,0.0008932233,0.00015405689,0.0009789292,0.00004881198,0.00047456136,0.0000060222583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046250707,0.00042253418,0.001827512,0.00013426713,0.00020367924,0.000007483024,0.8884439,0.00017613407,0.00013039427,0.09628249,0.0005946469,0.011314456],"study_design_scores_gemma":[0.0004220101,0.00012413171,0.02815075,0.00013828858,0.00003683934,4.234779e-7,0.943478,0.00003637788,0.000065486754,0.0088214325,0.018429734,0.00029650918],"about_ca_topic_score_codex":0.019504761,"about_ca_topic_score_gemma":0.13623168,"teacher_disagreement_score":0.11672692,"about_ca_system_score_codex":0.00052125845,"about_ca_system_score_gemma":0.00035656628,"threshold_uncertainty_score":0.9870244},"labels":[],"label_agreement":null},{"id":"W7029190501","doi":"","title":"Hyper-Kamiokande Physics Opportunities","year":2018,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Detector; Neutrino; Neutrino oscillation; Baseline (sea); Neutrino detector; Cherenkov radiation; Current (fluid); Cherenkov detector; Solar neutrino problem","score_opus":0.049970610827773286,"score_gpt":0.26616099261257886,"score_spread":0.21619038178480557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029190501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053846667,0.0017361286,0.0023017733,0.00016921003,0.0017114141,0.0011398585,0.0010825581,0.010147478,0.98165774],"genre_scores_gemma":[0.0010603111,0.0009926853,0.0053014215,0.0003598836,0.0053936886,0.0002466321,0.0007251874,0.00873492,0.97718525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947255,0.00019934875,0.0007667253,0.0015325239,0.0012691105,0.0015067752],"domain_scores_gemma":[0.99497503,0.000116959454,0.0010592195,0.0032220883,0.00017898317,0.0004477485],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005819764,0.001681796,0.0015485198,0.0011927094,0.00024214578,0.00025511676,0.0019837809,0.002310247,0.032094974],"category_scores_gemma":[0.000118804935,0.0016898015,0.0005182441,0.0011787206,0.0012929942,0.00021562944,0.00066799973,0.0013509736,0.0852558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037412807,0.00019421159,0.00006199687,0.00012579493,0.00031997828,0.00009673041,0.000053408734,0.0000017869339,0.00023971267,0.004669309,0.967928,0.026271671],"study_design_scores_gemma":[0.00078086136,0.00014128849,0.000016518878,0.0013224279,0.00030369722,0.000053491072,0.00012897917,0.00008033743,0.00041327413,0.0020683503,0.9926906,0.0020001808],"about_ca_topic_score_codex":0.00021591678,"about_ca_topic_score_gemma":0.00017872562,"teacher_disagreement_score":0.053160828,"about_ca_system_score_codex":0.0003176405,"about_ca_system_score_gemma":0.00034656996,"threshold_uncertainty_score":0.9995929},"labels":[],"label_agreement":null},{"id":"W7032773634","doi":"","title":"The Bugle, 1896","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Yearbook; West virginia; Virginia tech; Quarter (Canadian coin)","score_opus":0.010454980054327356,"score_gpt":0.1956479729112625,"score_spread":0.18519299285693516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032773634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016791929,0.008123511,0.00010332866,0.001976422,0.0012211123,0.00077834795,0.00032121575,0.0011646325,0.98463225],"genre_scores_gemma":[0.33981684,0.0018222567,0.00020157454,0.00038186947,0.0053277216,0.00031530258,0.0007235078,0.000022979371,0.65138793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986118,0.00005911644,0.00022228589,0.00033753857,0.00023143341,0.00053780986],"domain_scores_gemma":[0.99924546,0.0001731681,0.00022389347,0.00020529667,0.000023913712,0.00012826352],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025154772,0.00031434203,0.0002406348,0.000019682482,0.00035897506,0.00014218282,0.0006159694,0.0006122644,0.00653531],"category_scores_gemma":[0.000039493607,0.00009948504,0.0001758973,0.00037375407,0.00013118488,0.000049306112,0.00016692372,0.00041465161,0.0010569079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009758269,0.000036602087,0.00038582788,0.000003866322,0.000018234607,0.000001691302,0.0000018460617,5.2411764e-8,0.000094873954,0.001800575,0.4582128,0.5394339],"study_design_scores_gemma":[0.000061723935,0.000040338873,0.0021129637,0.00006849109,0.00002427275,0.000005654207,0.000026249147,0.0000025442228,0.00007612975,0.00024497035,0.99703765,0.0002989907],"about_ca_topic_score_codex":0.00036737445,"about_ca_topic_score_gemma":0.0023659987,"teacher_disagreement_score":0.5391349,"about_ca_system_score_codex":0.00004263889,"about_ca_system_score_gemma":0.0000095746245,"threshold_uncertainty_score":0.9997209},"labels":[],"label_agreement":null},{"id":"W7033221645","doi":"","title":"Photograph of students at the Halifax Christian School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photography; Reflection (computer programming); Agency (philosophy); Set (abstract data type)","score_opus":0.009377302636506588,"score_gpt":0.2683243791017097,"score_spread":0.2589470764652031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033221645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047963546,0.035782874,0.00022649331,0.00019702903,0.002506792,0.00560623,0.004838906,0.004758504,0.9412868],"genre_scores_gemma":[0.07866773,0.0012661903,0.0013936588,0.0002630385,0.0015262817,0.00068142713,0.00062963547,0.007167663,0.90840435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933763,0.00047093397,0.0010695993,0.0012030054,0.0023755787,0.0015045819],"domain_scores_gemma":[0.9929174,0.0002159965,0.0018630308,0.004319505,0.00012440282,0.0005596426],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001910343,0.0014230348,0.0014918544,0.0017077344,0.00026905013,0.00013914976,0.004048241,0.0019580787,0.05535608],"category_scores_gemma":[0.000291397,0.0010720675,0.0007666778,0.002359423,0.0011422195,0.00011771751,0.0016319961,0.001945622,0.0362201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001379062,0.00045168004,0.011622815,0.00016722489,0.00087071664,0.00002170378,0.00008598863,0.0000022560043,0.0017303824,0.00013705438,0.9831894,0.0015828923],"study_design_scores_gemma":[0.0012025054,0.00006353768,0.004071776,0.0013884924,0.00059946976,0.00003871969,0.000125263,0.0000033097588,0.001240751,0.000061058825,0.99001896,0.0011861256],"about_ca_topic_score_codex":0.0022694676,"about_ca_topic_score_gemma":0.0016636417,"teacher_disagreement_score":0.07387138,"about_ca_system_score_codex":0.0004098847,"about_ca_system_score_gemma":0.00013428058,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W7033311180","doi":"","title":"Poster from University of British Columbia, Okanagan","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics)","score_opus":0.0056131443402371705,"score_gpt":0.1760624152775032,"score_spread":0.17044927093726603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033311180","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004554321,0.0048538,0.0003223132,0.000043544143,0.0010066653,0.0012609938,0.02059249,0.003364772,0.9640011],"genre_scores_gemma":[0.030860128,0.00032833772,0.0035515616,0.00006500197,0.0006386602,0.0000045549436,0.0010317456,0.002949577,0.96057045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666595,0.00018368264,0.00044523698,0.0010411782,0.0007390273,0.0009249084],"domain_scores_gemma":[0.99656206,0.00009396785,0.00097026007,0.0019190462,0.00010561654,0.00034905117],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030612046,0.00053299544,0.0012319473,0.00043263772,0.00010493961,0.00014490884,0.001594911,0.0021038197,0.07974705],"category_scores_gemma":[0.000038281563,0.0010743596,0.0004169205,0.0009171371,0.00061311416,0.0001928218,0.00067453925,0.0011242019,0.012664562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027243947,0.00023212828,0.0044926843,0.000067410176,0.00041451244,0.00017244554,0.0000520871,2.7224314e-7,0.00032093358,0.000013841922,0.978827,0.015379419],"study_design_scores_gemma":[0.001135863,0.000045796398,0.009347463,0.0015299681,0.0004727559,0.000029738663,0.00011652793,0.0000038545245,0.000022047612,0.00017057052,0.98600274,0.0011226834],"about_ca_topic_score_codex":0.3077895,"about_ca_topic_score_gemma":0.35116613,"teacher_disagreement_score":0.067082494,"about_ca_system_score_codex":0.00024822637,"about_ca_system_score_gemma":0.00012255886,"threshold_uncertainty_score":0.99919164},"labels":[],"label_agreement":null},{"id":"W7033365844","doi":"","title":"Proceedings: Virginia Water Research Symposium 2002: Drinking Water Supplies Assessment and Management Strategies for the 21st Century","year":2015,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Virginia Water Resources Research Center; Radford University; U.S. Department of Agriculture","keywords":"West virginia; Water supply; Water pollution; Water resources; Water industry","score_opus":0.02402620878993763,"score_gpt":0.2838009700113389,"score_spread":0.2597747612214013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033365844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000664299,0.012398578,0.00010147035,0.0016673042,0.00084180664,0.0023286024,0.00020226964,0.00038075168,0.9814149],"genre_scores_gemma":[0.68159837,0.049724445,0.012700033,0.0003879329,0.003363985,0.0010839031,0.0012141996,0.00037093268,0.24955618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642223,0.0000917977,0.00041678402,0.000909065,0.0008176422,0.0013424739],"domain_scores_gemma":[0.9989301,0.00014464787,0.00011677034,0.00049402175,0.00011985365,0.00019463616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020290113,0.0005900697,0.000539359,0.0006482802,0.00080804504,0.000709302,0.0009763999,0.00074972975,0.0016982278],"category_scores_gemma":[0.0000053442163,0.00031405306,0.00012568965,0.00025099659,0.00083978515,0.00027004295,0.000059826867,0.0010658758,0.000108331245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031403603,0.0001337085,0.0087003475,0.001335354,0.0013943729,0.00009769978,0.0025778343,0.000047425823,0.00035862997,0.01754009,0.87515897,0.09234155],"study_design_scores_gemma":[0.0006106247,0.00026775248,0.01037742,0.00033082615,0.00016131678,0.00002891452,0.0049270582,0.00019010491,0.00008808127,0.0038189725,0.97857624,0.0006226756],"about_ca_topic_score_codex":0.00035542817,"about_ca_topic_score_gemma":0.0030030634,"teacher_disagreement_score":0.73185873,"about_ca_system_score_codex":0.000017595754,"about_ca_system_score_gemma":0.00007886613,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W7033487628","doi":"","title":"2019 Quarterly Workforce Report 1: New River/Mount Rogers WDA II","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Unemployment; Quarter (Canadian coin); Work (physics); Workforce development; Unemployment rate","score_opus":0.016129456647405276,"score_gpt":0.23791142832969425,"score_spread":0.22178197168228897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033487628","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21664385,0.00822708,0.0029276048,0.003162516,0.016636288,0.007945231,0.0010949034,0.0031900844,0.74017245],"genre_scores_gemma":[0.063415475,0.009232956,0.036036417,0.0008509806,0.001641479,0.00015954272,0.0015675044,0.00064676895,0.88644886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911281,0.00008779038,0.0013280746,0.002548653,0.0033977083,0.0015096657],"domain_scores_gemma":[0.9949524,0.00013320583,0.0014355764,0.002903438,0.000041632065,0.0005337942],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011443736,0.0014631747,0.0014932569,0.00028506765,0.00093452155,0.00013699954,0.0020085257,0.0017615939,0.0066263615],"category_scores_gemma":[0.00016035564,0.00148846,0.0007813337,0.0008323699,0.0011351834,0.000559459,0.0024670854,0.0020792563,0.015693009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046040215,0.00020227129,0.07711801,0.000053764357,0.00028078374,0.0007540389,0.0006665377,0.00050067523,0.00037092745,0.000015074421,0.8852239,0.034767978],"study_design_scores_gemma":[0.00057727244,0.00045989844,0.05937125,0.00034473417,0.0003292813,0.00049318175,0.00024119865,0.000018254868,0.00015934354,0.00022395444,0.9360366,0.0017450685],"about_ca_topic_score_codex":0.008370015,"about_ca_topic_score_gemma":0.00019378107,"teacher_disagreement_score":0.15322839,"about_ca_system_score_codex":0.0058264188,"about_ca_system_score_gemma":0.00019364,"threshold_uncertainty_score":0.99981177},"labels":[],"label_agreement":null},{"id":"W7033715794","doi":"","title":"SMARTGUIDE: Revolutionizing the Depth and Dependability of Vision-Impaired Navigation","year":2025,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Global Positioning System; Sophistication; Field (mathematics); Obstacle; Mobile device; Path (computing); Visually impaired; Obstacle avoidance; Hazard; Face (sociological concept); Dependability","score_opus":0.053039892175506746,"score_gpt":0.3034021379270507,"score_spread":0.2503622457515439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033715794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7130588,0.017537756,0.05838108,0.004328861,0.0050961734,0.004520481,0.00012532227,0.0020486612,0.19490284],"genre_scores_gemma":[0.99021035,0.0001790025,0.0038819523,0.00010600505,0.000060973078,0.000035580222,0.00022034238,0.000019985526,0.0052858097],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99784863,0.000089827656,0.0006574894,0.0006320999,0.0004575486,0.00031440356],"domain_scores_gemma":[0.9977969,0.00028448502,0.00045873848,0.0010066204,0.00034953968,0.000103738006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047670092,0.0003624734,0.00043308758,0.00017805198,0.0003553148,0.00060609163,0.0009030901,0.00043657728,0.000008478037],"category_scores_gemma":[0.0003595772,0.00023641081,0.00017549214,0.0009811431,0.00010115747,0.0010775735,0.00027940486,0.00052290916,0.0000070173837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017903335,0.00041131378,0.0008989176,0.0015075988,0.00026902548,0.000047696918,0.0049728546,0.00016229755,0.008194241,0.1655131,0.023882618,0.7939613],"study_design_scores_gemma":[0.0030839823,0.0014076714,0.4408771,0.01536166,0.00069185474,0.00034448312,0.0027038658,0.04315909,0.05448672,0.32052025,0.11261845,0.0047448627],"about_ca_topic_score_codex":0.00043373293,"about_ca_topic_score_gemma":0.0007370181,"teacher_disagreement_score":0.78921646,"about_ca_system_score_codex":0.0000974314,"about_ca_system_score_gemma":0.00020473545,"threshold_uncertainty_score":0.9640553},"labels":[],"label_agreement":null},{"id":"W7034375920","doi":"","title":"University rises on Peace Corps annual rankings","year":2009,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); West virginia; Quarter (Canadian coin)","score_opus":0.005648150072664117,"score_gpt":0.18129953601241244,"score_spread":0.17565138593974833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034375920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766103,0.00010008018,0.000039722046,0.005020604,0.00016730443,0.00020651522,0.000071184746,0.00043670612,0.017347557],"genre_scores_gemma":[0.99540174,0.00018836881,0.0001735247,0.00077170157,0.00023831669,9.268921e-7,0.00004951383,0.0000011164819,0.003174796],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989286,0.000055945453,0.00013338687,0.00038605646,0.00014478285,0.0003512206],"domain_scores_gemma":[0.99953157,0.00012811089,0.0000837372,0.00010216287,0.00005036154,0.00010406585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016061495,0.00018809074,0.00020763838,0.000030223398,0.00024810465,0.000027473465,0.0004070639,0.00022822799,0.0005440354],"category_scores_gemma":[0.00003844603,0.00008168068,0.00011571841,0.00044537437,0.00010731983,0.00009436342,0.000094730065,0.00026798586,0.00012728738],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034558572,0.00031655232,0.003400258,0.000002315783,0.000017106238,0.00009222698,0.00006408464,0.0000049846253,0.041718487,0.013310026,0.03229439,0.908434],"study_design_scores_gemma":[0.0002838033,0.0009527923,0.1832975,0.000020099322,0.000013108672,0.000018458017,0.00020600425,0.000012456845,0.0007306043,0.0011814486,0.812988,0.00029577373],"about_ca_topic_score_codex":0.0001274129,"about_ca_topic_score_gemma":0.00012858603,"teacher_disagreement_score":0.9081382,"about_ca_system_score_codex":0.00004188805,"about_ca_system_score_gemma":0.000007237222,"threshold_uncertainty_score":0.5956806},"labels":[],"label_agreement":null},{"id":"W7034461220","doi":"","title":"Virginia Tech - U.S. Forest Service December 2015 Housing Commentary. Part B","year":2016,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Quarter (Canadian coin); Goods and services; Consumer spending; Service (business); Consumer expenditure; Investment goods; Personal consumption expenditures price index; Real gross domestic product","score_opus":0.01857418318189125,"score_gpt":0.24964482870860613,"score_spread":0.23107064552671489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034461220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029431455,0.00095720973,0.0035044947,0.05419492,0.0123252515,0.002032943,0.0013127447,0.004065132,0.921313],"genre_scores_gemma":[0.03767755,0.00086137286,0.0058193463,0.010145442,0.036078986,0.00047218517,0.0017255872,0.0048320764,0.90238744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584,0.00013303051,0.00098647,0.0011200197,0.00084148516,0.0010789877],"domain_scores_gemma":[0.996444,0.00028030737,0.0010346953,0.0016950502,0.00030101757,0.0002449646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053864555,0.0011344058,0.0010870696,0.00086025527,0.000531093,0.00054987194,0.0011245614,0.0009960303,0.037716012],"category_scores_gemma":[0.00016377549,0.0010023151,0.00027842468,0.00020835962,0.00039935965,0.0002127797,0.00045325185,0.0009113889,0.006177644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038810325,0.00016918337,0.00026877312,0.00021560208,0.00034661868,0.000047662827,0.0014502812,0.0000035210853,0.000015409696,0.049918048,0.9440358,0.0034902592],"study_design_scores_gemma":[0.0009784509,0.00006273079,0.000029131517,0.0021000954,0.0003600315,0.000011884198,0.0005045429,0.000111726506,0.00003355818,0.01752644,0.97696483,0.0013165935],"about_ca_topic_score_codex":0.006639057,"about_ca_topic_score_gemma":0.059329607,"teacher_disagreement_score":0.05269055,"about_ca_system_score_codex":0.00030999765,"about_ca_system_score_gemma":0.00012671061,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W7034744560","doi":"","title":"Uncertainty Quantification of Tightly Integrated LiDAR/IMU Localization Algorithms","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; Massachusetts Institute of Technology; National Science Foundation","keywords":"Inertial measurement unit; Ranging; Lidar; Orientation (vector space); Inertial navigation system; Exploit; Measurement uncertainty; Extended Kalman filter; Kalman filter","score_opus":0.0206139015269598,"score_gpt":0.2847876595811432,"score_spread":0.2641737580541834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034744560","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004930656,0.00054309046,0.984408,0.00045360308,0.0040122787,0.0012114268,0.00044504344,0.0026460383,0.001349855],"genre_scores_gemma":[0.7886885,0.0018847609,0.09367283,0.00033209947,0.0008322074,0.0010146918,0.08372594,0.00073808705,0.029110901],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99565905,0.00018917712,0.0012606053,0.001301281,0.0010053937,0.00058450183],"domain_scores_gemma":[0.99535877,0.00030157252,0.0010200138,0.0022664177,0.00089111115,0.00016209981],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00081217266,0.00061779114,0.00073734234,0.0011597194,0.00028101983,0.00030914124,0.0026890533,0.0011701682,0.00007746367],"category_scores_gemma":[0.00056636607,0.00064793736,0.00027555245,0.004915975,0.00013418784,0.0005125489,0.0002789422,0.0010369814,0.0004963539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002645576,0.0016462586,0.0002879883,0.0017528434,0.00084184017,0.00011710537,0.011442796,0.012220412,0.010073753,0.35966876,0.18824023,0.41344345],"study_design_scores_gemma":[0.0009785888,0.00030506836,0.0022911832,0.0022830137,0.0002588186,0.000019744759,0.0013213997,0.8335881,0.018794596,0.015466992,0.12254619,0.002146289],"about_ca_topic_score_codex":0.001142785,"about_ca_topic_score_gemma":0.0015340974,"teacher_disagreement_score":0.8907352,"about_ca_system_score_codex":0.00031033187,"about_ca_system_score_gemma":0.0005617589,"threshold_uncertainty_score":0.9995972},"labels":[],"label_agreement":null},{"id":"W7034888828","doi":"","title":"VT Departure Analysis 2017-18","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Penn State College of Medicine; University of Illinois at Urbana-Champaign; Tennessee Tech University; Webster University; University of Maryland School of Public Health; University of Oregon; University of Nevada, Reno; Université de Sherbrooke; Stony Brook University; Auburn University; University of South Carolina; Pennsylvania State University; University of Oklahoma; Purdue University; North Carolina State University; Brown University; University of Missouri; University of Pennsylvania; Virginia Commonwealth University; Yale University; University of North Texas; Wichita State University","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.018081372971159998,"score_gpt":0.3054211265767841,"score_spread":0.28733975360562414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034888828","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014354943,0.032475498,0.005714012,0.0011964315,0.00075156905,0.0006857228,0.00013749923,0.0012603718,0.95763534],"genre_scores_gemma":[0.008088243,0.0032315706,0.0046809716,0.0018532596,0.001476945,0.00006642477,0.001433924,0.0006632805,0.9785054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976336,0.000080932405,0.00044420606,0.00081688544,0.0005632587,0.0004611515],"domain_scores_gemma":[0.9976199,0.000079191195,0.00036705175,0.0015782174,0.000073143725,0.00028244033],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022420658,0.00055358483,0.0012578638,0.0016549004,0.0000807853,0.00006409785,0.00031479434,0.0016707632,0.07469744],"category_scores_gemma":[0.00010124051,0.0005030083,0.00077381334,0.0029206327,0.00010490437,0.000032375498,0.000072349954,0.0010340544,0.0004626353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010704869,0.00016881699,0.0022101705,0.00012753934,0.0037423293,0.00030019516,0.000025933885,0.0000133079675,0.00016703526,0.00020099152,0.9874518,0.0054848664],"study_design_scores_gemma":[0.0008582667,0.00011574731,0.0020218932,0.00039806863,0.0024956153,0.00004405708,0.000027360455,0.00015533931,0.0002549297,0.000056888486,0.99306405,0.0005077945],"about_ca_topic_score_codex":0.00009060374,"about_ca_topic_score_gemma":0.000121653786,"teacher_disagreement_score":0.074234806,"about_ca_system_score_codex":0.000105967934,"about_ca_system_score_gemma":0.00016561871,"threshold_uncertainty_score":0.99974215},"labels":[],"label_agreement":null},{"id":"W7035924990","doi":"","title":"Annual Narrative and Summary of Extension Work Conducted in Halifax County, Virginia 1935","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); Extension (predicate logic); Period (music); Historical record; Subject (documents)","score_opus":0.02445976727126984,"score_gpt":0.28288722157469665,"score_spread":0.2584274543034268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035924990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244566,0.0255302,0.000004496968,0.0012753819,0.003109432,0.0012589507,0.002999652,0.00026961963,0.041095648],"genre_scores_gemma":[0.97745764,0.008715728,0.00023363349,0.00010461927,0.00032548615,0.000023346343,0.002102339,0.000039581042,0.010997639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99608564,0.00034077564,0.00093029777,0.0011254282,0.0007147545,0.0008030762],"domain_scores_gemma":[0.997772,0.0007401085,0.0003505493,0.0005938978,0.0003386065,0.00020485123],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0026639705,0.00058128126,0.0011889733,0.0009336577,0.00016192367,0.000045518937,0.0005678154,0.0019384555,0.0028666356],"category_scores_gemma":[0.00049273955,0.00048188216,0.00014941141,0.0012690144,0.000952324,0.00018921084,0.00026711635,0.002622701,0.00016200883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006339957,0.00009584899,0.7399532,0.00062252296,0.00029762916,0.0013027211,0.00061029656,0.000063642496,0.00005315215,0.000060356968,0.21681558,0.039491013],"study_design_scores_gemma":[0.0006301785,0.0006104575,0.75110286,0.0013891086,0.00012263302,0.00026218477,0.0010225727,0.00026464474,0.00005441401,0.0019628862,0.241638,0.00094007095],"about_ca_topic_score_codex":0.0046308856,"about_ca_topic_score_gemma":0.014713039,"teacher_disagreement_score":0.05300101,"about_ca_system_score_codex":0.000050955343,"about_ca_system_score_gemma":0.0009802826,"threshold_uncertainty_score":0.9997633},"labels":[],"label_agreement":null},{"id":"W7036484932","doi":"","title":"Card from Ontario ARC Eberhardt Center","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Arc (geometry); Archaeomagnetic dating","score_opus":0.011039606315406078,"score_gpt":0.20756079545068834,"score_spread":0.19652118913528227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036484932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016183082,0.0044942684,0.07103944,0.0010041211,0.004651308,0.00053862575,0.000114460105,0.004540834,0.9134551],"genre_scores_gemma":[0.009539614,0.00029375314,0.049221188,0.0008635338,0.0013293421,0.00015103914,0.00009161815,0.00045786225,0.93805206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971069,0.00006370458,0.00039948223,0.0010729935,0.00045315988,0.00090374326],"domain_scores_gemma":[0.99693984,0.00008194011,0.00032770002,0.0024542662,0.000035986293,0.00016028775],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020192465,0.0007139793,0.00085737783,0.000511062,0.00019854163,0.0001333066,0.002649176,0.0015717959,0.0037954052],"category_scores_gemma":[0.000025303652,0.00065202545,0.0002835408,0.00040054115,0.00026756385,0.00016876991,0.0014388531,0.0015573681,0.0018364964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049111645,0.000105640436,0.0021823414,0.000014817894,0.0003221561,0.000051827545,0.0007577032,2.4935545e-7,0.000006784375,0.014372209,0.953282,0.028899377],"study_design_scores_gemma":[0.0003937603,0.00002903757,0.00077401777,0.00022611418,0.000052311334,0.000013216315,0.000016463284,0.000014942416,0.00002702865,0.0042583416,0.99349225,0.00070251693],"about_ca_topic_score_codex":0.011489111,"about_ca_topic_score_gemma":0.035565645,"teacher_disagreement_score":0.04021027,"about_ca_system_score_codex":0.00024005122,"about_ca_system_score_gemma":0.000121127305,"threshold_uncertainty_score":0.9997244},"labels":[],"label_agreement":null},{"id":"W7036486865","doi":"","title":"Card from Young Men's Christian Association Youth and Family Services Carroll Avenue and Quebec Terrace Community Center","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Center (category theory); Terrace (agriculture); Community center","score_opus":0.005333488679852286,"score_gpt":0.19461416642584822,"score_spread":0.18928067774599594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036486865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50875884,0.0040612244,0.00011230211,0.0003817301,0.0014693062,0.0009029382,0.0015381499,0.0006032316,0.4821723],"genre_scores_gemma":[0.8894449,0.00058454485,0.00038975588,0.0004385242,0.00039272782,0.000031123498,0.00077677524,0.0002080897,0.10773356],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840426,0.00035139255,0.00021840878,0.00040322499,0.00017603132,0.0004466994],"domain_scores_gemma":[0.99897355,0.00007753305,0.00030458864,0.00051353493,0.0000060926614,0.00012468651],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003906194,0.00038591272,0.00045648197,0.00008439397,0.00023462286,0.00004316299,0.00037254902,0.0012178045,0.0010352484],"category_scores_gemma":[0.00001951453,0.00036688053,0.00005361557,0.00009643241,0.00026493566,0.00010359455,0.00079983805,0.0009623383,0.00027955484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006421434,0.00015218741,0.88965005,0.00007335322,0.0002732084,0.000010062675,0.0061827204,0.0000012842868,0.0008199172,0.00002734805,0.09324082,0.009504846],"study_design_scores_gemma":[0.0007149984,0.00005815928,0.36803088,0.00013695155,0.00022631745,0.0000072017065,0.001315239,0.000017611746,0.000026894542,0.00015817532,0.6287089,0.0005986985],"about_ca_topic_score_codex":0.3086308,"about_ca_topic_score_gemma":0.16720985,"teacher_disagreement_score":0.53546804,"about_ca_system_score_codex":0.00021943619,"about_ca_system_score_gemma":0.0000090989415,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W7038798136","doi":"","title":"Jacket from University of British Columbia Engineering Undergraduate Society","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Columbia university; Engineering education; Work (physics); Government (linguistics)","score_opus":0.004987008421416007,"score_gpt":0.16481705650482317,"score_spread":0.15983004808340717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038798136","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042665053,0.0011226047,0.033200726,0.00066166546,0.0016610373,0.0016596906,0.0035283398,0.0028657713,0.9126351],"genre_scores_gemma":[0.13454603,0.0003550463,0.009129894,0.00009572117,0.00012595473,0.000002773648,0.00018965315,0.00027498434,0.8552799],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872196,0.000047873495,0.00018702915,0.0004035888,0.0003229043,0.0003166713],"domain_scores_gemma":[0.99919665,0.000041850944,0.00020493074,0.00041904565,0.0000065460536,0.0001309698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019792556,0.00018381173,0.00034042652,0.000023507348,0.000055552122,0.000043808464,0.00044245087,0.0005209892,0.026949463],"category_scores_gemma":[0.000010726792,0.0003137319,0.00019123699,0.00024097596,0.0002077824,0.00009681035,0.00033384014,0.00036439783,0.0006059654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022008446,0.000072507,0.0049390546,0.00003559286,0.00006642691,0.000008390824,0.00007131111,0.000009667644,0.0002642961,0.000017601862,0.9803246,0.014188297],"study_design_scores_gemma":[0.00036165013,0.000014182784,0.022334527,0.00019405253,0.000058185236,0.0000020319033,0.00004963444,0.00027240172,0.00003173615,0.00016751183,0.9761035,0.00041059538],"about_ca_topic_score_codex":0.09605882,"about_ca_topic_score_gemma":0.037778668,"teacher_disagreement_score":0.09188098,"about_ca_system_score_codex":0.00016328384,"about_ca_system_score_gemma":0.000009735101,"threshold_uncertainty_score":0.99993145},"labels":[],"label_agreement":null},{"id":"W7039248054","doi":"","title":"Manhattan Saw ADR Rebound, Occupancy Decline in Q4","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Occupancy; Tourism; Index (typography); Trend analysis","score_opus":0.010348319107310851,"score_gpt":0.21270563741611118,"score_spread":0.20235731830880033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039248054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98526156,0.0004098658,0.000003989969,0.004136699,0.00039399904,0.00045210437,0.000022607494,0.00026949696,0.009049707],"genre_scores_gemma":[0.9957539,0.00008548541,0.00027748593,0.0006916723,0.0002483158,0.000027202954,0.00004660046,0.0000020243963,0.0028673331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769115,0.000066316104,0.00043912494,0.00067971053,0.00046201985,0.000661645],"domain_scores_gemma":[0.9992954,0.00017911626,0.00015039345,0.00016234671,0.000057375102,0.0001553842],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004665022,0.00029998925,0.00036093514,0.00004393836,0.00019107145,0.0001611537,0.0009231249,0.000295839,0.0017344044],"category_scores_gemma":[0.000044774257,0.00010329831,0.00015122518,0.0015674573,0.00011169154,0.0003848582,0.00030714687,0.00042129096,0.0011272199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016277052,0.00040749428,0.40959942,0.000024084315,0.000022990796,0.000054242984,0.00023001865,0.000032977143,0.2582467,0.0035448768,0.005258644,0.3224158],"study_design_scores_gemma":[0.00040311267,0.00070105295,0.8157206,0.00013515333,0.000009886161,0.000034669836,0.0007373626,0.00017630514,0.002184481,0.0030480335,0.1761235,0.0007258466],"about_ca_topic_score_codex":0.0004062246,"about_ca_topic_score_gemma":0.0027343086,"teacher_disagreement_score":0.4061212,"about_ca_system_score_codex":0.0000564715,"about_ca_system_score_gemma":0.000011254822,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W7039809991","doi":"","title":"Narrative Report of Home Demonstration Work Halifax County, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Narrative; Period (music); Historical record","score_opus":0.0191363760918159,"score_gpt":0.2549349984120504,"score_spread":0.23579862232023452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039809991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4987035,0.03587305,0.000109021355,0.010256153,0.0508103,0.0037154409,0.0027091955,0.0024007158,0.3954226],"genre_scores_gemma":[0.9597553,0.008136979,0.0005405758,0.00009979606,0.007639965,0.00023221046,0.0014936376,0.00003453465,0.022067025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950478,0.00009490696,0.0014759621,0.001221295,0.001480399,0.0006796004],"domain_scores_gemma":[0.99736136,0.00026902652,0.0011459364,0.0003745302,0.00067744026,0.00017170607],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012875065,0.0007992833,0.0013339458,0.00010870083,0.00035097203,0.00016063546,0.000681386,0.0014755779,0.00076264626],"category_scores_gemma":[0.0001564053,0.0003326378,0.00072049245,0.0018905317,0.0004253209,0.00012928309,0.00043667955,0.0014765109,0.00009168152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011988965,0.0003156516,0.0032473116,0.00048716966,0.0009003363,0.001513771,0.00046853637,0.000011596269,0.0039303927,0.00030464123,0.71959466,0.26910606],"study_design_scores_gemma":[0.00011499167,0.00035968158,0.010897485,0.001649453,0.00027633895,0.0005576649,0.0009923779,0.000007775907,0.00026379875,0.0014199667,0.9824728,0.0009877009],"about_ca_topic_score_codex":0.0013688308,"about_ca_topic_score_gemma":0.0015597105,"teacher_disagreement_score":0.46105176,"about_ca_system_score_codex":0.0002935889,"about_ca_system_score_gemma":0.0002923998,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W7042431570","doi":"","title":"Emerald Ash Borer","year":2020,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; PEST analysis; Emerald; Damages; Wood ash; Introduced species","score_opus":0.009747401935956215,"score_gpt":0.2391603513715563,"score_spread":0.2294129494356001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042431570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007914903,0.0035505905,0.00094129925,0.0024739155,0.0011655854,0.0016409858,0.0014860079,0.014511008,0.9742227],"genre_scores_gemma":[0.0007883656,0.00047696193,0.011265901,0.002984669,0.0032861957,0.0003074102,0.0008760895,0.012742868,0.96727157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430996,0.00017685968,0.00082974636,0.0019635314,0.0013049291,0.0014149486],"domain_scores_gemma":[0.9957681,0.00007691595,0.0008898272,0.0026107053,0.000063620224,0.0005908457],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0003647764,0.0016265495,0.0015845295,0.0013131701,0.00014045305,0.00022058985,0.0022090068,0.0025669,0.057948057],"category_scores_gemma":[0.00022950153,0.001653941,0.00059909595,0.002386679,0.00038681133,0.00012738463,0.0007885494,0.0028166573,0.12228299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004662696,0.00011526736,0.00005242547,0.00012555286,0.0003648568,0.00024720773,0.000057254947,0.0000034471948,0.00093729695,0.0016909045,0.9890004,0.0073587955],"study_design_scores_gemma":[0.00087027834,0.00009961465,0.00007082385,0.00078474806,0.00025445633,0.00003027086,0.00001792007,0.000062770516,0.00036152222,0.000552496,0.99498975,0.0019053388],"about_ca_topic_score_codex":0.000595177,"about_ca_topic_score_gemma":0.00029149698,"teacher_disagreement_score":0.06433494,"about_ca_system_score_codex":0.00025699838,"about_ca_system_score_gemma":0.00020016966,"threshold_uncertainty_score":0.9996482},"labels":[],"label_agreement":null},{"id":"W7042530454","doi":"","title":"Poster from Prince George's Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Community college; Work (physics); Community practice; Key (lock)","score_opus":0.016059649174475082,"score_gpt":0.24786065622835105,"score_spread":0.23180100705387596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042530454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014151202,0.004292243,0.00023517162,0.00025311855,0.001887761,0.0022682464,0.015592263,0.008173786,0.9658823],"genre_scores_gemma":[0.03320685,0.00017314136,0.005643882,0.00057714473,0.0020701422,0.00031726816,0.0024092402,0.008926039,0.9466763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938157,0.001159057,0.0009529291,0.001089809,0.0011599322,0.0018225593],"domain_scores_gemma":[0.9916202,0.0005217894,0.0012448825,0.0058706966,0.00012008147,0.00062236947],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0012900523,0.001772812,0.0017744725,0.0013340664,0.0004752849,0.00015763938,0.003514024,0.0034254603,0.040351108],"category_scores_gemma":[0.00022194233,0.0017980098,0.00048372228,0.0014331029,0.0007016897,0.00029003882,0.0019620864,0.005767405,0.07316263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114854185,0.0006990842,0.0015843624,0.00010214717,0.00050669885,0.00006298081,0.00021494698,5.797702e-7,0.0010314161,0.0010806313,0.9922243,0.002378032],"study_design_scores_gemma":[0.0012619556,0.000068754096,0.0023355943,0.001376603,0.0003631019,0.00003546998,0.00012028962,0.000006090326,0.0006314584,0.0007102326,0.9910574,0.0020330546],"about_ca_topic_score_codex":0.0054179705,"about_ca_topic_score_gemma":0.003424574,"teacher_disagreement_score":0.03281152,"about_ca_system_score_codex":0.00059808476,"about_ca_system_score_gemma":0.000191392,"threshold_uncertainty_score":0.99950176},"labels":[],"label_agreement":null},{"id":"W7043065075","doi":"","title":"2018 Quarter 3: Southwest VA Workforce Report","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Wage; Representation (politics); Context (archaeology); Educational attainment; Underemployment; Career Pathways","score_opus":0.03479483047582829,"score_gpt":0.3021741012215155,"score_spread":0.26737927074568724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043065075","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032005892,0.006055744,0.0032623077,0.00053487654,0.021754699,0.005598253,0.0022778737,0.010089388,0.9472263],"genre_scores_gemma":[0.25721386,0.002415723,0.0064585777,0.00049497554,0.0136617245,0.0016721052,0.012070836,0.0078979125,0.6981143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98083246,0.00033569793,0.0043200315,0.0046673906,0.006464518,0.003379918],"domain_scores_gemma":[0.9809413,0.00048506726,0.0052905786,0.010508231,0.0019005191,0.00087433425],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005836339,0.0033383386,0.00408641,0.0025492643,0.0005086105,0.00075895153,0.0033703675,0.0066119707,0.0036383988],"category_scores_gemma":[0.0016782691,0.0033112387,0.002068006,0.0032812078,0.00075962243,0.00071612565,0.0012478364,0.0069766794,0.09970363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015425024,0.0003606209,0.0076858555,0.00044390454,0.0007553117,0.0043275408,0.00019096714,0.00010630142,0.00034462896,0.00015241747,0.9781422,0.0073359697],"study_design_scores_gemma":[0.0010387573,0.00025575008,0.002869626,0.0030384688,0.00096346706,0.007612347,0.00023646528,0.00007373371,0.00012549956,0.00047677365,0.9793336,0.003975538],"about_ca_topic_score_codex":0.0010426934,"about_ca_topic_score_gemma":0.00028648507,"teacher_disagreement_score":0.25401327,"about_ca_system_score_codex":0.003686143,"about_ca_system_score_gemma":0.0046213865,"threshold_uncertainty_score":0.9979342},"labels":[],"label_agreement":null},{"id":"W7043377199","doi":"","title":"Situation Analysis Report: Prince George County, 2018","year":2020,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Triacetin; Hemopericardium; Emperipolesis","score_opus":0.010991356487985026,"score_gpt":0.2550215929751356,"score_spread":0.24403023648715058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043377199","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008374625,0.0020420153,0.03200453,0.0009228795,0.001143045,0.0022908635,0.0025190082,0.011353897,0.94764],"genre_scores_gemma":[0.0062604127,0.00047975598,0.012303722,0.00039028417,0.0019542289,0.00031823677,0.0059419046,0.0055657853,0.96678567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99266857,0.00022333954,0.0014660191,0.0025137917,0.0020210536,0.0011072294],"domain_scores_gemma":[0.9926466,0.000119194345,0.002834003,0.0037653118,0.00016723762,0.00046766008],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011299468,0.0014208572,0.002069474,0.0030939744,0.00019651325,0.00028455883,0.0016250747,0.0021987285,0.016431702],"category_scores_gemma":[0.0005664796,0.0015004418,0.0009519547,0.0080229705,0.0003675487,0.00021467262,0.00065724476,0.0017578026,0.021957383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049106537,0.00016551216,0.0013826393,0.00011245965,0.0031044162,0.0011235604,0.00006696932,0.0001049405,0.0006649744,0.00062018295,0.99077076,0.0018344633],"study_design_scores_gemma":[0.0004929204,0.000049482915,0.0010263782,0.0003296466,0.003876048,0.000089937006,0.00002491848,0.00096387195,0.00017644126,0.0002630921,0.9910715,0.0016357703],"about_ca_topic_score_codex":0.0010870307,"about_ca_topic_score_gemma":0.0022548994,"teacher_disagreement_score":0.01970081,"about_ca_system_score_codex":0.0006608117,"about_ca_system_score_gemma":0.00032949098,"threshold_uncertainty_score":0.99985415},"labels":[],"label_agreement":null},{"id":"W7044186429","doi":"","title":"Visible Muslims, Political Beings: The Racialized and Gendered Contours of a Digitally-Mediated Muslim Womanhood","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Islamophobia; Racialization; Islam; Politics; Influencer marketing; Agency (philosophy); Social media; Critical discourse analysis; Racism; Intersectionality; Negotiation","score_opus":0.0140405700949444,"score_gpt":0.2972172938707734,"score_spread":0.283176723775829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044186429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7147586,0.0066792513,0.00017662185,0.0035370414,0.0035416768,0.00279238,0.0003392359,0.00076826225,0.26740694],"genre_scores_gemma":[0.99055326,0.0018883814,0.00017924984,0.00041168343,0.0005721786,0.00015307005,0.0009277303,0.000101148136,0.0052133105],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99561775,0.0003772135,0.0008408991,0.0007831484,0.001178655,0.0012023173],"domain_scores_gemma":[0.9968796,0.00096928864,0.0005494547,0.00066184025,0.000429243,0.0005105691],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012033652,0.00054702285,0.0009718173,0.0003285895,0.00062717224,0.0002976973,0.0008081168,0.0013524569,0.00029958528],"category_scores_gemma":[0.0024172058,0.00047467268,0.00033724672,0.0009121818,0.00067935494,0.00019662778,0.000118311764,0.00097522716,0.000021900178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066174945,0.0012145912,0.0013066432,0.0011662605,0.0015172978,0.0003668566,0.78295404,0.0000027091141,0.005196222,0.12108288,0.011718655,0.072812125],"study_design_scores_gemma":[0.0016739212,0.0001428583,0.002712417,0.0005835132,0.0004160573,0.000010304298,0.9385996,0.000016041678,0.0012983645,0.007006123,0.0466106,0.0009302404],"about_ca_topic_score_codex":0.0011062828,"about_ca_topic_score_gemma":0.0040524164,"teacher_disagreement_score":0.27579466,"about_ca_system_score_codex":0.00016693363,"about_ca_system_score_gemma":0.0014651581,"threshold_uncertainty_score":0.999944},"labels":[],"label_agreement":null},{"id":"W7045395601","doi":"","title":"Annual narrative report of home demonstration work, Dinwiddie county, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Olds College","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.014767721174708669,"score_gpt":0.29480589634063104,"score_spread":0.2800381751659224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045395601","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032222293,0.0023561993,0.0034715869,0.0027863004,0.0039459215,0.0033142199,0.004263777,0.000606797,0.9470329],"genre_scores_gemma":[0.75028914,0.000401539,0.0014657497,0.000027279277,0.0019839262,0.000825842,0.0024425797,0.00031146116,0.24225248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928393,0.00013445762,0.0019856235,0.001409758,0.002755831,0.0008750639],"domain_scores_gemma":[0.99513525,0.00030069135,0.0012344299,0.0016073288,0.0014456753,0.00027660176],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019490446,0.00094186387,0.0013550846,0.0009029759,0.00018423088,0.00018549121,0.0009188277,0.00078766176,0.064786226],"category_scores_gemma":[0.00014267673,0.0008992004,0.00062647316,0.0017163276,0.00044668617,0.000093247356,0.00078036694,0.0024200825,0.00021627288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081210674,0.00037561875,0.0030305688,0.00047650904,0.0007516348,0.00067718537,0.00053146586,0.000015675907,0.00074986473,0.0017933551,0.6837399,0.30777702],"study_design_scores_gemma":[0.00052700716,0.0002548958,0.0018626591,0.0017291703,0.00039630278,0.0000865525,0.0018646736,0.000098139106,0.00086395413,0.0018909884,0.9892344,0.0011912957],"about_ca_topic_score_codex":0.0015657296,"about_ca_topic_score_gemma":0.00011368575,"teacher_disagreement_score":0.7180669,"about_ca_system_score_codex":0.00015369902,"about_ca_system_score_gemma":0.0029477174,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W7045402627","doi":"","title":"Banner from University of New Brunswick, Fredericton","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Earth observation satellite; Context (archaeology)","score_opus":0.011159879676560146,"score_gpt":0.2054360880586461,"score_spread":0.19427620838208595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045402627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006785953,0.009464645,0.0051267017,0.00015311783,0.0013809031,0.0010787516,0.0009848189,0.0043137227,0.97681874],"genre_scores_gemma":[0.0070967465,0.0005338034,0.01612471,0.000054047123,0.0014772557,0.0000013543461,0.0006721914,0.0034042846,0.9706356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996527,0.0001521026,0.00046508128,0.001062626,0.0008051602,0.000988034],"domain_scores_gemma":[0.99576676,0.000112805836,0.0011612801,0.0023510125,0.0000714325,0.0005367193],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025977846,0.0010119155,0.0013593987,0.0010351534,0.00010143235,0.000039417355,0.0018027351,0.0024003468,0.076136194],"category_scores_gemma":[0.000058976984,0.0011521355,0.00047808504,0.0012475585,0.00041338985,0.00019481142,0.00060258235,0.0012889976,0.024392627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009570571,0.00019298638,0.0012541326,0.000044810375,0.0004685805,0.000040298823,0.0002322515,0.00000441947,0.0011432732,0.0012152577,0.9881317,0.0071765715],"study_design_scores_gemma":[0.0012584393,0.000045069064,0.0025015776,0.0008116233,0.0005106457,0.000005517429,0.0001431659,0.000023903625,0.0004465129,0.0003081401,0.9927624,0.0011829945],"about_ca_topic_score_codex":0.08640152,"about_ca_topic_score_gemma":0.012003641,"teacher_disagreement_score":0.074397884,"about_ca_system_score_codex":0.00028710064,"about_ca_system_score_gemma":0.00067957863,"threshold_uncertainty_score":0.9990929},"labels":[],"label_agreement":null},{"id":"W7045576999","doi":"","title":"Cards from Unknown school in Canada","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.004971582941829748,"score_gpt":0.21501692969671432,"score_spread":0.21004534675488457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045576999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065686204,0.0011799607,0.00020317345,0.0004892883,0.00062353484,0.0007976571,0.00051563,0.00011748553,0.9954164],"genre_scores_gemma":[0.054050922,0.00005667937,0.0006223055,0.00009058853,0.0014064435,0.00024666093,0.00039294644,0.00042584568,0.9427076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976023,0.0000746541,0.00039007462,0.0005390975,0.00063055946,0.0007633356],"domain_scores_gemma":[0.99840105,0.00008844901,0.00018738596,0.0009702057,0.00003110454,0.00032178103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014904536,0.00046034428,0.00055239775,0.00035879944,0.000042067742,0.00005537056,0.00072452804,0.00025755435,0.80650544],"category_scores_gemma":[0.0000145451995,0.00045868746,0.0001006082,0.0004505179,0.000048007845,0.000014731488,0.00035003573,0.0010833904,0.0005651305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000496683,0.000044314875,0.012455285,0.000012304587,0.00004895603,0.000010583199,0.0000061193286,0.0000010507257,0.00005133953,0.00038497,0.77338934,0.21359079],"study_design_scores_gemma":[0.00051393674,0.000009136333,0.0029730361,0.00024281403,0.000027947517,1.5270564e-7,0.0001056544,0.000052503314,0.000058480062,0.000093736206,0.995456,0.0004666188],"about_ca_topic_score_codex":0.98949206,"about_ca_topic_score_gemma":0.9480495,"teacher_disagreement_score":0.80594033,"about_ca_system_score_codex":0.00015925396,"about_ca_system_score_gemma":0.0018054608,"threshold_uncertainty_score":0.9997865},"labels":[],"label_agreement":null},{"id":"W7046044882","doi":"","title":"Cards from Ontario Christian School, San Antonio Christian School, and Colton High School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Christianity; Exposition (narrative); Field (mathematics); Agency (philosophy)","score_opus":0.006704343306491078,"score_gpt":0.22915299222572286,"score_spread":0.22244864891923177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046044882","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010690187,0.00572374,0.0011490831,0.0010047716,0.0014815145,0.0029742748,0.0015567243,0.00082001835,0.97459966],"genre_scores_gemma":[0.11484929,0.00030387333,0.004541915,0.00019603726,0.0047631767,0.00051662297,0.0016551506,0.0009783956,0.87219554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487525,0.00016593402,0.0008381869,0.0015249111,0.0011356334,0.0014600824],"domain_scores_gemma":[0.9954198,0.000120456076,0.00057323376,0.0021009059,0.00013743441,0.0016481782],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000441804,0.0012401895,0.001304119,0.00083502196,0.00034455655,0.00061081734,0.0012289393,0.0010123117,0.8322837],"category_scores_gemma":[0.000071823844,0.00125301,0.0002875188,0.0005973147,0.00033247384,0.0001077444,0.00095862127,0.0029911618,0.0032939522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005613192,0.00021434439,0.03430423,0.00006138218,0.00034959463,0.00002414695,0.00006233657,6.1489965e-7,0.00037510585,0.0005849857,0.91130143,0.05266571],"study_design_scores_gemma":[0.0017364298,0.00012947698,0.03426298,0.0007157616,0.00025274974,0.0000023303353,0.00029382357,0.000021140404,0.00013728939,0.0002877937,0.9608819,0.0012783359],"about_ca_topic_score_codex":0.59683156,"about_ca_topic_score_gemma":0.07213213,"teacher_disagreement_score":0.8289897,"about_ca_system_score_codex":0.00023378387,"about_ca_system_score_gemma":0.0012906902,"threshold_uncertainty_score":0.999309},"labels":[],"label_agreement":null},{"id":"W7046067358","doi":"","title":"The Condition of College & Career Readiness 2012: Hispanic Students","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Career development; Public policy; Academic achievement; At-risk students; Public university","score_opus":0.024919623650682163,"score_gpt":0.32307408547884264,"score_spread":0.29815446182816047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046067358","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040867448,0.0022303234,0.0009853604,0.0013583548,0.0042259153,0.005643527,0.0028384388,0.00020283357,0.9416478],"genre_scores_gemma":[0.32788613,0.0007548351,0.00011622439,0.000020368303,0.0008510884,0.0005696549,0.0013089983,0.00014370268,0.66834897],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948107,0.00013823873,0.0009989582,0.00067416596,0.0026917378,0.00068618305],"domain_scores_gemma":[0.99558693,0.00048209706,0.0008645325,0.0018539806,0.001070154,0.00014232057],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015365671,0.0005365416,0.0008239565,0.00032848184,0.00027286942,0.00013989254,0.0016942961,0.00043192215,0.08488649],"category_scores_gemma":[0.00008876079,0.00041415196,0.0003663802,0.0006290182,0.00023776475,0.000042704036,0.0008793695,0.0011976381,0.00053014193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005028316,0.0002532142,0.0066695544,0.00020037315,0.00042159023,0.000005691574,0.000035105655,0.0000033746628,0.00065748295,0.002523837,0.89094543,0.09823406],"study_design_scores_gemma":[0.0006595126,0.00010017942,0.005424964,0.00040439243,0.00015798523,0.0000039406514,0.00018998538,0.000014835872,0.0001702925,0.00026162018,0.99219,0.0004222965],"about_ca_topic_score_codex":0.0018482633,"about_ca_topic_score_gemma":0.00037955926,"teacher_disagreement_score":0.2870187,"about_ca_system_score_codex":0.000107636595,"about_ca_system_score_gemma":0.001165757,"threshold_uncertainty_score":0.999831},"labels":[],"label_agreement":null},{"id":"W7046468263","doi":"","title":"Education and Research in Agriculture (ER Q2 2013 – Quarterly Report (Jan-Mar)","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Agriculture; Fiscal year; Period (music); Work (physics); Duration (music)","score_opus":0.022182113350246325,"score_gpt":0.3387157725816163,"score_spread":0.31653365923136995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046468263","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025145784,0.0023469569,0.0001284334,0.0046191905,0.0015981043,0.0036955776,0.000095320036,0.00012000026,0.96225065],"genre_scores_gemma":[0.27182922,0.0012217803,0.000852033,0.00003911596,0.0027464214,0.0016254957,0.001800571,0.00017644177,0.7197089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939922,0.00026020702,0.0010675236,0.0013748589,0.0023165469,0.0009886578],"domain_scores_gemma":[0.9960967,0.0003322915,0.0004671679,0.0015972417,0.0012412394,0.00026538226],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032007566,0.0005841392,0.000792699,0.0012317973,0.0001990431,0.00037500364,0.00072866736,0.00077553594,0.03627462],"category_scores_gemma":[0.00008385607,0.00051030173,0.00019049027,0.0013786956,0.00018590444,0.0000814345,0.00044113238,0.0032717988,0.0004266279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012436253,0.00033113078,0.0067486176,0.0001859903,0.000046416073,0.000050936786,0.000107017106,8.959786e-7,0.00033891588,0.0003124268,0.51222837,0.47963685],"study_design_scores_gemma":[0.00037010954,0.00018606424,0.009647337,0.00087540114,0.000033734843,0.0000562417,0.0012239526,0.000038313014,0.000059177233,0.000743558,0.98618734,0.0005787442],"about_ca_topic_score_codex":0.021410361,"about_ca_topic_score_gemma":0.0007930967,"teacher_disagreement_score":0.4790581,"about_ca_system_score_codex":0.00016370408,"about_ca_system_score_gemma":0.0030532163,"threshold_uncertainty_score":0.9997349},"labels":[],"label_agreement":null},{"id":"W7046637896","doi":"","title":"Design and thermal analysis for a novel EMCCD camera payload in a 1U CubeSat form factor","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CubeSat; Payload (computing); Detector; Controller (irrigation); Thermal; Resistive touchscreen; Temperature control; Thermal analysis","score_opus":0.016032659205347122,"score_gpt":0.28574629175095945,"score_spread":0.2697136325456123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046637896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84121686,0.0016514041,0.116839714,0.0010881369,0.00065732916,0.007972038,0.000929292,0.00032456891,0.02932067],"genre_scores_gemma":[0.95277697,0.00006845689,0.0054865554,0.000034441073,0.00023529778,0.0021720529,0.0017523253,0.00013898073,0.03733491],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974808,0.000040191313,0.00059859257,0.0008307817,0.00043216755,0.00061745045],"domain_scores_gemma":[0.9987064,0.0003276396,0.00019267581,0.0005059628,0.00013000816,0.0001373371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003680036,0.00052952877,0.0007258241,0.0011942439,0.00012547361,0.0002886579,0.0004147295,0.00035320554,0.018552193],"category_scores_gemma":[0.000021704489,0.00048081955,0.00035152613,0.0013659957,0.000044345656,0.000044732955,0.00011304261,0.0008349953,0.000033930006],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048187614,0.0004406551,0.002642886,0.00049589056,0.0018749551,0.000013351027,0.0028448375,0.00017496732,0.023074294,0.0023878445,0.0028697306,0.9626987],"study_design_scores_gemma":[0.015907187,0.0023845134,0.101564705,0.0037144793,0.0098838,0.000004837777,0.023368137,0.47987098,0.03187812,0.008198954,0.3133178,0.009906488],"about_ca_topic_score_codex":0.0012300872,"about_ca_topic_score_gemma":0.00078377186,"teacher_disagreement_score":0.9527922,"about_ca_system_score_codex":0.000036554524,"about_ca_system_score_gemma":0.00022385594,"threshold_uncertainty_score":0.9997643},"labels":[],"label_agreement":null},{"id":"W7046904196","doi":"","title":"Education and Research in Agriculture (ERA) Q2 2011 - Quarterly Report (Jan-Mar)","year":2019,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Agriculture; Quarter (Canadian coin); Fiscal year; Poverty reduction; Period (music)","score_opus":0.023584179635632887,"score_gpt":0.3487982531313643,"score_spread":0.32521407349573145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046904196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15091112,0.004596851,0.011519874,0.0032367986,0.0044513373,0.008015453,0.00064507575,0.00044280753,0.8161807],"genre_scores_gemma":[0.9270187,0.0001292325,0.0011035813,0.000010544341,0.0033051022,0.0006058814,0.0012183222,0.00013214735,0.06647649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940225,0.00028158282,0.0009724959,0.0015357551,0.0018838465,0.0013038575],"domain_scores_gemma":[0.99653536,0.00035862272,0.00048698304,0.0013804899,0.00087765063,0.00036087303],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002081167,0.0007011359,0.0010060929,0.0008386759,0.00028375746,0.0003412763,0.0007897589,0.0007433431,0.0009170123],"category_scores_gemma":[0.00005327244,0.0006148034,0.00029760101,0.0009454317,0.0003077079,0.00035545835,0.0003847006,0.005227403,0.00066607393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004907076,0.0009352563,0.025357887,0.00014855326,0.00015508565,0.000079361474,0.00016741,0.000008123873,0.00042079407,0.0015833193,0.11117128,0.85992384],"study_design_scores_gemma":[0.0009883088,0.0007187505,0.035589818,0.0023179539,0.00010560894,0.00008723357,0.002607257,0.00007743029,0.00089596485,0.0065382733,0.9482802,0.0017932137],"about_ca_topic_score_codex":0.004338321,"about_ca_topic_score_gemma":0.000045307544,"teacher_disagreement_score":0.85813063,"about_ca_system_score_codex":0.00043755988,"about_ca_system_score_gemma":0.0036243272,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W7047460830","doi":"","title":"Hilton posts a Q4 profit, looks to 2022 with optimism","year":2022,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Optimism; Quarter (Canadian coin); Profit (economics)","score_opus":0.004823643298353214,"score_gpt":0.22474219518748864,"score_spread":0.21991855188913542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047460830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4947906,0.000117362295,0.007157712,0.015129692,0.0003237108,0.0037312664,0.00021847112,0.00046101367,0.47807017],"genre_scores_gemma":[0.88871104,0.0000023349007,0.0037521962,0.00046448302,0.00017569802,0.0017635166,0.00009179783,0.00007677474,0.10496215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744564,0.000095217365,0.00030230553,0.00062218815,0.0008733093,0.00066134584],"domain_scores_gemma":[0.9986635,0.00006929979,0.000103451326,0.0008199631,0.00008999838,0.00025377626],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004140388,0.00029145405,0.00027393026,0.00029107605,0.0008090356,0.00019844015,0.0007722304,0.000046349312,0.2268479],"category_scores_gemma":[0.000008822071,0.0002735098,0.00009471746,0.0010466655,0.000059774826,0.000028996239,0.0010766909,0.00084339187,0.00020962486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049384177,0.00055346754,0.008921742,0.000035907575,0.00016016224,0.00010279027,0.00060529774,0.00096566393,0.019769434,0.012346166,0.2005578,0.75548774],"study_design_scores_gemma":[0.001399073,0.0010778124,0.001920814,0.000042128893,0.000031518906,0.000011077408,0.0012947773,0.00141199,0.003550325,0.00030655597,0.9883156,0.00063836173],"about_ca_topic_score_codex":0.0007847493,"about_ca_topic_score_gemma":0.000037071157,"teacher_disagreement_score":0.78775775,"about_ca_system_score_codex":0.000046137186,"about_ca_system_score_gemma":0.00019964651,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W7047788128","doi":"","title":"Hyatt to Grow Independent Collection Brands","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Data collection; Appeal; Term (time); Column (typography); Key (lock)","score_opus":0.005114664112804461,"score_gpt":0.21196503008203557,"score_spread":0.20685036596923112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047788128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5343814,0.00011200057,0.3256989,0.0019506853,0.0010059833,0.00056217884,0.000085969405,0.0003392117,0.13586368],"genre_scores_gemma":[0.9913579,0.0000038516173,0.0020187546,0.00029698116,0.00052517926,0.00010000007,0.000056625002,0.000048534217,0.0055921245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984516,0.000037992708,0.00028022373,0.00049392215,0.0002909893,0.00044527615],"domain_scores_gemma":[0.9990398,0.000033231318,0.000089620095,0.0005100467,0.00013393395,0.00019334738],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010983923,0.00025431637,0.00028546224,0.000112923975,0.00024924625,0.00013650805,0.000264846,0.000073956995,0.0010587348],"category_scores_gemma":[0.00000687917,0.00026969155,0.00015919744,0.0009210717,0.000029426938,0.00013391639,0.00022158702,0.00037840573,0.00034380925],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023055646,0.0017063637,0.037497982,0.000037708334,0.00069855736,0.00008138232,0.0012781512,0.0018097949,0.082212016,0.1878978,0.06594233,0.6206073],"study_design_scores_gemma":[0.008018414,0.00090341154,0.04885806,0.00047391088,0.00038049865,0.000045541427,0.0041377638,0.0035382693,0.19147246,0.28471452,0.4531234,0.004333785],"about_ca_topic_score_codex":0.00007650425,"about_ca_topic_score_gemma":0.000008080024,"teacher_disagreement_score":0.6162736,"about_ca_system_score_codex":0.00009029541,"about_ca_system_score_gemma":0.00015400969,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W7048032927","doi":"","title":"Influences of Climate, Competition, and Novel Hosts on Parasitoids of Emerald Ash Borer, and their Establishment in Virginia, and North Carolina","year":2020,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Agrilus; Fraxinus; Emerald; Buprestidae; Introduced species","score_opus":0.0048247411211721014,"score_gpt":0.21757105504429675,"score_spread":0.21274631392312465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048032927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952831,0.00083320914,0.000027380078,0.00014101186,0.000083591745,0.0003774381,0.000265466,0.000032449232,0.0029563452],"genre_scores_gemma":[0.9981151,0.0007389969,0.000315465,0.0000449577,0.000076589546,0.000053410862,0.0005620632,0.000039437935,0.000053956486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833775,0.000036716367,0.0005788232,0.00051752204,0.00019865525,0.00033052097],"domain_scores_gemma":[0.9990206,0.00011673222,0.00042643063,0.000250499,0.00007635824,0.000109388435],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013641806,0.00041835543,0.0007288608,0.00021548473,0.000092363334,0.000046607976,0.00018415677,0.00017707571,0.000019615321],"category_scores_gemma":[0.000010490607,0.00037457174,0.00005891788,0.00036671633,0.00013335928,0.0001090521,0.0000715385,0.00050158496,8.51282e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009609192,0.0011894121,0.8206485,0.0019985824,0.00057497603,0.000007838236,0.0140347835,0.00010997134,0.029630903,0.03633662,0.0004801051,0.09402737],"study_design_scores_gemma":[0.0020382332,0.0011675595,0.9771338,0.0013312203,0.00013092897,0.0000025734623,0.0016285321,0.00025610326,0.0101654725,0.0033157724,0.0020363012,0.00079346576],"about_ca_topic_score_codex":0.0004895631,"about_ca_topic_score_gemma":0.00014487997,"teacher_disagreement_score":0.15648532,"about_ca_system_score_codex":0.000016912374,"about_ca_system_score_gemma":0.00006314404,"threshold_uncertainty_score":0.9998706},"labels":[],"label_agreement":null},{"id":"W7048471449","doi":"","title":"Letter from Lincoln-Sudbury Regional High School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.007149101637952286,"score_gpt":0.20027477249607079,"score_spread":0.1931256708581185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048471449","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024286013,0.010753144,0.017087735,0.0013275399,0.0031105152,0.0012737862,0.0002600537,0.017117292,0.9488271],"genre_scores_gemma":[0.009698561,0.002963571,0.10757212,0.0034946536,0.013498334,0.00046458803,0.00057647185,0.004251414,0.8574803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752665,0.000050631465,0.0005143083,0.0006164029,0.00050118956,0.0007908137],"domain_scores_gemma":[0.9978247,0.00011961146,0.00016220071,0.0015753291,0.000029016319,0.0002891289],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014375745,0.0008427462,0.0007579233,0.000617889,0.000049147147,0.00008300567,0.00088032987,0.0024694824,0.042431794],"category_scores_gemma":[0.000036008954,0.0008897003,0.00022193986,0.00032852445,0.00012900958,0.00009241092,0.00017366227,0.0019021267,0.0026551408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067173587,0.00002941441,0.000033080647,0.000081920225,0.00011888265,0.000033572647,0.00001990736,0.000015271895,0.0005951946,0.00038097115,0.98824435,0.01044074],"study_design_scores_gemma":[0.0002621714,0.00002748786,0.00018621454,0.0005558986,0.0000899352,0.000009587558,0.000003867884,0.00014186729,0.0010663988,0.0007873248,0.99587107,0.0009981708],"about_ca_topic_score_codex":0.0009642106,"about_ca_topic_score_gemma":0.00012892729,"teacher_disagreement_score":0.09134679,"about_ca_system_score_codex":0.00014887596,"about_ca_system_score_gemma":0.000031240346,"threshold_uncertainty_score":0.9993554},"labels":[],"label_agreement":null},{"id":"W7048727768","doi":"","title":"L'impérialisme linguistique au Québec des années 1965-1975: Analyses littéraires de Speak White (Michèle Lalonde) et Salut, Galarneau! (Jacques Godbout)","year":2019,"lang":"fr","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orality; Chinatown; French; Gloom","score_opus":0.020120442722296926,"score_gpt":0.3058753277740341,"score_spread":0.2857548850517372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048727768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90849847,0.045532215,0.017677156,0.0004905112,0.0048353947,0.0025225235,0.0009395796,0.0028604383,0.016643744],"genre_scores_gemma":[0.9554356,0.005505806,0.019267656,0.00028537342,0.0018749294,0.00032879712,0.0022232197,0.00087149657,0.014207166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99305296,0.0004002319,0.001848041,0.0016900209,0.0006390666,0.002369706],"domain_scores_gemma":[0.995641,0.00071705546,0.00083107705,0.0016158092,0.000567062,0.0006279913],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0013548576,0.0022048862,0.002224242,0.0011584715,0.00084980775,0.00082558295,0.0016361895,0.002797358,0.0005016514],"category_scores_gemma":[0.0009902976,0.0023949405,0.0010798005,0.0013657911,0.00048280766,0.0005911458,0.00030378927,0.002810705,0.00068799366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014773157,0.0013985106,0.034809485,0.013174963,0.004550778,0.0010934628,0.114109196,0.18868002,0.59171563,0.013491226,0.013815949,0.021683443],"study_design_scores_gemma":[0.004352343,0.0012987774,0.03054491,0.021301083,0.004096056,0.0007119604,0.016721062,0.07216578,0.52248627,0.0064591956,0.30799085,0.011871702],"about_ca_topic_score_codex":0.24928623,"about_ca_topic_score_gemma":0.3770478,"teacher_disagreement_score":0.2941749,"about_ca_system_score_codex":0.0016099695,"about_ca_system_score_gemma":0.0028762755,"threshold_uncertainty_score":0.99948984},"labels":[],"label_agreement":null},{"id":"W7048876780","doi":"","title":"Mechanical Properties of Hybrid Softwood and Hardwood Cross-Laminated Timbers","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supraspinatus muscle; Limiting; Work (physics); Point (geometry)","score_opus":0.011966637001175843,"score_gpt":0.26751565368082497,"score_spread":0.25554901667964913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048876780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628006,0.0003060425,0.0001564906,0.00020074699,0.00051468855,0.0012905013,0.00015124353,0.00031033374,0.034269307],"genre_scores_gemma":[0.8932489,0.0000701571,0.00025024734,0.000008144935,0.000121905745,0.0002706663,0.0007223012,0.00011385004,0.105193816],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973904,0.00006239669,0.00068709545,0.0006767869,0.00066332635,0.0005199972],"domain_scores_gemma":[0.9985486,0.00009746504,0.00033133803,0.0005889466,0.00029004712,0.00014355974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003864229,0.0004585528,0.00062473293,0.00037652723,0.00016981119,0.00015950219,0.00052177405,0.00022950076,0.020377029],"category_scores_gemma":[0.00007590409,0.00042681323,0.00019282289,0.00047851962,0.00014681056,0.00003832121,0.0002501356,0.0008389726,0.0001285188],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073720905,0.00082566583,0.0014225004,0.0022473894,0.0009632177,0.0000634445,0.0008175601,0.000025070005,0.1331556,0.006273703,0.027797299,0.8256713],"study_design_scores_gemma":[0.0051341774,0.0010175755,0.0097084865,0.004415094,0.0006619683,0.000009440352,0.006754107,0.006585056,0.90577346,0.0040450026,0.052805755,0.003089902],"about_ca_topic_score_codex":0.0005969709,"about_ca_topic_score_gemma":0.00007662706,"teacher_disagreement_score":0.8225814,"about_ca_system_score_codex":0.0000135456985,"about_ca_system_score_gemma":0.00021036796,"threshold_uncertainty_score":0.9998184},"labels":[],"label_agreement":null},{"id":"W7049154766","doi":"","title":"Muskrat Falls hydroelectric project poses risks for Canada that are being ignored","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Emperipolesis; Liquation; Triacetin; Demotion","score_opus":0.011473676841277449,"score_gpt":0.2327028250605776,"score_spread":0.22122914821930015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049154766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97549266,0.00026835082,0.006072048,0.00031708652,0.0006430268,0.0022027397,0.00036462263,0.00024789036,0.01439155],"genre_scores_gemma":[0.99784434,0.00001052992,0.00044234758,0.00015409515,0.00027985772,0.00020640025,0.00016035432,0.000059687307,0.00084240414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827975,0.000029462299,0.0003056775,0.0005002493,0.0002768825,0.0006079827],"domain_scores_gemma":[0.9988811,0.00019535804,0.00028628446,0.0004642359,0.0000722311,0.000100792604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001641342,0.00032870067,0.00037812188,0.00026641565,0.00026009124,0.00010875928,0.00037199905,0.00011324258,0.00022508983],"category_scores_gemma":[0.00000913943,0.0003044626,0.00021888992,0.00072950893,0.000033413402,0.00018721374,0.000058664944,0.00033305943,0.000011486265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003919063,0.0008726369,0.7046094,0.00037605493,0.0016417645,0.00002151288,0.0014940067,0.0033808763,0.011245728,0.06114032,0.06358268,0.15124309],"study_design_scores_gemma":[0.012244633,0.0011601209,0.09206862,0.00077501615,0.0007501558,0.000017890603,0.014363315,0.015656557,0.026931096,0.053401846,0.77615845,0.0064723105],"about_ca_topic_score_codex":0.060524296,"about_ca_topic_score_gemma":0.014912662,"teacher_disagreement_score":0.71257573,"about_ca_system_score_codex":0.000106456624,"about_ca_system_score_gemma":0.00033162293,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W7051789790","doi":"","title":"The Bugle, 1919","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Yearbook; West virginia; Quarter (Canadian coin); Period (music); Table (database)","score_opus":0.0026749843843372014,"score_gpt":0.18736805418544628,"score_spread":0.18469306980110908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051789790","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019239185,0.049222786,0.005702169,0.00022484103,0.002022872,0.00069950306,0.00006126782,0.0051467437,0.93690056],"genre_scores_gemma":[0.0041420795,0.011225078,0.0022899834,0.000110834095,0.0016404673,0.00032475978,0.00010386622,0.00341777,0.9767452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973796,0.000038819668,0.00039124928,0.00034995502,0.0004207032,0.0014196985],"domain_scores_gemma":[0.9982235,0.00016349621,0.00014172475,0.0012905056,0.000022499906,0.00015828024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003191736,0.0006677501,0.00046503404,0.0002568103,0.00014612464,0.00012224785,0.0010202978,0.00085422886,0.0019391428],"category_scores_gemma":[0.000043920983,0.0005289872,0.00016982474,0.0005320569,0.00014326996,0.00006788392,0.00010183033,0.0015546951,0.002084185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003160313,0.000019789693,0.000008484033,0.000068645764,0.00020660217,0.000005004094,0.000027730923,0.000053600914,0.00017996856,0.009835823,0.9431896,0.04640156],"study_design_scores_gemma":[0.0001623722,0.000026901575,0.000005946233,0.00016021525,0.00007210587,0.000019362933,0.000010065858,0.00062222447,0.00045173406,0.0011199141,0.996719,0.00063016487],"about_ca_topic_score_codex":0.00002570592,"about_ca_topic_score_gemma":0.00017545909,"teacher_disagreement_score":0.053529363,"about_ca_system_score_codex":0.00019834486,"about_ca_system_score_gemma":0.000056397013,"threshold_uncertainty_score":0.99971616},"labels":[],"label_agreement":null},{"id":"W7051915722","doi":"","title":"Paper Chain from Runnymede Collegiate School in Canada","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chain (unit); Supply chain; Government (linguistics)","score_opus":0.002937404407666017,"score_gpt":0.23963330624367638,"score_spread":0.23669590183601036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051915722","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010239635,0.07725715,0.055543855,0.0025388051,0.0016779574,0.0068075377,0.0049460153,0.0013799293,0.8396091],"genre_scores_gemma":[0.1046837,0.012295106,0.037684254,0.003329628,0.0026489827,0.0016028575,0.0039695376,0.002247907,0.831538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981995,0.00003555584,0.00032235053,0.00064812397,0.0001635494,0.0006308819],"domain_scores_gemma":[0.99859315,0.000011345025,0.00022642149,0.0009664284,0.000019931578,0.00018274343],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008291726,0.00044619653,0.00038636665,0.00012418945,0.000054550732,0.000018223667,0.0005361484,0.0007270392,0.002179442],"category_scores_gemma":[0.00002298196,0.00046611484,0.00008156677,0.00025931568,0.000060472536,0.0000038562684,0.00018821107,0.0005590736,0.000058211954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024458725,0.000051237595,0.0006795184,0.000014908605,0.000057656198,0.0000064954143,0.0000028218249,0.000008259223,0.14315744,0.00017124387,0.85152555,0.0043004057],"study_design_scores_gemma":[0.0002860865,0.000025306856,0.00019985973,0.00011245019,0.000019636136,0.000003367724,0.000017345754,0.0000048523416,0.029927934,0.00016383597,0.9687116,0.00052769925],"about_ca_topic_score_codex":0.38597733,"about_ca_topic_score_gemma":0.76768863,"teacher_disagreement_score":0.38171127,"about_ca_system_score_codex":0.00029337846,"about_ca_system_score_gemma":0.00075981667,"threshold_uncertainty_score":0.99977905},"labels":[],"label_agreement":null},{"id":"W7052067622","doi":"","title":"Purposes, Policies, Performance Higher Education and the Fulfillment of a State’s Public Agenda","year":2003,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Higher education; Government (linguistics); State (computer science); Public policy; State government; Education policy; State policy; Higher education policy","score_opus":0.013111601809253628,"score_gpt":0.25021531806374164,"score_spread":0.237103716254488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052067622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6074655,0.0009630211,0.00039593826,0.0062018917,0.00029157553,0.0012312566,0.000024449952,0.000056864195,0.3833695],"genre_scores_gemma":[0.9701978,0.0001000458,0.00037533848,0.00013786148,0.000053788408,0.00019792117,0.000013251332,0.000015044684,0.028908923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875677,0.00009649804,0.00030079653,0.00021958716,0.0003094541,0.00031689013],"domain_scores_gemma":[0.9991516,0.00008849865,0.0001383905,0.00045267714,0.000087493325,0.000081334234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046235646,0.00015962723,0.00019243217,0.00014029023,0.00015695638,0.00009297006,0.00026009505,0.000040512645,0.024558326],"category_scores_gemma":[0.00001325115,0.0001126442,0.000055378096,0.0004327465,0.00023524674,0.000043391483,0.00012833727,0.00023212693,0.000027887834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004053429,0.0003610838,0.011776818,0.00004592978,0.000066472945,2.6619338e-7,0.0002858664,0.000004137888,0.0010455169,0.20904726,0.02543695,0.75188917],"study_design_scores_gemma":[0.0010996138,0.000069188,0.010759081,0.000034583092,0.000018084544,0.000001347038,0.00032932698,0.00014194318,0.0020503188,0.0019095663,0.9834221,0.00016487457],"about_ca_topic_score_codex":0.00053254067,"about_ca_topic_score_gemma":0.000012977596,"teacher_disagreement_score":0.9579851,"about_ca_system_score_codex":0.000013235697,"about_ca_system_score_gemma":0.00023181694,"threshold_uncertainty_score":0.9763334},"labels":[],"label_agreement":null},{"id":"W7052586096","doi":"","title":"Scenic River Evaluation Projects: Clinch and Dan Rivers","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Liquation; Proteogenomics","score_opus":0.025284449984056708,"score_gpt":0.23104535366592716,"score_spread":0.20576090368187044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052586096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686557,0.0010114011,0.0052850815,0.00005803966,0.0007858768,0.00056465616,0.00000940474,0.0015038288,0.022126025],"genre_scores_gemma":[0.99731183,0.00010367775,0.0022675854,0.000014815118,0.00014973654,0.000024610556,0.000015359246,0.00007899886,0.000033392647],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900764,0.0000165705,0.00017308095,0.00022233654,0.00029883027,0.00028152697],"domain_scores_gemma":[0.9994394,0.000021730066,0.000028114595,0.00029118516,0.000069595684,0.00014993385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032944634,0.0002031586,0.00017937968,0.0001344639,0.000044267956,0.000058227623,0.0001472595,0.00014413643,0.000014674224],"category_scores_gemma":[0.000038932183,0.00021110926,0.00003891094,0.00033342867,0.000052136027,0.00024333429,0.0000635041,0.00030196033,0.000055716915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006459702,0.0001623469,0.0042271754,0.00033555386,0.00041546562,0.000043866257,0.0050458503,0.08092544,0.03155971,0.010139913,0.024270276,0.8428098],"study_design_scores_gemma":[0.0023213164,0.00015309727,0.0067843073,0.00022873335,0.0001644501,0.00003289078,0.00041922444,0.82777643,0.0024782172,0.003035032,0.15546024,0.0011460535],"about_ca_topic_score_codex":0.000019737772,"about_ca_topic_score_gemma":0.0000034756426,"teacher_disagreement_score":0.8416638,"about_ca_system_score_codex":0.000162476,"about_ca_system_score_gemma":0.000027277532,"threshold_uncertainty_score":0.8608786},"labels":[],"label_agreement":null},{"id":"W7053307746","doi":"","title":"Virginia Tech's Office of Undergraduate Research Summer Symposium","year":2018,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; King Abdullah University of Science and Technology; Home Office; Canadian Institute for Theoretical Astrophysics; Johns Hopkins University; U.S. Department of Agriculture; National Science Foundation","keywords":"Undergraduate research; Virginia tech; Diversity (politics); Work (physics); Undergraduate education; West virginia; Point (geometry); Field (mathematics)","score_opus":0.020685876329852294,"score_gpt":0.3272969723897048,"score_spread":0.3066110960598525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053307746","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.086123064,0.00047042896,0.13265754,0.0051177293,0.0016113886,0.0016623932,0.00066756445,0.00067131117,0.77101856],"genre_scores_gemma":[0.98947877,0.000032327906,0.0037143459,0.00004118826,0.0016032188,0.00006905178,0.00004650281,0.00009514174,0.004919468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966626,0.0001681585,0.0006270935,0.00073504966,0.0008195515,0.0009875324],"domain_scores_gemma":[0.99742115,0.0002772504,0.00025499891,0.0011634744,0.0006852287,0.00019788106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010334081,0.00040533722,0.0005134432,0.00040931703,0.0005280387,0.00007367354,0.00081687246,0.00024374464,0.001168754],"category_scores_gemma":[0.00004838809,0.000384905,0.0002148081,0.0016077234,0.0011652679,0.00034086287,0.0002987347,0.0010810812,0.00061794673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006025888,0.00084892043,0.008660502,0.000109350214,0.0004712038,0.000025971836,0.00047517946,0.00013952394,0.058349557,0.80051917,0.049206957,0.0805911],"study_design_scores_gemma":[0.0020457578,0.00095580984,0.00059629907,0.0005111321,0.00010847932,0.000008500886,0.0005998949,0.00040088568,0.16207503,0.30388975,0.5276187,0.0011897577],"about_ca_topic_score_codex":0.00026405064,"about_ca_topic_score_gemma":0.000025969988,"teacher_disagreement_score":0.9033557,"about_ca_system_score_codex":0.00009935689,"about_ca_system_score_gemma":0.00023064895,"threshold_uncertainty_score":0.9998603},"labels":[],"label_agreement":null},{"id":"W7053538259","doi":"","title":"Three Essays on Agricultural and Food Trade Shocks and Regional Integration","year":2022,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Trade barrier; Food security; Regional integration; Economic integration; Free trade; Food products; Computable general equilibrium; Economic impact analysis; Regional trade","score_opus":0.010813756103927034,"score_gpt":0.2049733606849721,"score_spread":0.19415960458104506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053538259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8827217,0.011827283,0.0036560963,0.0026679668,0.0010894552,0.002575722,0.00026543092,0.002330204,0.092866115],"genre_scores_gemma":[0.9951388,0.0008949149,0.00068120164,0.000081582555,0.00018228873,0.00050392956,0.0011529395,0.000088039305,0.0012762927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878603,0.0000122037345,0.00029693093,0.0004018212,0.00025489193,0.00024810588],"domain_scores_gemma":[0.99948514,0.000071040515,0.00006257058,0.00026159463,0.000018747889,0.000100896264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007685068,0.00036736982,0.0002892593,0.00012712812,0.00023916276,0.000103409635,0.00018836978,0.0003866267,0.00023647028],"category_scores_gemma":[0.00001761483,0.00030188507,0.00007192362,0.00023453572,0.00004604858,0.00008670695,0.000034038472,0.0010014345,0.0000073883307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022570798,0.00028568145,0.00007345333,0.0010651303,0.00037097544,0.000009050118,0.0025023671,0.0027217187,0.01395624,0.3292315,0.08040858,0.56914955],"study_design_scores_gemma":[0.004623951,0.004762635,0.13013157,0.0027176456,0.0012943749,0.00026522813,0.0132772,0.106129356,0.0075831055,0.084451616,0.63529927,0.009464038],"about_ca_topic_score_codex":0.000015968808,"about_ca_topic_score_gemma":0.00024178483,"teacher_disagreement_score":0.5596855,"about_ca_system_score_codex":0.000074294876,"about_ca_system_score_gemma":0.000011963038,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W7054996911","doi":"","title":"Banner from University of British Columbia","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Banner; Work (physics)","score_opus":0.004380863575765931,"score_gpt":0.1519460780076066,"score_spread":0.14756521443184067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054996911","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090948225,0.0038934594,0.01770045,0.000025448093,0.00057350687,0.0005715933,0.0041872133,0.0032026654,0.9689362],"genre_scores_gemma":[0.021237213,0.0010542179,0.005944903,0.000016159362,0.0003404409,0.000008380867,0.0003317345,0.00058354996,0.9704834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992468,0.0000131555935,0.00013832221,0.00022604379,0.00013112457,0.00024457622],"domain_scores_gemma":[0.99925107,0.000027287595,0.00007598169,0.0005306006,0.000015535083,0.00009955402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000442243,0.000156915,0.00031742873,0.000067297486,0.00003207741,0.000034992216,0.0003938409,0.0005847825,0.015289952],"category_scores_gemma":[0.000002572233,0.00029425023,0.000098436816,0.00024499753,0.00008311334,0.000043723703,0.00006128119,0.0003234152,0.00051820156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.7962407e-7,0.000027442284,0.00011096583,0.000036597015,0.00008144914,0.000006867261,0.000012007057,0.000011138654,0.00023403383,0.000036667483,0.9906128,0.008829343],"study_design_scores_gemma":[0.00020521945,0.0000043925725,0.0007489072,0.00025934653,0.000079434205,0.0000024369272,0.000020817532,0.00019116595,0.00003072017,0.00015091685,0.9979895,0.00031718193],"about_ca_topic_score_codex":0.02686881,"about_ca_topic_score_gemma":0.019901283,"teacher_disagreement_score":0.02032773,"about_ca_system_score_codex":0.000042108146,"about_ca_system_score_gemma":0.000015245626,"threshold_uncertainty_score":0.99995095},"labels":[],"label_agreement":null},{"id":"W7054999914","doi":"","title":"Banners from Cook College at Rutgers New Brunswick","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Government (linguistics); Exposition (narrative); Agency (philosophy)","score_opus":0.008269045185145936,"score_gpt":0.23369434212807866,"score_spread":0.22542529694293273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054999914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010126964,0.0014237482,0.0010563665,0.0012877003,0.0007982928,0.001294347,0.00061169796,0.0004937413,0.99293286],"genre_scores_gemma":[0.0020398984,0.00007894547,0.0018383347,0.00013351612,0.0022784746,0.000068694644,0.0006747826,0.00064249,0.99224484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685454,0.000081829385,0.0004822162,0.00082815,0.0007413539,0.0010119325],"domain_scores_gemma":[0.9974843,0.00015852244,0.00036834978,0.0013569137,0.000040982344,0.0005909024],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018164453,0.00072909286,0.00073109637,0.00047392535,0.00014689546,0.000081343765,0.00096847286,0.0004882512,0.891106],"category_scores_gemma":[0.000011783245,0.00072491396,0.0002990127,0.0005263562,0.00017471907,0.000024946039,0.0006576519,0.00087935344,0.007337066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025260024,0.00009564511,0.001224999,0.00001771169,0.00019658182,0.0000086542095,0.000029115341,6.082244e-7,0.0003774156,0.0021548474,0.9090063,0.086862855],"study_design_scores_gemma":[0.0010976968,0.000035132616,0.00024460512,0.00023588755,0.00010804967,5.351916e-7,0.00006272793,0.000039333627,0.00061048,0.00018410804,0.9966403,0.0007411091],"about_ca_topic_score_codex":0.032857437,"about_ca_topic_score_gemma":0.001416253,"teacher_disagreement_score":0.883769,"about_ca_system_score_codex":0.00006367255,"about_ca_system_score_gemma":0.00063443754,"threshold_uncertainty_score":0.9995202},"labels":[],"label_agreement":null},{"id":"W7055050140","doi":"","title":"Biogeochemical Cycling and Paleoenvironmental Reconstructions of the Toarcian Oceanic Anoxic Event from Western North America","year":2016,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biogeochemical cycle; Sedimentary rock; Chemostratigraphy; Anoxic waters; Carbon cycle; Extinction event; Continental margin; Proterozoic; Large igneous province","score_opus":0.004051527643782446,"score_gpt":0.1895056200274114,"score_spread":0.18545409238362895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055050140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444705,0.00068517454,0.0009401362,0.000092800394,0.00044505592,0.00046626854,0.0015667634,0.00025178044,0.0011049659],"genre_scores_gemma":[0.9965777,0.00095871947,0.0006125857,0.000022004384,0.00013895646,0.00009458378,0.0010543215,0.000083332365,0.000457801],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987179,0.000022007158,0.00044808045,0.00036708967,0.00019339446,0.00025152502],"domain_scores_gemma":[0.9990442,0.000087510765,0.0001833916,0.00058126386,0.000014447984,0.00008921524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000034978635,0.00032829173,0.00033768456,0.00010148295,0.00012975602,0.000026834658,0.0003640811,0.0003382422,0.00015599301],"category_scores_gemma":[0.000011197576,0.00025759768,0.00013708856,0.00026843225,0.00014911089,0.00007669446,0.00005413787,0.0004584096,0.00004272656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010864761,0.00037278747,0.12647866,0.00052564096,0.0011334376,0.00001124469,0.0020310374,0.00040045395,0.5688603,0.00016839647,0.009550667,0.29035875],"study_design_scores_gemma":[0.0034293549,0.00020829235,0.39792758,0.0050522215,0.0019621467,0.00008850502,0.0033874554,0.005053344,0.47621068,0.008615781,0.09262348,0.0054411744],"about_ca_topic_score_codex":0.000036949066,"about_ca_topic_score_gemma":0.00011748583,"teacher_disagreement_score":0.2849176,"about_ca_system_score_codex":0.000080343794,"about_ca_system_score_gemma":0.000022564072,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W7055342920","doi":"","title":"Center for Digital Research and Scholarship Services Annual Report 2012/2013","year":2013,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics; Institute of Museum and Library Services; National Science Foundation","keywords":"Annual report; Scholarship; Center (category theory); Digital scholarship; Research center; Data center","score_opus":0.025025064890698424,"score_gpt":0.32799814532535804,"score_spread":0.3029730804346596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055342920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955864,0.00021436265,0.018636692,0.0015195726,0.00018408803,0.0019767743,0.0005833783,0.00020205684,0.020819081],"genre_scores_gemma":[0.9893599,0.000011625859,0.0006057832,0.000036020527,0.0004654811,0.0003975779,0.0002705207,0.000068929716,0.008784159],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975179,0.00004837622,0.0003895162,0.00064196996,0.00049350323,0.00090877386],"domain_scores_gemma":[0.9981577,0.00026333303,0.00010998141,0.0006555914,0.00051522563,0.0002982178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768597,0.00026895897,0.00031548348,0.0002083665,0.00040971194,0.00063247385,0.00056339795,0.00016215399,0.00046167572],"category_scores_gemma":[0.000018045184,0.00024160469,0.0001162462,0.00037439947,0.00026897134,0.0017369785,0.0004936941,0.00082305074,0.0004971114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017805949,0.0010771463,0.26464844,0.00022105293,0.0004231974,0.000034222387,0.00095645635,0.000009096461,0.0025109071,0.04268587,0.077115424,0.61014014],"study_design_scores_gemma":[0.003704345,0.00027970516,0.016330527,0.0004029259,0.000034074325,0.00006897719,0.0051175156,0.010940124,0.0032858213,0.5017258,0.45652032,0.0015898457],"about_ca_topic_score_codex":0.0002444403,"about_ca_topic_score_gemma":0.000004318714,"teacher_disagreement_score":0.60855025,"about_ca_system_score_codex":0.00005925342,"about_ca_system_score_gemma":0.00011362418,"threshold_uncertainty_score":0.98523533},"labels":[],"label_agreement":null},{"id":"W7055397697","doi":"","title":"Causal inference to scope environmental impact assessment in multisector systems: the case of trans-border hydropower exports","year":2022,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydropower; Scope (computer science); Electricity; Investment (military); Work (physics); Environmental impact assessment; Transmission (telecommunications); Electricity generation","score_opus":0.008168233214618495,"score_gpt":0.32406726045224665,"score_spread":0.31589902723762814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055397697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884822,0.00013404406,0.003070119,0.0004573615,0.00016164377,0.0017883492,0.00029761286,0.000028689288,0.005579977],"genre_scores_gemma":[0.99790037,0.0000067579526,0.00017550885,0.000024267194,0.000040722458,0.00070952374,0.000039875882,0.000028537817,0.0010744359],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979465,0.0002124708,0.0005053484,0.00039540205,0.0004961899,0.0004440863],"domain_scores_gemma":[0.9988818,0.00018185008,0.00013600232,0.0006459062,0.000019301096,0.0001351008],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006160252,0.00024424662,0.00030173355,0.00024413278,0.00021561931,0.000055801294,0.00044340806,0.000042388,0.14453588],"category_scores_gemma":[0.0000074405702,0.00019506805,0.000111309746,0.0005388436,0.000084176376,0.000033655022,0.00044236763,0.0006731285,0.000014802243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038527444,0.0044743,0.2076331,0.00012554102,0.00039747416,0.002189039,0.0052780993,0.035249047,0.09654743,0.0031498754,0.012289567,0.63228124],"study_design_scores_gemma":[0.01632809,0.0077663623,0.31879118,0.00078281877,0.00035412813,0.00058275834,0.07124822,0.15504335,0.010507638,0.0003780207,0.41304916,0.0051682717],"about_ca_topic_score_codex":0.009330956,"about_ca_topic_score_gemma":0.0002538312,"teacher_disagreement_score":0.627113,"about_ca_system_score_codex":0.000114289716,"about_ca_system_score_gemma":0.00018040823,"threshold_uncertainty_score":0.997266},"labels":[],"label_agreement":null},{"id":"W7055445521","doi":"","title":"Decarbonization via long-distance transmission of hydropower is cost-effective","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydropower; Greenhouse gas; Renewable energy; Fossil fuel; Electricity; Electricity generation; Hydroelectricity; Wind power","score_opus":0.005276587019935449,"score_gpt":0.25817434250772586,"score_spread":0.2528977554877904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055445521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045875162,0.00053025055,0.8731192,0.001494776,0.00018471386,0.0018546472,0.000040284245,0.000098794306,0.07680222],"genre_scores_gemma":[0.9920902,0.000035856683,0.0014172044,0.00006040837,0.000067930894,0.00019167081,0.00007788429,0.000030789524,0.006028013],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99838525,0.000084167616,0.00034786353,0.00042963246,0.0004327667,0.00032030884],"domain_scores_gemma":[0.9988419,0.000117524876,0.00012732223,0.00052443356,0.00027050156,0.00011831141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018709205,0.00020529538,0.00027605676,0.0001165541,0.000097763914,0.00004078625,0.000238374,0.00010558848,0.10197058],"category_scores_gemma":[0.0000135530145,0.00020322281,0.00013752075,0.00082485523,0.00009014191,0.000038783797,0.00011264961,0.00030966385,0.000051497154],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004519937,0.00028283722,0.005618792,0.000043720975,0.000051987718,0.000012373079,0.00015015414,0.000038127226,0.0329254,0.001773968,0.003766117,0.95529133],"study_design_scores_gemma":[0.0021038398,0.0001951715,0.01354284,0.000361344,0.00008778873,0.000003651576,0.00021770061,0.01738897,0.60510296,0.0021910428,0.3582027,0.00060200196],"about_ca_topic_score_codex":0.00014915834,"about_ca_topic_score_gemma":0.000020194257,"teacher_disagreement_score":0.9546893,"about_ca_system_score_codex":0.000019074618,"about_ca_system_score_gemma":0.00010370843,"threshold_uncertainty_score":0.8988503},"labels":[],"label_agreement":null},{"id":"W7055807270","doi":"","title":"Development of an Injectable Hydrogel Platform to Capture and Eradicate Glioblastoma Cells with Chemical and Physical Stimuli","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Laser Design and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Philanthropic Educational Organization; Wake Forest University; National Science Foundation","keywords":"Glioblastoma; Glioma; Parenchyma; Stem cell; Radiation therapy; Adjuvant; Brain tumor; U87","score_opus":0.007506791038822784,"score_gpt":0.2208199550312421,"score_spread":0.2133131639924193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055807270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975054,0.000068674475,0.0007206703,0.0000124615035,0.00005642609,0.00053564284,0.000054971933,0.00057729473,0.00046845304],"genre_scores_gemma":[0.98418754,0.000027385098,0.014275942,0.000013563755,0.00006224212,0.00027015648,0.00033979467,0.00017082665,0.00065255415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869686,0.00000370542,0.00029440311,0.000437329,0.00024928674,0.00031842748],"domain_scores_gemma":[0.9992959,0.000047075315,0.00007340271,0.00031676883,0.000040078336,0.00022677577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007366327,0.00039278824,0.00043861236,0.00022917266,0.000080713566,0.00004848489,0.00022022215,0.000360274,0.000007383826],"category_scores_gemma":[0.00000513604,0.00035998676,0.000031269705,0.00055629615,0.000044904795,0.00010121006,0.000043082116,0.00047584646,0.000023271452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038584002,0.0002503596,0.000015754069,0.0012594523,0.0003569941,0.000029412166,0.012110629,0.0035521404,0.9323838,0.00055790483,0.003276168,0.04582158],"study_design_scores_gemma":[0.0007091786,0.00017048669,0.00029386888,0.0006344148,0.00014848576,0.000016927872,0.0011564493,0.021510124,0.9697874,0.0004580973,0.0040517473,0.0010627792],"about_ca_topic_score_codex":0.000013982054,"about_ca_topic_score_gemma":0.000117110154,"teacher_disagreement_score":0.044758804,"about_ca_system_score_codex":0.000057469348,"about_ca_system_score_gemma":0.00006235866,"threshold_uncertainty_score":0.9998852},"labels":[],"label_agreement":null},{"id":"W7055966042","doi":"","title":"Dimensions of Recreancy in the Context of Winter Storm Uri","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distrust; Salient; Storm; Context (archaeology); Event (particle physics); Confirmatory factor analysis; Winter storm; Survey data collection","score_opus":0.007321178938645309,"score_gpt":0.27348236709087237,"score_spread":0.26616118815222706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055966042","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42073926,0.009897427,0.0025090207,0.0004993408,0.0044004186,0.002987967,0.0025279261,0.00020929206,0.55622935],"genre_scores_gemma":[0.99452966,0.00006824559,0.00028088485,0.0000163282,0.0002551964,0.00008217473,0.00051241944,0.000056831865,0.0041982704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841356,0.000052801446,0.0006310192,0.00034117355,0.00031289237,0.0002485548],"domain_scores_gemma":[0.9987798,0.00015353388,0.0003490136,0.0005624923,0.0001228514,0.000032337823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027324975,0.0003207305,0.0005444592,0.0002376586,0.00005494025,0.000016891488,0.00042626582,0.0002381633,0.00071873213],"category_scores_gemma":[0.000020746975,0.00021398642,0.0002908812,0.00052123074,0.000100014426,0.0000890785,0.000034835084,0.0009572034,0.000031040858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078414014,0.0012311144,0.0031850154,0.0012436047,0.001121058,0.00006258198,0.03290519,0.00011537033,0.0061771036,0.4352355,0.03862999,0.47930932],"study_design_scores_gemma":[0.0030303895,0.00092542026,0.002768969,0.015136165,0.0012290394,0.0000081337175,0.082770854,0.00018418663,0.067684114,0.38417146,0.4396218,0.0024694686],"about_ca_topic_score_codex":0.00021337431,"about_ca_topic_score_gemma":0.00022049813,"teacher_disagreement_score":0.5737904,"about_ca_system_score_codex":0.00003709021,"about_ca_system_score_gemma":0.00013776988,"threshold_uncertainty_score":0.8726113},"labels":[],"label_agreement":null},{"id":"W7057393465","doi":"","title":"JTE v12n1 - Miscellany","year":2011,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Alberta; Illinois State University; Old Dominion University; Indiana State University; University of Waikato; Purdue University; North Carolina State University; Masdar Institute of Science and Technology; Central Connecticut State University; Technische Universiteit Delft; Virginia Polytechnic Institute and State University","keywords":"","score_opus":0.00933301431838005,"score_gpt":0.23168336533145306,"score_spread":0.22235035101307302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057393465","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027561311,0.0004642255,0.0012779032,0.00028381488,0.0004218325,0.00089711836,0.00014295513,0.0005366515,0.99594796],"genre_scores_gemma":[0.001654681,0.00007629499,0.0015018606,0.000056425924,0.0009220823,0.00017575106,0.00013750934,0.0005621784,0.9949132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769735,0.000059298574,0.00036763662,0.0007047923,0.00048278735,0.00068813],"domain_scores_gemma":[0.9981713,0.000047234822,0.00025846783,0.0012556942,0.00004407798,0.000223171],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019220024,0.0005481436,0.00052277994,0.00048585926,0.000085496824,0.00008714314,0.00094301265,0.00040203537,0.9267421],"category_scores_gemma":[0.0000073608076,0.00051776256,0.00023163955,0.00034413498,0.00014888395,0.000007605598,0.00041930506,0.00085711613,0.0073903007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007503651,0.000104821265,0.00024356227,0.000034084256,0.00008885533,0.000011584395,0.000014119652,6.7507735e-8,0.00012306451,0.0037362366,0.8221797,0.1734564],"study_design_scores_gemma":[0.00045957838,0.000056004363,0.00007390929,0.00022288226,0.000050056333,9.180991e-7,0.000048043752,0.000023062905,0.0002618554,0.00045449776,0.9977996,0.00054962374],"about_ca_topic_score_codex":0.003449241,"about_ca_topic_score_gemma":0.00021063276,"teacher_disagreement_score":0.91935176,"about_ca_system_score_codex":0.000010039584,"about_ca_system_score_gemma":0.00011487476,"threshold_uncertainty_score":0.99972737},"labels":[],"label_agreement":null},{"id":"W7057433624","doi":"","title":"Household Water Quality - Prince George County 2009-2015","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Water quality; Quality (philosophy); West virginia; Water supply","score_opus":0.025324428306969415,"score_gpt":0.2781908546528055,"score_spread":0.2528664263458361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057433624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50230736,0.00021928636,0.023131818,0.072948866,0.0004750749,0.0025039043,0.0008645337,0.001330125,0.39621904],"genre_scores_gemma":[0.98494285,0.000011358958,0.0006845771,0.0008070025,0.00046675128,0.000105167834,0.000106953135,0.00005274466,0.012822601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744415,0.000100956684,0.0005100143,0.00059669785,0.0006448562,0.0007033292],"domain_scores_gemma":[0.99868685,0.00007963111,0.00010345134,0.000695474,0.00009886508,0.00033570456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00054859795,0.00030653196,0.00035559104,0.00008084454,0.00018308272,0.00014716496,0.00067494327,0.00012065162,0.114132255],"category_scores_gemma":[0.000026180584,0.000245272,0.00014787939,0.00035751154,0.00011711031,0.00006042821,0.0005530154,0.0006636099,0.00091742224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028613693,0.00076317054,0.044707578,0.00018161768,0.00020440266,0.000043237702,0.00079232984,0.000115483264,0.086680174,0.025097657,0.5765483,0.26457992],"study_design_scores_gemma":[0.000884068,0.00008767524,0.0046742405,0.000023690256,0.000020207015,5.208566e-7,0.00020862385,0.00060239865,0.01648285,0.0004622049,0.97610813,0.00044537836],"about_ca_topic_score_codex":0.00072443835,"about_ca_topic_score_gemma":0.000016034983,"teacher_disagreement_score":0.4826355,"about_ca_system_score_codex":0.00001527102,"about_ca_system_score_gemma":0.00008144606,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W7058190634","doi":"","title":"Marriott notes revenue and occupancy improvements in China","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Occupancy; Revenue; China; Coronavirus disease 2019 (COVID-19); Tourism","score_opus":0.008641107416120225,"score_gpt":0.24565555303001574,"score_spread":0.2370144456138955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058190634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442502,0.0002145641,0.0024811802,0.012889261,0.00010515393,0.0011176077,0.00015628013,0.000097286196,0.038688436],"genre_scores_gemma":[0.9972544,0.000021156879,0.0008784651,0.00021278697,0.00014644959,0.00007283538,0.000018634268,0.00002122311,0.0013740825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987031,0.00003792764,0.0002784442,0.0003915196,0.00023122846,0.0003577423],"domain_scores_gemma":[0.99941665,0.00006176818,0.0000725913,0.0002686389,0.000021707685,0.000158617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016991679,0.00018557977,0.00022229926,0.00010293122,0.00007491532,0.0000713534,0.00026424776,0.00006554813,0.022808002],"category_scores_gemma":[0.00004416473,0.00018480943,0.000048079437,0.0004314727,0.000054805725,0.000035746238,0.00032817648,0.0004269275,0.0000736857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045333596,0.00009544084,0.11715827,0.000044521323,0.000020682079,0.000012468908,0.00028388403,0.0000024882997,0.013813247,0.0013368912,0.008592178,0.8585946],"study_design_scores_gemma":[0.0064237504,0.00077278283,0.49036288,0.00037382834,0.000055538545,0.0000019506047,0.0007231057,0.009170819,0.013807418,0.004872366,0.47199115,0.0014444154],"about_ca_topic_score_codex":0.001060202,"about_ca_topic_score_gemma":0.00006236171,"teacher_disagreement_score":0.8571502,"about_ca_system_score_codex":0.000007063745,"about_ca_system_score_gemma":0.000044042932,"threshold_uncertainty_score":0.9780853},"labels":[],"label_agreement":null},{"id":"W7058301784","doi":"","title":"Maple Syrup in Appalachia: A Sustainable Economic Development Opportunity","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Maple; Leverage (statistics); Sustainable development; Economic analysis; Natural resource; Economic impact analysis","score_opus":0.01133843689818936,"score_gpt":0.2688637685086068,"score_spread":0.25752533161041746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058301784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31955752,0.00013046259,0.00012829257,0.00074364175,0.0007992135,0.002988802,0.00006705408,0.00042727956,0.6751577],"genre_scores_gemma":[0.22917527,0.000044803364,0.00040522928,0.000022514741,0.00024115595,0.001541798,0.003745617,0.00015772051,0.7646659],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996829,0.000076132106,0.00084553414,0.0007947811,0.00043413893,0.0010204575],"domain_scores_gemma":[0.9984755,0.00013499541,0.0003043012,0.00071522774,0.000105899344,0.0002640581],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008095779,0.0005385097,0.0006136882,0.0009964656,0.00024981474,0.00019064175,0.00077879505,0.00037450707,0.12804541],"category_scores_gemma":[0.000037281818,0.0006034786,0.00016107007,0.00062331895,0.000040365794,0.00004662689,0.00033553535,0.0012377745,0.0011896868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019310541,0.00041627014,0.0053105704,0.0008128216,0.00025404213,0.0001891346,0.001871029,0.00007092589,0.00017290126,0.016610514,0.16243348,0.81166524],"study_design_scores_gemma":[0.0014400958,0.000087234796,0.017855758,0.0004937585,0.00005325011,7.759887e-7,0.027212128,0.00070123054,0.0012328104,0.0038352509,0.9457219,0.001365788],"about_ca_topic_score_codex":0.0054227547,"about_ca_topic_score_gemma":0.0036407697,"teacher_disagreement_score":0.81029946,"about_ca_system_score_codex":0.00018463202,"about_ca_system_score_gemma":0.0019355383,"threshold_uncertainty_score":0.99964166},"labels":[],"label_agreement":null},{"id":"W7058350050","doi":"","title":"Modeling the Spread of Airborne Particles Associated with Harmful Algal Blooms and Plumes of Colored Smoke","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Critical Technology and Applied Science; McMaster University; National Science Foundation","keywords":"Aerosol; Algal bloom; Smoke; Particle (ecology); Bloom; Threatened species","score_opus":0.01087073852525441,"score_gpt":0.25426579803023347,"score_spread":0.24339505950497906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058350050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987246,0.00065993884,0.00019072508,0.00032951921,0.00011016347,0.00075037876,0.000121872006,0.00005701525,0.007907907],"genre_scores_gemma":[0.9946538,0.00004538408,0.00012929985,0.0000055371697,0.000044972738,0.00013694202,0.00032002438,0.000047810652,0.004616213],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982385,0.00006100447,0.000505408,0.00036901608,0.0005226221,0.00030345292],"domain_scores_gemma":[0.9988769,0.00015723247,0.0002645048,0.00038859353,0.00024914453,0.00006359316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036270407,0.0002916683,0.00046498174,0.00017476999,0.000088847155,0.00007036724,0.00033888695,0.00018010034,0.0043206676],"category_scores_gemma":[0.000041912885,0.00020470214,0.00011379819,0.00048101172,0.000138452,0.000021489472,0.00011280239,0.0005798169,0.0000041773765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001454161,0.0014686383,0.011968761,0.001452356,0.0039931866,0.000028881976,0.008187196,0.0015784099,0.034799874,0.019875165,0.008649459,0.9065439],"study_design_scores_gemma":[0.0071749343,0.0024114235,0.04662062,0.010814933,0.0041810386,0.0000032774042,0.053694528,0.723087,0.1313001,0.010620674,0.0072329217,0.0028585382],"about_ca_topic_score_codex":0.0020433736,"about_ca_topic_score_gemma":0.00071908056,"teacher_disagreement_score":0.9036854,"about_ca_system_score_codex":0.000008707119,"about_ca_system_score_gemma":0.00017540065,"threshold_uncertainty_score":0.99658954},"labels":[],"label_agreement":null},{"id":"W7060579381","doi":"","title":"A country house","year":2014,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proposition; Politics; Element (criminal law); Quarter (Canadian coin); Architecture","score_opus":0.004795049214363092,"score_gpt":0.250082979140551,"score_spread":0.24528792992618792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060579381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03842897,0.00023677952,0.001066743,0.0003565272,0.0010521598,0.0012207564,0.00009708064,0.0006420573,0.9568989],"genre_scores_gemma":[0.53215086,0.00007396551,0.0008432822,0.00016027642,0.0016418555,0.0007722811,0.002975299,0.00037620415,0.461006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974004,0.000063884516,0.00051708525,0.0006628386,0.0007387833,0.0006169986],"domain_scores_gemma":[0.9982395,0.0001318154,0.00030309331,0.00097178813,0.0001702677,0.00018349611],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032574506,0.0005102281,0.0005300277,0.00035459572,0.00020259294,0.0002022617,0.00077532884,0.00040903254,0.20993522],"category_scores_gemma":[0.000028411867,0.00050926075,0.00021149119,0.0005058935,0.000055499877,0.000023737975,0.00011506656,0.0011932483,0.0013390676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009925567,0.00022272418,0.00078552443,0.00017922268,0.00014657466,0.000010072694,0.00014246603,0.0000040890814,0.0016731757,0.0140923,0.2628932,0.7197514],"study_design_scores_gemma":[0.0006735243,0.00009162863,0.0017704761,0.0002877029,0.00009425696,5.663017e-7,0.0005760569,0.00031014445,0.0014836245,0.0009379173,0.9930895,0.0006846101],"about_ca_topic_score_codex":0.001029714,"about_ca_topic_score_gemma":0.000362834,"teacher_disagreement_score":0.7301963,"about_ca_system_score_codex":0.00001840292,"about_ca_system_score_gemma":0.00024221653,"threshold_uncertainty_score":0.9997359},"labels":[],"label_agreement":null},{"id":"W7060703666","doi":"","title":"Emerald Ash Borer","year":2018,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; Wood ash; Emerald; Fly ash","score_opus":0.007880749660078769,"score_gpt":0.2823175104052332,"score_spread":0.2744367607451544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060703666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008021414,0.00056774664,0.0042514945,0.00056068506,0.0003798914,0.0006919419,0.00013055523,0.00066660304,0.9926709],"genre_scores_gemma":[0.0073650507,0.000082267885,0.0010842634,0.00015190021,0.0025520232,0.00017204373,0.0002795834,0.0010545731,0.9872583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971292,0.00007282557,0.00033793133,0.0008005365,0.0005283987,0.0011310914],"domain_scores_gemma":[0.9982093,0.000032712167,0.0002344097,0.0012128777,0.0000734554,0.00023724137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023991635,0.00062362594,0.00058900064,0.0005019971,0.00014594194,0.00015336295,0.0010065987,0.0005586239,0.12105537],"category_scores_gemma":[0.0000075033877,0.0005814341,0.00031040463,0.0005632975,0.0001900075,0.000055608427,0.0003303478,0.001141795,0.010221903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009880606,0.0001036316,0.00033375525,0.00002172967,0.00021103761,0.000003663491,0.000012997778,4.41284e-7,0.00011002753,0.01578294,0.96634793,0.01706199],"study_design_scores_gemma":[0.0004952891,0.000096008655,0.000038566035,0.00016900414,0.000043853815,0.0000012037883,0.000014907917,0.000067966284,0.0005668708,0.0029576481,0.994918,0.0006306703],"about_ca_topic_score_codex":0.00079287664,"about_ca_topic_score_gemma":0.000072160365,"teacher_disagreement_score":0.11083347,"about_ca_system_score_codex":0.00007051231,"about_ca_system_score_gemma":0.00020911121,"threshold_uncertainty_score":0.9996637},"labels":[],"label_agreement":null},{"id":"W7062125310","doi":"","title":"Speaking for themselves: The importance of enabling Ugandan women to share their story through photography and community dialogue","year":2023,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Agriculture; Population; Face (sociological concept); Independence (probability theory); Work (physics); Focus group; Quarter (Canadian coin)","score_opus":0.024882961189497194,"score_gpt":0.2565169457172793,"score_spread":0.23163398452778208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062125310","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36229047,0.006158661,0.17862815,0.0012929013,0.0029432534,0.014972764,0.015331346,0.003417986,0.41496447],"genre_scores_gemma":[0.98294646,0.0001360083,0.004236033,0.00021770623,0.00096899027,0.0003005178,0.00018721928,0.0014120453,0.009595018],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842995,0.00012238162,0.00034181855,0.00040930594,0.00017322919,0.0005232936],"domain_scores_gemma":[0.9978453,0.0006499316,0.00047610493,0.0008689341,0.00007202926,0.00008773184],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072132185,0.0004753452,0.0006588402,0.00021558053,0.0005240258,0.00007351293,0.0005168218,0.0002174215,0.00011995431],"category_scores_gemma":[0.00004591458,0.00035356585,0.0002191631,0.0004338943,0.00022437114,0.00006730671,0.00032123626,0.0010033351,0.000005340021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000763987,0.0017729062,0.0355127,0.0020779804,0.009658597,0.000024828609,0.16681007,0.00045374467,0.006880876,0.07671176,0.42447883,0.27485374],"study_design_scores_gemma":[0.0010139627,0.0003056529,0.0005886559,0.0022023264,0.00014789966,0.0000015026949,0.042112634,0.0001939788,0.00092878414,0.016636621,0.93460447,0.001263497],"about_ca_topic_score_codex":0.0008675201,"about_ca_topic_score_gemma":0.00067455106,"teacher_disagreement_score":0.620656,"about_ca_system_score_codex":0.000047362868,"about_ca_system_score_gemma":0.000044949782,"threshold_uncertainty_score":0.99989164},"labels":[],"label_agreement":null},{"id":"W7062329359","doi":"","title":"Validation and Examination of Upper Extremity Kinematics in Typically Developing Children During the Box and Blocks Functional Test using Marker-based and Markerless Technology","year":2023,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kinematics; Motion capture; Motion (physics); Functional movement; Movement assessment; Population; Motion analysis","score_opus":0.00669983875968928,"score_gpt":0.2136028793232382,"score_spread":0.20690304056354894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062329359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923417,0.00067062496,0.0060741818,0.000057545047,0.00010050537,0.0003943717,0.000018636993,0.00024241618,0.00010003937],"genre_scores_gemma":[0.9933683,0.0003964337,0.00579827,0.000004287125,0.000027655435,0.000037210615,0.00016433043,0.000083090534,0.00012037716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847096,0.000055628294,0.00059775135,0.00037222696,0.00026789677,0.00023552332],"domain_scores_gemma":[0.9991184,0.00031139926,0.00019544002,0.00024852488,0.00008748552,0.000038755144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050614966,0.0003395034,0.00041404035,0.0008633011,0.00014147004,0.0000567821,0.00015833278,0.00062905817,0.000021060856],"category_scores_gemma":[0.0001629294,0.0003051021,0.000043571723,0.000894344,0.00010156214,0.00010413157,0.000054982887,0.0005986879,6.6037074e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037706178,0.00021550045,0.5083401,0.006442376,0.0007139482,0.000019693678,0.0016299253,0.026549302,0.27252948,0.00042891974,0.0000623705,0.18269129],"study_design_scores_gemma":[0.0005777316,0.000013042501,0.9397074,0.0018886103,0.00017542166,0.000023124903,0.0003983983,0.042343024,0.01406941,0.00035443954,0.00001563621,0.00043378325],"about_ca_topic_score_codex":0.000014296794,"about_ca_topic_score_gemma":0.00004719558,"teacher_disagreement_score":0.43136725,"about_ca_system_score_codex":0.00010227734,"about_ca_system_score_gemma":0.000035120866,"threshold_uncertainty_score":0.9999401},"labels":[],"label_agreement":null},{"id":"W7062503315","doi":"","title":"U.S. Land Border Closures With Canada and Mexico Extend to June 21","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland security; Border Security; Homeland; Closure (psychology); Government (linguistics)","score_opus":0.0039060978632709806,"score_gpt":0.23164809396185299,"score_spread":0.227741996098582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062503315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80942464,0.0005607504,0.003883913,0.024776628,0.00028268693,0.0008623197,0.00015333561,0.00011464977,0.15994106],"genre_scores_gemma":[0.951943,0.000019182013,0.0023980832,0.00046340583,0.00013993173,0.000094784475,0.000048296042,0.000035347985,0.044857964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985094,0.000036724035,0.00019768595,0.00042452427,0.00041948105,0.00041217508],"domain_scores_gemma":[0.999034,0.00008586971,0.00004475147,0.0004596504,0.00014003605,0.0002357065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012271568,0.00020326911,0.00022986843,0.000078005454,0.00014207955,0.00011546701,0.00018809775,0.00004714851,0.04878283],"category_scores_gemma":[0.000017189477,0.00017338221,0.000028339957,0.00049967284,0.000049883918,0.000020177884,0.00024312045,0.0002831039,0.000017965021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001135067,0.00020869538,0.1616493,0.000048419042,0.00017483793,0.00021736557,0.00013936781,0.000070786606,0.003984574,0.003752542,0.21555819,0.6140824],"study_design_scores_gemma":[0.00078654126,0.00007900118,0.033813857,0.000068879686,0.000025762716,0.000007507961,0.00033765376,0.00013236381,0.005249144,0.00016193058,0.9589959,0.00034149666],"about_ca_topic_score_codex":0.20886546,"about_ca_topic_score_gemma":0.5382165,"teacher_disagreement_score":0.74343765,"about_ca_system_score_codex":0.000013464301,"about_ca_system_score_gemma":0.00050802145,"threshold_uncertainty_score":0.9520867},"labels":[],"label_agreement":null},{"id":"W7062644514","doi":"","title":"The Transboundary Movement of Hazardous Solid Waste Between the United States and Mexico","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Product (mathematics); Movement (music); Artifact (error); Spring (device); Municipal solid waste","score_opus":0.008863823448898743,"score_gpt":0.2415834767759412,"score_spread":0.23271965332704245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062644514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8802485,0.002001689,0.10644136,0.005164466,0.00034608212,0.000626222,0.00024242203,0.00014665516,0.0047826357],"genre_scores_gemma":[0.998512,0.00014544345,0.000360196,0.00006581368,0.00021362242,0.000011251934,0.000052832365,0.00004090401,0.0005979316],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988453,0.00005163611,0.00032610729,0.00024567207,0.00021548934,0.00031579862],"domain_scores_gemma":[0.9990867,0.00038304782,0.00008369419,0.00033039958,0.000056950055,0.00005920995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037642324,0.00021246143,0.0002176056,0.000085395775,0.00043689692,0.00023882468,0.00022513025,0.000057174224,0.000023622284],"category_scores_gemma":[0.0000039273477,0.00012333291,0.00010892841,0.0003467472,0.00034505772,0.0000707494,0.000106362066,0.00039843158,0.0000070295023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013502479,0.00017708323,0.009178301,0.00014685994,0.0026603776,0.000027884284,0.005793653,0.00561178,0.0061739953,0.3644234,0.01028224,0.5953894],"study_design_scores_gemma":[0.0012428471,0.0004659053,0.0032450499,0.000923897,0.00067500456,0.0000049177856,0.011087278,0.13942403,0.051990736,0.2795691,0.51018935,0.0011819024],"about_ca_topic_score_codex":0.00022943337,"about_ca_topic_score_gemma":0.000009513243,"teacher_disagreement_score":0.5942075,"about_ca_system_score_codex":0.000020438967,"about_ca_system_score_gemma":0.00004391842,"threshold_uncertainty_score":0.50293696},"labels":[],"label_agreement":null},{"id":"W7063891810","doi":"","title":"Assessing Economic Impacts of Ecotourism in the Virginia Roanoke River Basin: Metrics Program Development Services","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Commission; Tourism; Economic impact analysis; Ecotourism; Work (physics); Natural resource; Rural area; Phoenix; Signage; Investment (military)","score_opus":0.01038036007622862,"score_gpt":0.28098487788305987,"score_spread":0.27060451780683126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063891810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93177783,0.00006607489,0.0013358591,0.0010919074,0.00014152337,0.0012496354,0.000010324159,0.000087041815,0.06423978],"genre_scores_gemma":[0.9907649,0.000010096035,0.008360927,0.00011166898,0.00015342039,0.00021981834,0.000038399336,0.000030942665,0.00030983298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976519,0.00019802387,0.0006564471,0.00042974076,0.0004714461,0.00059244275],"domain_scores_gemma":[0.9984245,0.0003761577,0.00031344205,0.00067303865,0.0000702142,0.00014268422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015482536,0.00030575023,0.00039759,0.0005074825,0.0001632971,0.00030500672,0.0009310858,0.00012661988,0.0074896226],"category_scores_gemma":[0.000027196978,0.00024029135,0.000117088435,0.00070359977,0.00011604697,0.00013730617,0.00031250826,0.0005065771,0.00010479692],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015414555,0.00040107282,0.058420382,0.0000804587,0.000048731967,0.0000030840292,0.00065975793,0.000033545148,0.0003910414,0.0014292393,0.0017735221,0.93674374],"study_design_scores_gemma":[0.0018852117,0.0002483545,0.27144298,0.0002894909,0.00005276993,0.000002343469,0.0020307088,0.011809361,0.0062007424,0.0009931864,0.7043479,0.0006969789],"about_ca_topic_score_codex":0.001624081,"about_ca_topic_score_gemma":0.000254001,"teacher_disagreement_score":0.9360468,"about_ca_system_score_codex":0.00004419907,"about_ca_system_score_gemma":0.00026585913,"threshold_uncertainty_score":0.9934177},"labels":[],"label_agreement":null},{"id":"W7064256412","doi":"","title":"Asian Americans and Pacific Islanders Facts, Not Fiction: Setting the Record Straight","year":2008,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pacific islanders; Premise; Context (archaeology); Value (mathematics); Asian americans; Frame (networking); Quarter (Canadian coin); Ethnic group","score_opus":0.014097979781754805,"score_gpt":0.23863783401517635,"score_spread":0.22453985423342154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064256412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12554348,0.00008208889,0.011620472,0.02855109,0.0003148734,0.0011326843,0.000079427824,0.0002898654,0.832386],"genre_scores_gemma":[0.982575,0.00007397474,0.0010566061,0.00010856569,0.00023855017,0.00007581015,0.000024854553,0.000026401442,0.01582023],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984197,0.00007751389,0.00029533065,0.0003992948,0.00035608356,0.00045209943],"domain_scores_gemma":[0.99904495,0.000157268,0.000124408,0.0004945958,0.000052850788,0.00012593227],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022843097,0.00023267505,0.00021021598,0.00011637565,0.0006205573,0.000104335515,0.00030749792,0.00007262677,0.040395085],"category_scores_gemma":[0.0000150611895,0.00017634564,0.00008823259,0.00043202733,0.0002845335,0.00004219692,0.00015207166,0.00058637164,0.000063763786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024634492,0.00006287731,0.01334944,0.000009218574,0.00005134794,0.000011219802,0.0006032311,0.0000042032457,0.0012064046,0.0008761198,0.09983269,0.8839686],"study_design_scores_gemma":[0.0006957153,0.00015647555,0.03285609,0.000044731354,0.000028627035,0.000015818605,0.0058572353,0.0011730328,0.0008195041,0.00020867784,0.95773184,0.0004122634],"about_ca_topic_score_codex":0.000397328,"about_ca_topic_score_gemma":0.00003680654,"teacher_disagreement_score":0.88355637,"about_ca_system_score_codex":0.000011568652,"about_ca_system_score_gemma":0.00007604048,"threshold_uncertainty_score":0.9604821},"labels":[],"label_agreement":null},{"id":"W7064569448","doi":"","title":"Combined annual report of county extension workers, Surry and Prince George county, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annual report; George (robot); Extension (predicate logic); Work (physics); Historical record","score_opus":0.008358875090117669,"score_gpt":0.27087671606328767,"score_spread":0.26251784097317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064569448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.682474,0.022967624,0.014257635,0.0027138323,0.011599845,0.005969682,0.013652984,0.0026630983,0.2437013],"genre_scores_gemma":[0.9686061,0.001614909,0.0015288262,0.00004696353,0.001364168,0.0001447647,0.001797099,0.0003326962,0.024564467],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99356383,0.00009764202,0.001823793,0.0018061019,0.00177534,0.0009333105],"domain_scores_gemma":[0.9951793,0.0002080086,0.001426743,0.0019628173,0.0009297701,0.00029337074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020366712,0.0011127719,0.0020157793,0.0006696144,0.0002547982,0.00022312083,0.0007266542,0.00090559653,0.00052615814],"category_scores_gemma":[0.000096429656,0.0010373724,0.00072028086,0.0013440632,0.00057676027,0.00032931342,0.00068463094,0.0022279525,0.000070050315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086686946,0.0024039466,0.39350876,0.0031429424,0.0077186804,0.005141558,0.000683532,0.00018809026,0.009971821,0.019322986,0.50772893,0.049321905],"study_design_scores_gemma":[0.0022137747,0.00073223625,0.04665905,0.009536281,0.006213866,0.0005132078,0.0020114735,0.0010267232,0.006042759,0.014885061,0.90473914,0.0054264166],"about_ca_topic_score_codex":0.0020849777,"about_ca_topic_score_gemma":0.000047689176,"teacher_disagreement_score":0.39701024,"about_ca_system_score_codex":0.00026222318,"about_ca_system_score_gemma":0.0013863244,"threshold_uncertainty_score":0.9992077},"labels":[],"label_agreement":null},{"id":"W7064653923","doi":"","title":"Choose Chicago's Marc Anderson Will Head Up Visit San Antonio","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Tourism","score_opus":0.011399585075704809,"score_gpt":0.2696779334103911,"score_spread":0.25827834833468627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064653923","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33403307,0.0009359732,0.012803295,0.017920922,0.0010062217,0.0013823713,0.00014912388,0.0005914111,0.6311776],"genre_scores_gemma":[0.94581413,0.000070569244,0.0014276452,0.0002663187,0.00048177346,0.00009802723,0.00015245947,0.000060459308,0.051628586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973348,0.0001127348,0.0004194403,0.000733365,0.0006282253,0.0007714724],"domain_scores_gemma":[0.99828196,0.00013029437,0.000115795985,0.0010087453,0.00017446207,0.00028872248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032291593,0.00035709466,0.00039564513,0.00019533781,0.00028435484,0.00024692883,0.00050777936,0.00013242167,0.30598688],"category_scores_gemma":[0.00003521454,0.0003582553,0.00021137313,0.00088838715,0.000117368094,0.00008368741,0.0004880152,0.0007904943,0.0003772814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054294127,0.00035822004,0.010607866,0.000039858274,0.0001026667,0.000062214036,0.00014723888,0.0000059809076,0.014750782,0.0072895517,0.07093059,0.89565074],"study_design_scores_gemma":[0.00207836,0.00011243346,0.019369274,0.0001662675,0.00004846646,0.000010363911,0.00088746706,0.0012402211,0.015409139,0.0018026585,0.9581877,0.00068766734],"about_ca_topic_score_codex":0.0005032697,"about_ca_topic_score_gemma":0.00012950823,"teacher_disagreement_score":0.8949631,"about_ca_system_score_codex":0.000026086627,"about_ca_system_score_gemma":0.00023063095,"threshold_uncertainty_score":0.99988693},"labels":[],"label_agreement":null},{"id":"W7065096359","doi":"","title":"Dwarf Alberta Spruce, Picea glauca, Conica","year":2010,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.005599214300353487,"score_gpt":0.22450607048128193,"score_spread":0.21890685618092845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065096359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443104,0.000024732884,0.00076452194,0.00039167685,0.00081568863,0.00024278129,0.000015496289,0.0001777074,0.053256944],"genre_scores_gemma":[0.992324,0.000003933885,0.0017392953,0.000118228745,0.00052093493,0.00006953602,0.000033392524,0.00004623239,0.005144428],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838233,0.000018714332,0.00035799024,0.000410041,0.00022906152,0.00060187647],"domain_scores_gemma":[0.9988459,0.00011200231,0.00013528216,0.0006562525,0.000057779507,0.00019282594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022151975,0.00030089015,0.00027666133,0.000106767504,0.00024649734,0.00011251429,0.00052002835,0.00016087097,0.004703225],"category_scores_gemma":[0.000018324465,0.00028427478,0.00012824957,0.00042759176,0.0001240983,0.0002727552,0.00014485152,0.0008056751,0.001744005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011914537,0.0004069444,0.5198832,0.00003030308,0.00025362227,0.0000115330795,0.00066639006,0.000027081245,0.22040054,0.06337235,0.0133484695,0.18148038],"study_design_scores_gemma":[0.0018282166,0.00008805403,0.06551798,0.0000643927,0.00006555118,0.000010801772,0.00008908078,0.0024726782,0.14653453,0.005022353,0.77701026,0.0012961172],"about_ca_topic_score_codex":0.00029847116,"about_ca_topic_score_gemma":0.00012278977,"teacher_disagreement_score":0.7636618,"about_ca_system_score_codex":0.000015922715,"about_ca_system_score_gemma":0.00009236399,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W7065239145","doi":"","title":"Deep-marine depositional systems of the western North Atlantic: Insights into climate and passive-margin evolution","year":2022,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sedimentary depositional environment; Silt; Structural basin; Sorting; Sedimentary rock; Tectonics; Sediment","score_opus":0.004526157777111854,"score_gpt":0.21647365518118838,"score_spread":0.21194749740407653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065239145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926829,0.0013841116,0.001136071,0.00004587267,0.0015419382,0.0008392168,0.000043968466,0.00019186304,0.0021340952],"genre_scores_gemma":[0.9972039,0.00031958916,0.00018140684,0.000047185986,0.00014529479,0.00021355532,0.0009749267,0.00006220116,0.00085193076],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971167,0.00020822398,0.0008142265,0.0006211101,0.0008378773,0.00040187963],"domain_scores_gemma":[0.99807817,0.00016310654,0.0008740266,0.0005818375,0.00019611628,0.000106732135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021111697,0.00041483025,0.00055465836,0.00035677102,0.00064241665,0.0001341765,0.00060514826,0.00032229905,0.000270007],"category_scores_gemma":[0.00008588835,0.00033058884,0.00012419211,0.00080324156,0.0001113474,0.00021292869,0.00031896756,0.00055632734,0.000034593177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029083982,0.0020061808,0.37191948,0.0073054032,0.0006628442,0.00021860815,0.014517847,0.01618888,0.46361792,0.10296883,0.0028417518,0.014843867],"study_design_scores_gemma":[0.004130568,0.0008340939,0.91195077,0.0019310613,0.0009816416,0.0001748532,0.0023156467,0.023518251,0.016058298,0.006824427,0.027543288,0.00373708],"about_ca_topic_score_codex":0.0011325146,"about_ca_topic_score_gemma":0.0026742695,"teacher_disagreement_score":0.5400313,"about_ca_system_score_codex":0.0002990998,"about_ca_system_score_gemma":0.0001754729,"threshold_uncertainty_score":0.9999146},"labels":[],"label_agreement":null},{"id":"W7065830784","doi":"","title":"Fifth annual Governor's School for Agriculture to be held July 3-30","year":2005,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Agriculture; Virginia tech; Quarter (Canadian coin)","score_opus":0.010891824720765093,"score_gpt":0.27249298391227317,"score_spread":0.26160115919150806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065830784","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037809595,0.0045111557,0.007887576,0.2000913,0.0051998817,0.0068558017,0.0010827124,0.0042578895,0.7323041],"genre_scores_gemma":[0.7093116,0.00043659454,0.024869135,0.016580235,0.010877373,0.0007965418,0.00005589709,0.00017615617,0.23689644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997747,0.00007124892,0.0003182682,0.00052206346,0.0005854306,0.00075598713],"domain_scores_gemma":[0.99868405,0.00014061735,0.00013066316,0.00039199862,0.00014016584,0.00051248097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060469547,0.00027573085,0.00030625565,0.00013625922,0.0009097986,0.00011703372,0.00073799817,0.00054207584,0.0009126509],"category_scores_gemma":[0.0004804332,0.0002403428,0.00022013439,0.0006733184,0.00016858417,0.00037162745,0.00009480901,0.00045817596,0.0013573045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042118303,0.00009343214,0.00009737471,0.00001090975,0.000024347572,0.0000046456566,0.006457761,0.000029998275,0.0003062945,0.008537276,0.9651158,0.019280044],"study_design_scores_gemma":[0.00037672164,0.00009304966,0.0009181318,0.000045359757,0.000029058863,0.0000016272891,0.002165164,0.000006608788,0.0001774048,0.00029433717,0.99548274,0.00040977725],"about_ca_topic_score_codex":0.00029191034,"about_ca_topic_score_gemma":0.0013181408,"teacher_disagreement_score":0.67150205,"about_ca_system_score_codex":0.0005393691,"about_ca_system_score_gemma":0.00023148823,"threshold_uncertainty_score":0.9994202},"labels":[],"label_agreement":null},{"id":"W7065882919","doi":"","title":"Evolving Technologies Shaping Public Transit","year":2024,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Advanced Research; Federal Transit Administration; U.S. Department of Transportation","keywords":"Public transport; Paratransit; Transit (satellite); Public sector; Emerging technologies; Bridge (graph theory); Technological change; Cloud computing","score_opus":0.017820397978878133,"score_gpt":0.2541135052589625,"score_spread":0.23629310728008435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065882919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.840982,0.008046759,0.0023170384,0.0009405783,0.0036201624,0.0010811784,0.000100730525,0.005109718,0.13780183],"genre_scores_gemma":[0.99076676,0.00007821267,0.00067444384,0.000012723222,0.00028643876,0.00024871356,0.000595933,0.00012963272,0.007207109],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977025,0.000017668157,0.0005184151,0.0006833382,0.00036753094,0.0007105921],"domain_scores_gemma":[0.9990628,0.000048927817,0.00018765414,0.00052246527,0.00010197383,0.00007618551],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023499923,0.0005614898,0.0004823335,0.0005748917,0.00028355818,0.0004555195,0.00068260974,0.0005012588,0.0012068315],"category_scores_gemma":[0.000017301954,0.00054876023,0.0002565722,0.001044613,0.000058488997,0.0003822153,0.00008216759,0.0014021507,0.000856482],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006539064,0.0001605004,0.0070415204,0.00077137473,0.00087232713,0.00004096898,0.00265783,0.000026720141,0.018352922,0.018030394,0.014891777,0.93708825],"study_design_scores_gemma":[0.0023354455,0.00028655888,0.014431215,0.008549292,0.0010949512,0.00001870446,0.021199314,0.021098554,0.31051224,0.07137862,0.5401394,0.008955752],"about_ca_topic_score_codex":0.00002719372,"about_ca_topic_score_gemma":0.00003721797,"teacher_disagreement_score":0.92813253,"about_ca_system_score_codex":0.000083313374,"about_ca_system_score_gemma":0.0001869217,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W7066191273","doi":"","title":"Hooded school sweater from Essex High School","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Customer churn and segmentation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Exposition (narrative); Power (physics); Quarter (Canadian coin)","score_opus":0.009435942582168077,"score_gpt":0.2092329901176694,"score_spread":0.19979704753550134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066191273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036819398,0.0014201632,0.0018574568,0.0010430063,0.0040877447,0.0013790282,0.00011772355,0.0035119157,0.98290104],"genre_scores_gemma":[0.11935818,0.0005017451,0.0034654655,0.0046448526,0.02641819,0.00035146635,0.003041646,0.0026205357,0.83959794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713326,0.000023573373,0.0005486123,0.00085311895,0.0006406238,0.00080079533],"domain_scores_gemma":[0.99801373,0.000034200813,0.00067592005,0.0010972995,0.00007811793,0.000100728445],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024393707,0.0008255077,0.0007355965,0.0011974198,0.00017158088,0.00072263886,0.00083621923,0.0010469847,0.09124286],"category_scores_gemma":[0.00009056703,0.0007792317,0.00023558989,0.0008144374,0.00008853176,0.00091385044,0.00042798935,0.0009586342,0.037780713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004375748,0.00013412721,0.0038967715,0.00014690995,0.00020414795,0.000022809076,0.000010960517,0.000002546642,0.0007064574,0.00089428155,0.97845715,0.015480107],"study_design_scores_gemma":[0.0012043135,0.000006710379,0.0041264654,0.00049566635,0.00035287163,0.0000016212912,0.00008687986,0.000053787066,0.00014726678,0.0010380072,0.99142027,0.001066144],"about_ca_topic_score_codex":0.005302201,"about_ca_topic_score_gemma":0.00036577834,"teacher_disagreement_score":0.14330311,"about_ca_system_score_codex":0.00014488361,"about_ca_system_score_gemma":0.000046317913,"threshold_uncertainty_score":0.9994659},"labels":[],"label_agreement":null},{"id":"W7066677047","doi":"","title":"ISCE News Flash, July 14, 2020","year":2021,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics; Sage Foundation; Russell Sage Foundation; National Science Foundation","keywords":"Flash (photography); Headline; Government (linguistics); News media; News bureau","score_opus":0.007288648838324834,"score_gpt":0.25094904707779614,"score_spread":0.2436603982394713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066677047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017498258,0.0013170661,0.0017925941,0.0017787988,0.0006806001,0.0009345405,0.00017493159,0.0003830117,0.99292094],"genre_scores_gemma":[0.000258715,0.00024405087,0.0026815766,0.00016763058,0.0018135582,0.000227421,0.00046995629,0.00054209435,0.993595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690664,0.000104263665,0.00048579703,0.0009855581,0.0007422131,0.00077552954],"domain_scores_gemma":[0.9977505,0.000091823655,0.00028956795,0.00150192,0.000093577735,0.00027261427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001832338,0.0006459335,0.00070213154,0.00035898964,0.000110430956,0.00020790502,0.0009369931,0.0004912333,0.8345857],"category_scores_gemma":[0.000026966525,0.00064488314,0.0003306192,0.00080175063,0.00013048889,0.0000130064545,0.00068835856,0.0013099017,0.0038412535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055667906,0.00010299766,0.00011254789,0.00005470994,0.000103481776,0.000031352894,0.000010586272,5.8969664e-7,0.00023081798,0.00069505104,0.75084466,0.24780765],"study_design_scores_gemma":[0.0005923327,0.00004729776,0.000044560315,0.00044715757,0.000054293196,0.0000019353765,0.000066597975,0.000048887257,0.00023703929,0.0001558498,0.9976693,0.0006347399],"about_ca_topic_score_codex":0.0012428887,"about_ca_topic_score_gemma":0.00046666403,"teacher_disagreement_score":0.83074445,"about_ca_system_score_codex":0.000018557897,"about_ca_system_score_gemma":0.00027583315,"threshold_uncertainty_score":0.99960023},"labels":[],"label_agreement":null},{"id":"W7066930501","doi":"","title":"Marriott Leads With the Largest U.S. Hotel Construction Pipeline at Q3’21 Close","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Pipeline transport; Quarter (Canadian coin); Work (physics)","score_opus":0.013545926693939182,"score_gpt":0.18420648360181882,"score_spread":0.17066055690787965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066930501","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34970155,0.008427718,0.0058509298,0.009525641,0.005643122,0.00067850424,0.0012227428,0.00047270473,0.6184771],"genre_scores_gemma":[0.62608165,0.001478409,0.0041511073,0.0011928316,0.00042788798,0.000067170404,0.000083861196,0.00008002508,0.36643705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812263,0.000019404928,0.0004979995,0.0007964275,0.00007361479,0.0004898985],"domain_scores_gemma":[0.9986201,0.00007129435,0.00034057314,0.0008009565,0.00007274672,0.00009434267],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060964643,0.00026882408,0.00048091434,0.0001591509,0.00052383833,0.00018752726,0.0003660515,0.00018180624,0.0080002],"category_scores_gemma":[0.000089422945,0.00023026278,0.00015848849,0.0005807058,0.0004367289,0.00021833678,0.00033185535,0.0003353691,0.008371132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012760582,0.00019630513,0.050825465,0.000047531033,0.00029966116,0.00009456795,0.0007104364,0.00025507252,0.00016661015,0.18084542,0.75972074,0.006710573],"study_design_scores_gemma":[0.0008920836,0.000035701072,0.0039929305,0.000030402161,0.000029274841,0.00008476548,0.0007436703,0.00037304504,0.0008539683,0.002416348,0.99009925,0.00044853232],"about_ca_topic_score_codex":0.000050163104,"about_ca_topic_score_gemma":0.00015165981,"teacher_disagreement_score":0.2763801,"about_ca_system_score_codex":0.00018513136,"about_ca_system_score_gemma":0.000038068116,"threshold_uncertainty_score":0.99290663},"labels":[],"label_agreement":null},{"id":"W7067666096","doi":"","title":"Narrative Report of Home Demonstration Work in Halifax County, Virginia","year":2024,"lang":"en","type":"report","venue":"VTechWorks (Virginia Tech)","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Narrative; Period (music); Historical record; George (robot); Table (database)","score_opus":0.01581798997688307,"score_gpt":0.25274272754434945,"score_spread":0.23692473756746638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067666096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6506394,0.034012724,0.0011457036,0.0030724218,0.009421748,0.0021054947,0.0036974687,0.00094309804,0.29496193],"genre_scores_gemma":[0.9829623,0.0032717455,0.0011736684,0.000082161976,0.00058000075,0.000013285736,0.0032434356,0.000053799868,0.008619594],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452895,0.00013109134,0.0018172553,0.0011828761,0.0016779044,0.0006619349],"domain_scores_gemma":[0.9972698,0.0002652471,0.0010384448,0.0009490281,0.00029231948,0.000185155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021968102,0.00070002896,0.0013894312,0.0011662731,0.000119472395,0.00018778502,0.00064911746,0.001164463,0.0023611733],"category_scores_gemma":[0.00025470863,0.000610285,0.0005222117,0.002885242,0.0003086903,0.00023995667,0.000068813664,0.0016223713,0.00021126086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005177537,0.00045665214,0.38513345,0.0023997254,0.0028356097,0.02309064,0.0036411257,0.016526632,0.00019172556,0.00050358387,0.32576513,0.23893797],"study_design_scores_gemma":[0.0010534007,0.0005755661,0.20627257,0.009093861,0.001748877,0.0024641608,0.004976996,0.007351562,0.0002542977,0.015258803,0.74642694,0.0045229434],"about_ca_topic_score_codex":0.012405699,"about_ca_topic_score_gemma":0.005779564,"teacher_disagreement_score":0.42066184,"about_ca_system_score_codex":0.000105962936,"about_ca_system_score_gemma":0.0012445248,"threshold_uncertainty_score":0.99963486},"labels":[],"label_agreement":null},{"id":"W7067670866","doi":"","title":"Narrative report Negro home demonstration work, Halifax county, Virginia","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Work (physics); George (robot); Period (music)","score_opus":0.017495888783729072,"score_gpt":0.28695083464398274,"score_spread":0.26945494586025365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067670866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52836674,0.017046178,0.00824739,0.09920627,0.011073346,0.0019718336,0.000073935524,0.006368758,0.32764557],"genre_scores_gemma":[0.960568,0.0006539943,0.0010588682,0.00026773423,0.00088429486,0.00013156081,0.000035922836,0.00003178596,0.036367834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973112,0.00019613229,0.0005044623,0.0006867089,0.0006585726,0.0006429394],"domain_scores_gemma":[0.9989201,0.00027622504,0.000126972,0.00030196877,0.00017355691,0.00020117896],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009145782,0.0003124468,0.00038601406,0.00016141952,0.0014183124,0.00015652152,0.00041624432,0.0004347366,0.0005233849],"category_scores_gemma":[0.00030432094,0.0002526464,0.00019816167,0.0016610824,0.0013570281,0.00042870105,0.00014827636,0.0007411187,0.00042873572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014511161,0.00026675776,0.008883655,0.000093313385,0.0005550355,0.0032516066,0.23422118,0.00003585623,0.0010853735,0.21048166,0.40204623,0.13893422],"study_design_scores_gemma":[0.00012642417,0.000068681504,0.0017462578,0.00015429899,0.00006038006,0.00005435154,0.008989903,0.000031900825,0.000060384158,0.0142410435,0.9739993,0.00046707812],"about_ca_topic_score_codex":0.00111548,"about_ca_topic_score_gemma":0.0028690395,"teacher_disagreement_score":0.57195306,"about_ca_system_score_codex":0.00041874498,"about_ca_system_score_gemma":0.00023128324,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W7067767737","doi":"","title":"Net Revenues, Operating Income Up for MGM in Q4","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comparability; Net income; Revenue; Quarter (Canadian coin); Net profit; International comparisons","score_opus":0.06459136794802729,"score_gpt":0.37163654078154973,"score_spread":0.30704517283352245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067767737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92960197,0.00034309673,0.045020062,0.0025669907,0.006919553,0.0019429562,0.0001184521,0.0003945988,0.013092305],"genre_scores_gemma":[0.9707891,0.0000063836064,0.010788061,0.00032090957,0.00014832032,0.000049776336,0.000029496594,0.00002676097,0.017841231],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629307,0.00013201631,0.0008906119,0.0011539633,0.0009885109,0.0005418288],"domain_scores_gemma":[0.99644476,0.0011361669,0.0002539057,0.0019276169,0.0001390065,0.00009852735],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008283704,0.00021435309,0.000405491,0.00067553925,0.00018854736,0.00073842425,0.0019106822,0.00014386445,0.00042520888],"category_scores_gemma":[0.0024345627,0.00017819622,0.00012611979,0.0020041699,0.00006285434,0.00040456778,0.0008625336,0.00031043557,0.0013391798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009868315,0.00018391172,0.05747036,0.00006437708,0.000032731165,0.000026901154,0.001334284,0.007530558,0.0021979036,0.017069915,0.28112984,0.63286054],"study_design_scores_gemma":[0.0016322006,0.00015841966,0.02254898,0.00030727874,0.00001136553,0.0000086968,0.0009396922,0.086464845,0.00036760684,0.01992656,0.8670376,0.0005967663],"about_ca_topic_score_codex":0.00006791269,"about_ca_topic_score_gemma":0.00007203539,"teacher_disagreement_score":0.6322638,"about_ca_system_score_codex":0.000081540806,"about_ca_system_score_gemma":0.000058283866,"threshold_uncertainty_score":0.9994384},"labels":[],"label_agreement":null},{"id":"W7069991902","doi":"","title":"Opportunities for adaptation to climate change: A comparative analysis of Indigenous fisheries systems in the Canadian Arctic and Eastern Sri Lanka","year":2020,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Contemporary art, education, critique","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Adaptation (eye); Work (physics); Sri lanka; Arctic; The arctic","score_opus":0.12815686094283185,"score_gpt":0.3448974696011748,"score_spread":0.21674060865834294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069991902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9241027,0.002804298,0.00013112342,0.034742,0.0012533412,0.010463469,0.0013246458,0.00017758866,0.025000839],"genre_scores_gemma":[0.9954812,0.00051539886,0.00014917535,0.0002537416,0.00014476641,0.0012189752,0.001352489,0.000018013478,0.0008662764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978915,0.0005452092,0.00048369312,0.00034720928,0.00035692094,0.00037546284],"domain_scores_gemma":[0.9985202,0.00034927385,0.00035293057,0.00023677238,0.00035412944,0.00018667775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014340765,0.00023596856,0.0005920886,0.0009924748,0.0005968445,0.00028365056,0.00040043498,0.00030809327,0.000017865008],"category_scores_gemma":[0.00015681499,0.00023140723,0.00010031895,0.0013683268,0.00011331362,0.00047237935,0.000011811075,0.0002661535,0.0000022588417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006789492,0.000031333242,0.004008517,0.00026895766,0.00018479982,0.0000071491545,0.98562026,0.000026308664,0.000002128928,0.0068935542,0.00045196526,0.0024371236],"study_design_scores_gemma":[0.000114395116,0.00010905716,0.011996274,0.0003737246,0.00040318872,5.51892e-7,0.9353003,0.0005453256,0.0000033002455,0.0002424624,0.050614193,0.00029724813],"about_ca_topic_score_codex":0.4880882,"about_ca_topic_score_gemma":0.9788522,"teacher_disagreement_score":0.490764,"about_ca_system_score_codex":0.00022985722,"about_ca_system_score_gemma":0.0010965159,"threshold_uncertainty_score":0.9436513},"labels":[],"label_agreement":null},{"id":"W7070159618","doi":"","title":"Optimistic for Centennial, Hilton Sees Revenue Spike in Q4","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spike (software development); Earnings; Revenue; Quarter (Canadian coin); Pipeline (software)","score_opus":0.02085849131559248,"score_gpt":0.2787973585240268,"score_spread":0.25793886720843434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070159618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48169094,0.0045216377,0.001103594,0.019030433,0.009809419,0.006226469,0.00038482508,0.0013381698,0.4758945],"genre_scores_gemma":[0.97573555,0.0005334338,0.0011800361,0.00021558347,0.00033170887,0.000077667275,0.00001058039,0.00001828808,0.021897139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986406,0.000049809278,0.00022149451,0.00033524,0.00027889,0.00047396056],"domain_scores_gemma":[0.9994095,0.00014874882,0.00009049493,0.00017326044,0.00008361728,0.000094375224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041597837,0.00015658575,0.00028852178,0.00008330263,0.00039079427,0.00006625493,0.00036668184,0.00021146101,0.00033708088],"category_scores_gemma":[0.00031037128,0.00013734332,0.00011958191,0.00045265903,0.0001692635,0.00015719261,0.00009392227,0.00023014944,0.00034927146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006480413,0.0011800153,0.031958494,0.00041622142,0.0002021692,0.00008533303,0.03538811,0.00045801332,0.0047347643,0.5103478,0.30446833,0.11011275],"study_design_scores_gemma":[0.00044274572,0.00008806153,0.0015228388,0.00009131777,0.000015564898,3.7391908e-7,0.0015340034,0.000030571126,0.000024775445,0.0019843376,0.99402684,0.00023856205],"about_ca_topic_score_codex":0.0020112644,"about_ca_topic_score_gemma":0.0017797938,"teacher_disagreement_score":0.6895585,"about_ca_system_score_codex":0.00032835503,"about_ca_system_score_gemma":0.000044474542,"threshold_uncertainty_score":0.5600698},"labels":[],"label_agreement":null},{"id":"W7070285481","doi":"","title":"Performing Competitive Intelligence with Research Analytics Tools","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Analytics; Big data; Competitive intelligence; Data analysis; Business intelligence; Key (lock); Intelligence analysis; Data collection","score_opus":0.08134583711231323,"score_gpt":0.32620885811553824,"score_spread":0.244863021003225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070285481","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05948316,0.0030776958,0.103481926,0.0024424247,0.0013602579,0.0012047624,0.000017846101,0.0019813091,0.8269506],"genre_scores_gemma":[0.9939958,0.00017472371,0.00081938424,0.00025607034,0.0015336064,0.00006687693,0.000023624169,0.00008317998,0.0030467552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973409,0.00002596383,0.00040152285,0.0007566697,0.00071207015,0.0007628407],"domain_scores_gemma":[0.9981178,0.0006028495,0.00007356848,0.0005430541,0.0006254894,0.000037222588],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013224776,0.00034421214,0.000312534,0.0011395063,0.00044911433,0.001628932,0.00078666833,0.00016454647,0.001602272],"category_scores_gemma":[0.0002899718,0.0002806738,0.00012601895,0.0037128727,0.00044199958,0.0014836006,0.00052673137,0.001229015,0.0046221465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007372543,0.00010047144,0.0014858842,0.00034981518,0.00008378568,0.00032915213,0.00018534042,0.00014597355,0.00041808846,0.7881502,0.003357435,0.20532015],"study_design_scores_gemma":[0.00011080756,0.00011450716,0.0005998316,0.0024980982,0.0000887817,0.00004043172,0.0029438557,0.042104177,0.0038452353,0.0190596,0.927811,0.00078364066],"about_ca_topic_score_codex":0.000114012284,"about_ca_topic_score_gemma":0.0002695835,"teacher_disagreement_score":0.9345126,"about_ca_system_score_codex":0.00014320259,"about_ca_system_score_gemma":0.000110993016,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W7070843836","doi":"","title":"Predicting phytoplankton community dynamics:  understanding water quality responses to global change","year":2021,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Institute for Critical Technology and Applied Science; Western Virginia Water Authority; National Science Foundation; Virginia Water Resources Research Center; Natural Sciences and Engineering Research Council of Canada; Virginia Lakes and Watersheds Association","keywords":"Phytoplankton; Plankton; Biomass (ecology); Water quality; Ectotherm","score_opus":0.050856187028658004,"score_gpt":0.3057527517871424,"score_spread":0.2548965647584844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070843836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94762206,0.00011354293,0.003993532,0.00029935132,0.0016829806,0.0011777623,0.0009048282,0.0004195191,0.04378643],"genre_scores_gemma":[0.98999137,0.00004000722,0.00074048474,0.00027869028,0.00021453858,0.00021658804,0.003617294,0.00010423361,0.0047968132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956447,0.00076055725,0.0009649289,0.00083849335,0.00088188256,0.0009094677],"domain_scores_gemma":[0.9975695,0.00031251277,0.00041908142,0.001350394,0.000038456805,0.0003100255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019420747,0.00071528764,0.0008804487,0.0001327758,0.00095630134,0.0002340532,0.0009971515,0.00097420014,0.0012230091],"category_scores_gemma":[0.00023750895,0.00065526617,0.00025491684,0.000716799,0.000098606055,0.0002671445,0.00057401916,0.0015402169,0.00044164856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020171094,0.0010529659,0.90607554,0.0024691615,0.00061980175,0.00033297614,0.031607237,0.00053862267,0.0032412298,0.012572953,0.005492675,0.033979755],"study_design_scores_gemma":[0.0046430994,0.0019462702,0.64626443,0.012952675,0.0012159202,0.00038369882,0.1798187,0.04713446,0.0046895286,0.042883422,0.04471512,0.013352689],"about_ca_topic_score_codex":0.0068535362,"about_ca_topic_score_gemma":0.108977236,"teacher_disagreement_score":0.2598111,"about_ca_system_score_codex":0.0033289134,"about_ca_system_score_gemma":0.00005470206,"threshold_uncertainty_score":0.9997599},"labels":[],"label_agreement":null},{"id":"W7071355423","doi":"","title":"Teddy Bear from The Business Professionals of America Chapter from Canadian Valley Technology Center","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Government (linguistics); Work (physics); Information technology","score_opus":0.009227586361439338,"score_gpt":0.23348208942303625,"score_spread":0.22425450306159692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071355423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030601323,0.029977918,0.001867123,0.028131284,0.0078723,0.009655097,0.07760124,0.008230118,0.8336048],"genre_scores_gemma":[0.2884817,0.0029710655,0.06532352,0.009019487,0.012300513,0.0023446763,0.017833328,0.025612356,0.57611334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473256,0.00021920583,0.0010010414,0.0013996809,0.0009688814,0.0016786153],"domain_scores_gemma":[0.993728,0.00027014263,0.0015117035,0.0036862069,0.00030257885,0.00050140306],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00032919258,0.0013673346,0.0016580159,0.002217037,0.00026299153,0.000067257875,0.003207269,0.003242835,0.04147441],"category_scores_gemma":[0.00025004675,0.0010269803,0.00031593523,0.0024782151,0.001303232,0.00014767631,0.00080574537,0.0023061882,0.013942693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007668667,0.00032621945,0.005864141,0.0000349989,0.0010126532,0.000057974517,0.00023444305,0.0000025015436,0.0012876894,0.00085929845,0.96200746,0.02823596],"study_design_scores_gemma":[0.00080641115,0.000027441667,0.0040515526,0.0022885224,0.0002844284,0.000008583354,0.00026683114,0.000011718494,0.00023807315,0.0009009333,0.98996925,0.0011462774],"about_ca_topic_score_codex":0.3026838,"about_ca_topic_score_gemma":0.14977384,"teacher_disagreement_score":0.28542158,"about_ca_system_score_codex":0.00035208094,"about_ca_system_score_gemma":0.000508125,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W7072452079","doi":"","title":"Why Use-value Estimates Can Differ Between Counties","year":2005,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Hemopericardium; Demotion","score_opus":0.01743785780082968,"score_gpt":0.21276354897513303,"score_spread":0.19532569117430335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072452079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778973,0.0001640837,0.000014941937,0.019621892,0.00010961032,0.00024155942,0.0002485295,0.0003876857,0.0013144166],"genre_scores_gemma":[0.99366,0.00012889518,0.00068036525,0.002811196,0.0013241484,0.00002628053,0.00020101554,0.000004234964,0.0011639084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984838,0.000029412466,0.00034829485,0.00041034375,0.00016959221,0.00055856834],"domain_scores_gemma":[0.9991873,0.00030927875,0.00014039042,0.0001256897,0.000050921164,0.00018644039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013976978,0.0003184008,0.00035233094,0.000025825651,0.00033929155,0.00030277006,0.0004978975,0.00028396308,0.00057630753],"category_scores_gemma":[0.00004936113,0.000119682765,0.00015690601,0.00032852136,0.000114496426,0.00032634052,0.00015746354,0.00029844095,0.00019082765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057441488,0.0002822356,0.15714045,0.000028726256,0.00024367071,0.00001345709,0.0004522468,0.00036399538,0.08090687,0.02148329,0.3521639,0.3868637],"study_design_scores_gemma":[0.0001195307,0.000094025716,0.23127739,0.000031105552,0.000030411911,0.000008845264,0.000048793518,0.00022551433,0.004137453,0.0011587202,0.7624069,0.0004613513],"about_ca_topic_score_codex":0.0017155734,"about_ca_topic_score_gemma":0.001537723,"teacher_disagreement_score":0.41024294,"about_ca_system_score_codex":0.00009064491,"about_ca_system_score_gemma":0.0000076144956,"threshold_uncertainty_score":0.6310164},"labels":[],"label_agreement":null},{"id":"W7074638577","doi":"","title":"Geotechnical Investigation and Characterization of Bivalve-Sediment Interactions","year":2020,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Riprap; Levee; Settlement (finance); Breakwater; Foundation (evidence); Erosion; Underwater; Dredging","score_opus":0.008249635675119268,"score_gpt":0.21363939781832317,"score_spread":0.2053897621432039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074638577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091935,0.00031080973,0.003140704,0.00020400276,0.0011923346,0.0006386812,0.00013166657,0.0009582983,0.0025041532],"genre_scores_gemma":[0.99535805,0.00067667867,0.000737275,0.000032503518,0.00012316104,0.00008331726,0.002441203,0.00010703965,0.0004407935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987572,0.000013889904,0.0005239895,0.00029114672,0.00022371463,0.0001900871],"domain_scores_gemma":[0.99934673,0.00003810169,0.00017914746,0.00025833418,0.00006166069,0.000116036805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000075139455,0.0003131,0.00039181332,0.00023476136,0.0000526654,0.000045004697,0.00017073646,0.00045518397,0.0000651234],"category_scores_gemma":[0.000027020134,0.00034421423,0.000096297204,0.00039724243,0.000051511895,0.00016769719,0.00004104984,0.0007577176,0.00001543437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048665795,0.000038343314,0.000028250617,0.0008626835,0.00014835126,0.000008011087,0.0011173063,0.00026403138,0.9844017,0.0010691503,0.00047403504,0.011539447],"study_design_scores_gemma":[0.0014756221,0.00045686934,0.01969837,0.0038212778,0.00091385,0.00007699319,0.0009403656,0.21543512,0.597807,0.003663478,0.15273486,0.0029762173],"about_ca_topic_score_codex":0.0000044306503,"about_ca_topic_score_gemma":0.000010718568,"teacher_disagreement_score":0.38659474,"about_ca_system_score_codex":0.0000764972,"about_ca_system_score_gemma":0.0000384789,"threshold_uncertainty_score":0.999901},"labels":[],"label_agreement":null},{"id":"W7112197737","doi":"","title":"Cache Valley Virus: A Comparison Across Both Lineages and Reassortant Strains Using in vitro and in vivo Models","year":2025,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reassortment; Orthobunyavirus; Lineage (genetic); Coinfection; Disease; Pathogenesis; Outbreak","score_opus":0.037250390387171865,"score_gpt":0.2970792827805777,"score_spread":0.25982889239340584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112197737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99330485,0.004609883,0.000007673666,0.00008881706,0.000084127314,0.0005937228,0.00066378916,0.00012788388,0.00051925995],"genre_scores_gemma":[0.9974782,0.0012983168,0.00028987628,0.000073951174,0.00007711086,0.000054584892,0.00038701366,0.000007868725,0.00033309046],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975027,0.000117056334,0.00065117836,0.0008578124,0.00028928928,0.0005819795],"domain_scores_gemma":[0.9992132,0.00019834333,0.00026669892,0.00012709187,0.00005496548,0.0001396777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032902564,0.00049594545,0.00077889796,0.00011069752,0.00019004103,0.00022388063,0.0003365969,0.0007487564,0.000047635986],"category_scores_gemma":[0.000113738104,0.00026829145,0.000109005385,0.0008139328,0.00007649399,0.00023509619,0.00014297685,0.0007257753,9.488905e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011336596,0.0006306272,0.011128252,0.00029410818,0.000077865974,0.00011368984,0.0012110617,0.0005042451,0.9190004,0.0001929097,0.0001882412,0.06552493],"study_design_scores_gemma":[0.0015642665,0.00043369544,0.8933689,0.0032545328,0.00023990475,0.000016536378,0.012336472,0.056538697,0.025778962,0.0022203869,0.0017090383,0.0025386352],"about_ca_topic_score_codex":0.005441179,"about_ca_topic_score_gemma":0.06820163,"teacher_disagreement_score":0.89322144,"about_ca_system_score_codex":0.00010709752,"about_ca_system_score_gemma":0.00005237182,"threshold_uncertainty_score":0.99997693},"labels":[],"label_agreement":null},{"id":"W7112645522","doi":"","title":"Post-secondary Students' Travel Behavior through the Lens of Urban and Rural Contexts","year":2025,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multinomial logistic regression; Mixed logit; Discrete choice; Travel behavior; Mode choice; Travel survey; Preference; Multinomial probit; Revealed preference","score_opus":0.01006208428194184,"score_gpt":0.3010805376902207,"score_spread":0.29101845340827887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112645522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282641,0.006335883,0.0007698022,0.0012943035,0.002487643,0.002690154,0.0010370031,0.00043971505,0.056681395],"genre_scores_gemma":[0.9713262,0.00094190164,0.00033686377,0.00019782712,0.00009968463,0.00011814801,0.001634455,0.00003490969,0.025310013],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813676,0.00012752817,0.00051836675,0.00032032956,0.00060602603,0.00029096394],"domain_scores_gemma":[0.99878174,0.00020980394,0.00038961653,0.00028194007,0.00028672238,0.000050198134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039446767,0.000275948,0.0003982427,0.00016984278,0.0006235363,0.00012816158,0.00056800304,0.00063263177,0.00018247523],"category_scores_gemma":[0.000097075084,0.00023889956,0.00013857424,0.00043518,0.00023521131,0.00025693738,0.000016770508,0.00064112694,0.0000047387744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010217264,0.0014136259,0.07731905,0.001132544,0.00097303744,0.00006322027,0.5489692,0.00027059464,0.0018410722,0.19816099,0.017882839,0.15095209],"study_design_scores_gemma":[0.0018421048,0.00024204305,0.7554265,0.0015410377,0.0011675215,0.0000018030378,0.17289679,0.00001492219,0.00061870826,0.0009837593,0.064175665,0.0010890865],"about_ca_topic_score_codex":0.0030794227,"about_ca_topic_score_gemma":0.0057029077,"teacher_disagreement_score":0.6781075,"about_ca_system_score_codex":0.00004430392,"about_ca_system_score_gemma":0.00037938196,"threshold_uncertainty_score":0.9742042},"labels":[],"label_agreement":null},{"id":"W7112789894","doi":"","title":"Physical Review Fluids","year":2025,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; Beijing Normal University; National Natural Science Foundation of China; National Science Foundation","keywords":"Ball (mathematics); Fluid–structure interaction; Deformation (meteorology); Computation; Rotation (mathematics); Fluid dynamics; Cerebrospinal fluid; Skull","score_opus":0.011651086459163436,"score_gpt":0.3032499779598184,"score_spread":0.29159889150065493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112789894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3860324,0.13649948,0.009773405,0.06806877,0.0018976612,0.0045156484,0.000032715856,0.0031651247,0.39001477],"genre_scores_gemma":[0.97584295,0.0062411116,0.0015127985,0.011259084,0.0002061308,0.0001481543,0.000022730348,0.000035898393,0.004731167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998643,0.000054589873,0.00031942182,0.000409232,0.00028773287,0.0002860717],"domain_scores_gemma":[0.9988387,0.00012678427,0.000056790734,0.00082617643,0.000059133967,0.00009240352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027352246,0.00022756396,0.0005676599,0.00012334777,0.00010034127,0.000019948511,0.00023443953,0.00010217442,0.00026035268],"category_scores_gemma":[0.0002614898,0.00018368855,0.0003288982,0.00085224485,0.00013597212,0.00007013756,0.00007760346,0.00047311813,0.00018916298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031303536,0.0017105069,0.0029006891,0.010357497,0.00085995096,0.0002344865,0.00018757343,0.0000030012318,0.03154649,0.10251525,0.4623934,0.38697812],"study_design_scores_gemma":[0.002132281,0.00037633296,0.01979152,0.015751174,0.0011832659,0.00014191668,0.00004912899,0.0003084856,0.028635222,0.0071520903,0.9239254,0.0005531777],"about_ca_topic_score_codex":0.0000038703697,"about_ca_topic_score_gemma":0.0000012131783,"teacher_disagreement_score":0.5898105,"about_ca_system_score_codex":0.000038986465,"about_ca_system_score_gemma":0.000078998695,"threshold_uncertainty_score":0.74906015},"labels":[],"label_agreement":null},{"id":"W7112812074","doi":"","title":"Solving bicycle helmet fit: Engineering & Entrepreneurship","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Entrepreneurship; Field (mathematics); Work (physics); Context (archaeology)","score_opus":0.01990374462698844,"score_gpt":0.2821704884106652,"score_spread":0.26226674378367676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112812074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48953074,0.0148979165,0.05323157,0.032366145,0.039981138,0.0017767603,0.00007917988,0.025758088,0.34237847],"genre_scores_gemma":[0.98843586,0.00021501197,0.0016976268,0.000077691024,0.0007700593,0.000030732444,0.000004405892,0.000046138015,0.008722442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859,0.000032819353,0.00018800239,0.00034693792,0.00033451617,0.0005077325],"domain_scores_gemma":[0.9992673,0.00020210585,0.000024004748,0.00027370438,0.000034290242,0.00019861363],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005375177,0.00017524364,0.00014698753,0.0003175124,0.00022272355,0.00041986414,0.00036672107,0.00018509536,0.0014266788],"category_scores_gemma":[0.00031543276,0.00019092788,0.000114260954,0.0009913433,0.000072959316,0.00031014884,0.00006535129,0.00036997438,0.0008737871],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020634017,0.000303414,0.0030928948,0.00040884415,0.00030316948,0.00031023723,0.04016802,0.019294487,0.0063867206,0.42696682,0.14103112,0.36171365],"study_design_scores_gemma":[0.00007617534,0.000012773516,0.0007412603,0.00021674714,0.000023978208,0.0000043009923,0.0008959363,0.0046861353,0.0005150505,0.00056975306,0.9919357,0.0003222079],"about_ca_topic_score_codex":0.00024718675,"about_ca_topic_score_gemma":0.000037839705,"teacher_disagreement_score":0.8509046,"about_ca_system_score_codex":0.0001745714,"about_ca_system_score_gemma":0.00012726853,"threshold_uncertainty_score":0.99990416},"labels":[],"label_agreement":null},{"id":"W7113085293","doi":"","title":"CLIR Postdoctoral Fellowship in Community Data for the Rematriation Project: Summary Report","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Directive; Bridge (graph theory); Key (lock); Indigenous","score_opus":0.2088982087569325,"score_gpt":0.4360396439223628,"score_spread":0.22714143516543028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113085293","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033708687,0.002568851,0.95348233,0.027392404,0.0016064303,0.004056195,0.00021470957,0.0014571119,0.00585108],"genre_scores_gemma":[0.8514393,0.004295802,0.12504564,0.0009930797,0.0009609024,0.001237819,0.0031955722,0.00018010204,0.012651817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676234,0.00058736734,0.0005959005,0.00084070116,0.0006776296,0.00053605216],"domain_scores_gemma":[0.98972064,0.0033333828,0.00019625688,0.0066062137,0.00008673313,0.000056754245],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.013919868,0.00022295835,0.00022370889,0.00052342337,0.0004233219,0.0041481196,0.008940075,0.00014699012,0.0000067438846],"category_scores_gemma":[0.003419404,0.00016672157,0.00007654543,0.0022437216,0.00010558468,0.018159723,0.0052096983,0.0013891353,0.000029553954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024925568,0.00068880414,0.0030853325,0.0012717758,0.00039867472,0.0015591484,0.0013335183,0.00021438995,0.0005753907,0.32608458,0.42656863,0.23797052],"study_design_scores_gemma":[0.00032248,0.00012589074,0.0029701225,0.00029163895,0.000038802238,0.000085865686,0.00027738055,0.18932211,0.00005629125,0.0048253983,0.80137414,0.00030986607],"about_ca_topic_score_codex":0.0013234522,"about_ca_topic_score_gemma":0.0008075075,"teacher_disagreement_score":0.8480684,"about_ca_system_score_codex":0.00014719508,"about_ca_system_score_gemma":0.00029909282,"threshold_uncertainty_score":0.99688566},"labels":[],"label_agreement":null},{"id":"W7113542144","doi":"","title":"Advancing Women: Transforming Engineering Education","year":2011,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering education; Women in science; Health systems engineering; Professional association; Leadership development; Work (physics)","score_opus":0.010728377161733001,"score_gpt":0.22378009697416495,"score_spread":0.21305171981243196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113542144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7673508,0.0002103479,0.009516057,0.00043755496,0.0016967767,0.000467058,0.0000032504788,0.0009933116,0.21932484],"genre_scores_gemma":[0.99032664,0.000088256114,0.007452428,0.00012993986,0.00015617751,0.00003406586,0.0000031364123,0.000015485732,0.0017938913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988939,0.000019384888,0.00014727142,0.00020408137,0.00026108243,0.0004742528],"domain_scores_gemma":[0.9995432,0.000033477332,0.000044339486,0.00014350352,0.000060932623,0.00017452922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055420416,0.00011981479,0.00012540996,0.00018922903,0.00037059982,0.00004390041,0.0002881798,0.000140084,0.00079725456],"category_scores_gemma":[0.00009169869,0.00013790278,0.000053957072,0.0005015205,0.000058033304,0.00043817444,0.000043621985,0.00018371294,0.000076265875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009485472,0.00040177983,0.030262472,0.00012093739,0.00009198432,0.000031365253,0.36163852,0.000021458058,0.0026818577,0.10373157,0.008757413,0.49216577],"study_design_scores_gemma":[0.0004978896,0.000063869695,0.011812607,0.00021117051,0.00003372939,0.00000499278,0.05367731,0.00005320854,0.0039086156,0.00455835,0.9242146,0.00096368307],"about_ca_topic_score_codex":0.00050074403,"about_ca_topic_score_gemma":0.0002111008,"teacher_disagreement_score":0.9154572,"about_ca_system_score_codex":0.00037521587,"about_ca_system_score_gemma":0.00029709423,"threshold_uncertainty_score":0.8729378},"labels":[],"label_agreement":null},{"id":"W7113585087","doi":"","title":"BC Journal of Ecosystems and Management","year":2002,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); The Internet; Natural resource management; Natural resource; Resource (disambiguation); Resource management (computing); Value (mathematics); Knowledge sharing","score_opus":0.008158196396883066,"score_gpt":0.19890253703900537,"score_spread":0.1907443406421223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113585087","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37983793,0.0007817557,0.0012044121,0.0019515728,0.00060870947,0.0006186257,0.00000423314,0.00015313608,0.6148396],"genre_scores_gemma":[0.9775729,0.0010673727,0.0020442146,0.00018172582,0.000108551125,0.00000818838,7.3804057e-7,0.0000208311,0.018995456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895847,0.000027496624,0.00029487285,0.00017316423,0.00029316838,0.00025280772],"domain_scores_gemma":[0.99945354,0.000020453173,0.00016403141,0.00025971743,0.0000050690455,0.00009718271],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030383165,0.00013941918,0.00016543169,0.00013430379,0.00008526663,0.000054866578,0.00033506352,0.00007167125,0.0076434915],"category_scores_gemma":[0.000009896902,0.000119286815,0.000059435926,0.00033346805,0.00011011856,0.00021357118,0.000258491,0.00015505163,0.001578539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025215972,0.00020072726,0.035552055,0.000107081076,0.00010840332,0.00016898183,0.0004921221,0.0005749181,0.0002586694,0.006049152,0.78305495,0.17340775],"study_design_scores_gemma":[0.0005914117,0.0001238316,0.0060371407,0.00007276864,0.00004744437,0.00005391949,0.000031721578,0.0042889398,0.00006943233,0.0006745461,0.98778623,0.00022262376],"about_ca_topic_score_codex":0.00006745032,"about_ca_topic_score_gemma":0.00003366053,"teacher_disagreement_score":0.597735,"about_ca_system_score_codex":0.00006084433,"about_ca_system_score_gemma":7.594958e-7,"threshold_uncertainty_score":0.99919885},"labels":[],"label_agreement":null},{"id":"W7115092561","doi":"","title":"Determinants of E-Commerce Demand, Travel Behavior, and Travel-Related Expenditures Among U.S. Households","year":2025,"lang":"en","type":"dissertation","venue":"VTechWorks (Virginia Tech)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumer Expenditure Survey; Purchasing; Negative binomial distribution; Public transport; Travel behavior; Quarter (Canadian coin); Travel survey; Survey data collection; Bivariate analysis; Consumer behaviour","score_opus":0.012572918032043646,"score_gpt":0.22299688231389456,"score_spread":0.21042396428185092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115092561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97656506,0.005898101,0.0019697398,0.0000035835126,0.0016767293,0.0009293879,0.0003231209,0.0006796035,0.011954675],"genre_scores_gemma":[0.99202836,0.0020894199,0.00033642186,0.000008594878,0.00005247659,0.00012806412,0.0010280163,0.00018701942,0.0041416488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997589,0.000027402233,0.001014299,0.00053425826,0.00032839854,0.0005066684],"domain_scores_gemma":[0.99887735,0.00008998277,0.00022581729,0.00060604914,0.000050890416,0.00014992527],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00016085723,0.0007509485,0.0010888644,0.00047691437,0.00011045597,0.000048828555,0.00050155696,0.0017773472,0.00009489343],"category_scores_gemma":[0.000016411024,0.00078650576,0.00024214687,0.00033448118,0.00015583941,0.000115412404,0.000022988046,0.0011927094,0.00000725899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012027273,0.0030091659,0.45807257,0.025673442,0.0040648365,0.0035730638,0.018694775,0.00515296,0.062081072,0.010821412,0.03519845,0.3724555],"study_design_scores_gemma":[0.0015038592,0.0001351742,0.95164746,0.002178952,0.0014522552,0.000027374488,0.000806055,0.0033660643,0.035721723,0.00044337905,0.000990576,0.0017271427],"about_ca_topic_score_codex":0.00011619877,"about_ca_topic_score_gemma":0.00080482743,"teacher_disagreement_score":0.4935749,"about_ca_system_score_codex":0.000058930244,"about_ca_system_score_gemma":0.000047060716,"threshold_uncertainty_score":0.9995186},"labels":[],"label_agreement":null},{"id":"W7124121903","doi":"","title":"\"I WANT\": Agency and Accessibility in the Age of AI","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Participatory design; Agency (philosophy); Citizen journalism; Software deployment; Participatory action research; Psychological intervention; Braille; Session (web analytics); Universal design; Focus group","score_opus":0.03687017636373525,"score_gpt":0.32978908169692805,"score_spread":0.2929189053331928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124121903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833611,0.00013619952,0.00059333595,0.0025304523,0.000431727,0.00028635463,0.000026337422,0.00017936385,0.012455082],"genre_scores_gemma":[0.9985828,0.00012183655,0.000054341002,0.0006447233,0.00004649509,0.000023885674,0.000001542755,0.00001463526,0.0005097807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878013,0.00012657132,0.00028406098,0.00039629432,0.00020576025,0.00020716262],"domain_scores_gemma":[0.9988916,0.0005883393,0.000039555693,0.00044105714,0.000012042811,0.00002742927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017486085,0.00013052084,0.00015349283,0.00019606254,0.00009028541,0.00014588548,0.00036361758,0.00010352487,0.00016948453],"category_scores_gemma":[0.00031522883,0.00008920898,0.000069981426,0.00062649575,0.000172659,0.00034047215,0.00008103079,0.00068361184,0.000042637665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059770635,0.0003053034,0.00252129,0.00016679993,0.000011110391,0.0007296614,0.005846762,0.000015181135,0.911546,0.0179054,0.004125724,0.056766998],"study_design_scores_gemma":[0.0006479765,0.0003172099,0.075977296,0.00065933756,0.000079974016,0.0004939939,0.0011839458,0.0046362085,0.63622975,0.06357195,0.21540812,0.0007942149],"about_ca_topic_score_codex":0.000046129007,"about_ca_topic_score_gemma":0.000049387414,"teacher_disagreement_score":0.2753162,"about_ca_system_score_codex":0.000023329758,"about_ca_system_score_gemma":0.000031433523,"threshold_uncertainty_score":0.36378366},"labels":[],"label_agreement":null},{"id":"W7134401721","doi":"","title":"Virginia Tech. Shenandoah Valley Agriculture Research and Extension Center","year":2017,"lang":"","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Center (category theory); Accidental; Extension (predicate logic)","score_opus":0.03730763041354357,"score_gpt":0.3244524198444088,"score_spread":0.28714478943086524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134401721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008773063,0.06643667,0.0009054895,0.0039125835,0.007681446,0.021312334,0.004659303,0.0069120517,0.87940705],"genre_scores_gemma":[0.11443449,0.044795383,0.0056437394,0.00030600317,0.0078105223,0.001489452,0.0013288062,0.009223734,0.8149679],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9687512,0.0023569704,0.0031972744,0.010051229,0.0074466565,0.008196703],"domain_scores_gemma":[0.97488165,0.001200463,0.003986027,0.013904845,0.0030746933,0.0029523377],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.009873319,0.0062710424,0.0059346864,0.0071909423,0.006250617,0.0045159087,0.009223815,0.013548991,0.011680274],"category_scores_gemma":[0.0027741378,0.005349663,0.0015279553,0.0046912683,0.008222386,0.0015996154,0.009075398,0.019519387,0.044715986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018597344,0.0027354874,0.00091669563,0.0009891068,0.0014028014,0.0019019985,0.0005043484,0.000010743451,0.042202014,0.0014774043,0.9098385,0.036161166],"study_design_scores_gemma":[0.008725866,0.0015317952,0.0029624093,0.019842366,0.00068134716,0.0011924647,0.00041122735,0.00018988778,0.0022676464,0.0026669176,0.9536659,0.0058621657],"about_ca_topic_score_codex":0.00086767564,"about_ca_topic_score_gemma":0.0013340828,"teacher_disagreement_score":0.10566142,"about_ca_system_score_codex":0.0020964642,"about_ca_system_score_gemma":0.0009742614,"threshold_uncertainty_score":0.99893904},"labels":[],"label_agreement":null},{"id":"W7134470775","doi":"","title":"A Guide for Virginia's Forest Landowners","year":2011,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Sustainability; Sustainable forest management; Work (physics); Forest management; Government (linguistics)","score_opus":0.014802083161762267,"score_gpt":0.235643205413891,"score_spread":0.22084112225212874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134470775","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11027244,0.0000636559,0.0096924445,0.00080545177,0.00053492916,0.0015726604,0.000034534587,0.00082091073,0.876203],"genre_scores_gemma":[0.88413155,0.00006897253,0.024455402,0.0011732231,0.00024508528,0.00041461407,0.000042018142,0.00010761525,0.08936154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981889,0.000024785668,0.00034759054,0.0004968441,0.0002702806,0.00067157525],"domain_scores_gemma":[0.9989697,0.00006454228,0.00013165976,0.0006566141,0.000010196993,0.00016732964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040297705,0.0002960577,0.0002437544,0.00013321333,0.00020255535,0.000048628874,0.00075110275,0.00018858041,0.006414266],"category_scores_gemma":[0.000075911616,0.00025704727,0.00017196022,0.00046564522,0.00025023436,0.0002874875,0.00036157036,0.00019387226,0.0043196487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025356992,0.0002700392,0.08111805,0.000036459573,0.00008367466,0.000034823315,0.0010101355,0.0004128996,0.0006086941,0.019029291,0.82349706,0.07364532],"study_design_scores_gemma":[0.00084906764,0.00017959294,0.017405901,0.000022235272,0.00004525808,0.0000061540427,0.000029408298,0.0016952618,0.0003095345,0.0049458593,0.9740813,0.00043043555],"about_ca_topic_score_codex":0.0012613257,"about_ca_topic_score_gemma":0.00074250787,"teacher_disagreement_score":0.78684145,"about_ca_system_score_codex":0.00010624671,"about_ca_system_score_gemma":0.000011103766,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W7134552122","doi":"","title":"Box Tree Moth","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.009734372455661363,"score_gpt":0.2089603645732413,"score_spread":0.19922599211757994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134552122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94158167,0.0015021104,0.00014187513,0.0073935473,0.00018257649,0.00026551154,0.000044296572,0.00047545342,0.04841299],"genre_scores_gemma":[0.9935601,0.00018670374,0.00031243122,0.0005147668,0.00040291026,0.00003986699,0.000051418076,0.0000023777898,0.00492944],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983918,0.00009581637,0.00019914123,0.0003921048,0.0003555414,0.0005655919],"domain_scores_gemma":[0.999345,0.00016307287,0.00004817982,0.00015295448,0.00010752384,0.0001832464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022098076,0.00017314024,0.00021637647,0.000015636042,0.00023846727,0.0001408974,0.00037836554,0.0001882783,0.002861976],"category_scores_gemma":[0.00012107662,0.00006988952,0.00016546853,0.0007100726,0.000060967974,0.000119228585,0.00014565431,0.00035256965,0.00038529903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034960274,0.00012734502,0.0006621037,0.0000036288322,0.000022867001,0.00012313604,0.000015740097,0.0000015798129,0.5561439,0.0014085228,0.006300643,0.4351556],"study_design_scores_gemma":[0.0013515872,0.00090987614,0.048459828,0.00012820188,0.000046955633,0.00017792606,0.00068826694,0.00054002006,0.46964017,0.011850167,0.46495387,0.0012531271],"about_ca_topic_score_codex":0.00010330048,"about_ca_topic_score_gemma":0.0006803506,"teacher_disagreement_score":0.45865324,"about_ca_system_score_codex":0.000034922945,"about_ca_system_score_gemma":0.000028797087,"threshold_uncertainty_score":0.99804956},"labels":[],"label_agreement":null},{"id":"W7134663228","doi":"","title":"Yeats Eliot Review","year":2002,"lang":"","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Modernist Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biography; Innocence; Girl; Immortality; Praise; Character (mathematics); Allegory","score_opus":0.03162105703932923,"score_gpt":0.2318238796573866,"score_spread":0.20020282261805739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134663228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026336094,0.44734585,0.00025671156,0.0111750765,0.002028985,0.0009906102,0.00020771447,0.0005315592,0.53720015],"genre_scores_gemma":[0.44840455,0.212536,0.00035205763,0.020128697,0.004033941,0.00019820074,0.00008347791,0.0002751697,0.31398788],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950836,0.0002060351,0.0013617078,0.0011589421,0.00086160965,0.0013281103],"domain_scores_gemma":[0.9969807,0.00016065451,0.00036320183,0.0017758525,0.0003151387,0.00040440203],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005342332,0.0010013795,0.001238249,0.00035141382,0.0011243615,0.0011814024,0.0010706703,0.00061605906,0.1200962],"category_scores_gemma":[0.00011591947,0.00093755854,0.0006967299,0.0003991241,0.00066523894,0.0006218592,0.0002715965,0.0017610987,0.008783352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016266053,0.0004938568,0.0000066088205,0.0024675503,0.00014993413,0.00023154303,0.0039345277,8.159259e-7,0.000045130633,0.21086471,0.6879746,0.09381447],"study_design_scores_gemma":[0.0005231996,0.0002464228,0.0000097387865,0.010793402,0.00049133704,0.00008362224,0.0001800674,0.0004232624,0.000060893195,0.0031881758,0.98285013,0.0011497214],"about_ca_topic_score_codex":0.000036854195,"about_ca_topic_score_gemma":0.000038489976,"teacher_disagreement_score":0.4481412,"about_ca_system_score_codex":0.00011076079,"about_ca_system_score_gemma":0.000037962967,"threshold_uncertainty_score":0.99985546},"labels":[],"label_agreement":null},{"id":"W7134690861","doi":"","title":"Quarter 1 Results","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); State (computer science); Virginia tech; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score_opus":0.011145932143402952,"score_gpt":0.21940736202034966,"score_spread":0.2082614298769467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134690861","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047519263,0.00013603509,0.002595122,0.059067447,0.00024584908,0.000549484,0.00004064065,0.001039005,0.8888072],"genre_scores_gemma":[0.9922943,0.00003947647,0.0019730718,0.0029895902,0.00022335938,0.000019676618,0.000012435426,0.00002156139,0.0024265437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858147,0.000028727662,0.00027038422,0.0004835244,0.0003028005,0.0003330991],"domain_scores_gemma":[0.9994165,0.000037122216,0.0000784949,0.0003008459,0.0000069930056,0.00016004761],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014225018,0.00020801429,0.0001985114,0.000017703229,0.00015793195,0.00003845585,0.0003716589,0.00011151864,0.0021546616],"category_scores_gemma":[0.00012103891,0.00016449249,0.00010605754,0.0004425553,0.00014818776,0.00013745538,0.00043062834,0.00029606323,0.004070167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013317855,0.000068379886,0.008029146,0.000011538123,0.000035059522,0.000040454048,0.0014747045,0.000110628374,0.0077120867,0.0005498631,0.9533617,0.028473273],"study_design_scores_gemma":[0.0005660547,0.00016213958,0.017093744,0.0000122503025,0.000018816667,0.000004459725,0.00022274857,0.00035499304,0.0015933044,0.00046247832,0.97917515,0.00033385915],"about_ca_topic_score_codex":0.000060518654,"about_ca_topic_score_gemma":0.000035809193,"teacher_disagreement_score":0.94477504,"about_ca_system_score_codex":0.00003489134,"about_ca_system_score_gemma":0.0000038807348,"threshold_uncertainty_score":0.9987575},"labels":[],"label_agreement":null},{"id":"W7134737171","doi":"","title":"Energy Series","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"","score_opus":0.01870800332757407,"score_gpt":0.20736694677768674,"score_spread":0.18865894345011266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134737171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68904537,0.0006657964,0.008140261,0.027359799,0.0004825582,0.0005068567,0.000103310216,0.001707221,0.27198884],"genre_scores_gemma":[0.9922995,0.00037523915,0.0010097858,0.0044778944,0.00014762596,0.00002413253,0.000026206639,0.00005006336,0.0015895831],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986504,0.000023683395,0.0002025257,0.00041382964,0.00028853933,0.0004210783],"domain_scores_gemma":[0.99931675,0.000020292284,0.00006508403,0.00030731387,0.0000014389185,0.00028911396],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007004063,0.00023320543,0.00019425378,0.000022899614,0.00013503716,0.000047861096,0.00035863556,0.00013879879,0.017097663],"category_scores_gemma":[0.000019271158,0.0002158195,0.000090848116,0.00038488937,0.00021129783,0.00038530366,0.000466502,0.00018402023,0.0031211628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032283398,0.00036968308,0.045242824,0.000039655337,0.000076066324,0.0003496772,0.0026339141,0.0013192466,0.31603974,0.0009479221,0.3733622,0.25929624],"study_design_scores_gemma":[0.00043283228,0.00033208285,0.008855631,0.000018712159,0.000026177193,0.00004956741,0.00035788005,0.0010561001,0.030666603,0.0010564676,0.95653087,0.00061705644],"about_ca_topic_score_codex":0.00011789013,"about_ca_topic_score_gemma":0.000050971,"teacher_disagreement_score":0.5831687,"about_ca_system_score_codex":0.00011182871,"about_ca_system_score_gemma":0.000002882481,"threshold_uncertainty_score":0.99765503},"labels":[],"label_agreement":null},{"id":"W7134771500","doi":"","title":"Patrick Robert Sydnor Civil War Era Historic Site and Log Cabin","year":2013,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Spanish Civil War; Faith; George (robot); African american; Underground Railroad","score_opus":0.002738298064679202,"score_gpt":0.15853116239781945,"score_spread":0.15579286433314024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134771500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414703,0.0038215686,0.0016865277,0.0020771094,0.0005259956,0.0009228734,0.00001911443,0.0004534642,0.049023043],"genre_scores_gemma":[0.97640425,0.0007110158,0.0028708584,0.00092934206,0.000102536855,0.00010311501,0.000015854015,0.00006227619,0.018800754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980093,0.000065626904,0.00030387178,0.0006665151,0.0004363887,0.00051825756],"domain_scores_gemma":[0.9989908,0.000073542215,0.00015478948,0.00048307428,0.0000044880085,0.00029333076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013779443,0.00034508767,0.0003021633,0.00009458979,0.00034900344,0.000015215236,0.0003467035,0.00021679934,0.0065820427],"category_scores_gemma":[0.000017981623,0.00029754252,0.000107609434,0.0003910126,0.0016681997,0.00033303897,0.0004383799,0.00053123035,0.0056641125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058173457,0.00068849995,0.074701674,0.000049188693,0.00006164934,0.00012306379,0.002468971,0.000996312,0.037113514,0.00011445519,0.6593596,0.22426493],"study_design_scores_gemma":[0.0004923191,0.0002067519,0.10357526,0.00003064035,0.0000419419,0.00009876428,0.0003273827,0.00069322385,0.0002066057,0.0006598504,0.89286005,0.00080723694],"about_ca_topic_score_codex":0.0021795733,"about_ca_topic_score_gemma":0.00011983713,"teacher_disagreement_score":0.23350047,"about_ca_system_score_codex":0.00078600436,"about_ca_system_score_gemma":0.000011309525,"threshold_uncertainty_score":0.99994767},"labels":[],"label_agreement":null},{"id":"W7134778345","doi":"","title":"Canada goose (Branta canadensis)","year":2001,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Goose; Natural (archaeology); Fishing; Biodiversity","score_opus":0.008228608091859982,"score_gpt":0.19811010493436287,"score_spread":0.18988149684250288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134778345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5613923,0.00062497624,0.00016818296,0.0069802916,0.0004724792,0.0005843259,0.000034541685,0.00034816962,0.42939472],"genre_scores_gemma":[0.98631495,0.00046891227,0.00053000235,0.003540147,0.00009434727,0.000032986158,0.000006920926,0.00004434834,0.008967375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778074,0.000038933205,0.00032225053,0.0005385217,0.00060986687,0.0007096606],"domain_scores_gemma":[0.99896073,0.00006642506,0.000103332226,0.0006120173,0.000012646852,0.0002448411],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019697059,0.00030231793,0.00030249427,0.000034643464,0.00029080338,0.000035333418,0.0006446932,0.00011734857,0.012321526],"category_scores_gemma":[0.000080492544,0.00028652998,0.00007336292,0.00077898434,0.00013963763,0.00014530357,0.00074380357,0.0003493521,0.0006702751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003906009,0.00007411599,0.1580184,0.000014681333,0.000047056325,0.00058001204,0.000042638698,0.00018629718,0.00039587705,0.00049850595,0.70409024,0.13601314],"study_design_scores_gemma":[0.00020154277,0.00003088115,0.14281219,0.000017232342,0.000018962664,0.000060855837,0.0000381468,0.00016684554,0.00014066027,0.00014826124,0.85602725,0.0003371756],"about_ca_topic_score_codex":0.9721017,"about_ca_topic_score_gemma":0.9945389,"teacher_disagreement_score":0.42492265,"about_ca_system_score_codex":0.0008597573,"about_ca_system_score_gemma":0.000112799426,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W7139187228","doi":"","title":"A country house","year":2006,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proposition; Politics; Element (criminal law); Quarter (Canadian coin)","score_opus":0.008468543793062383,"score_gpt":0.19203922749489663,"score_spread":0.18357068370183424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139187228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.293621,0.0018892164,0.0003165048,0.0023352578,0.000989744,0.00046757565,0.000076815464,0.0033257909,0.6969781],"genre_scores_gemma":[0.9776305,0.000018709407,0.0002661244,0.0011001839,0.0013738465,0.0000342819,0.000020327392,0.000045610825,0.01951045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988659,0.000020947002,0.00025825316,0.0002642873,0.0002352038,0.0003554076],"domain_scores_gemma":[0.9994848,0.00004269046,0.00008852613,0.00027799563,0.00005733268,0.000048687547],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009431168,0.0002213539,0.0001966784,0.00008933196,0.00046672017,0.00025135386,0.0003006796,0.000101000194,0.0022842758],"category_scores_gemma":[0.0000108694885,0.0001600517,0.00009495344,0.000097018274,0.00033026352,0.0002190454,0.00005732695,0.00029484174,0.00064010074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004051401,0.00013357811,0.00045055518,0.000029191355,0.0000455358,0.000048910184,0.0048234975,0.00012748918,0.0011178191,0.7391135,0.24048601,0.013583411],"study_design_scores_gemma":[0.00017638745,0.00005146495,0.0003321296,0.00003694105,0.000022413436,0.000011541186,0.00058718835,0.000025349402,0.0004092557,0.017094795,0.98096603,0.0002865257],"about_ca_topic_score_codex":0.0008341182,"about_ca_topic_score_gemma":0.0022795405,"teacher_disagreement_score":0.74048,"about_ca_system_score_codex":0.000024428837,"about_ca_system_score_gemma":0.000018562056,"threshold_uncertainty_score":0.9986278},"labels":[],"label_agreement":null},{"id":"W7139210180","doi":"","title":"Virginia Journal of Public Health","year":2022,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Focus group; Public health; Health Information National Trends Survey; Social media; Health care; Public opinion; Health information; Survey data collection; Health communication","score_opus":0.0523167435944689,"score_gpt":0.33593081507020756,"score_spread":0.28361407147573864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139210180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48581702,0.0031477762,0.027733345,0.17690922,0.0069921995,0.0016560457,0.00012649047,0.001130063,0.29648784],"genre_scores_gemma":[0.9932297,0.00034124262,0.0011339354,0.0027085156,0.00026966783,0.0000044828553,0.0000065059457,0.000019428955,0.0022865108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968179,0.00055741804,0.0006577455,0.0001306366,0.0012227335,0.0006135728],"domain_scores_gemma":[0.99825174,0.000120684905,0.00072126434,0.00027368293,0.00017010861,0.0004625202],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0067373593,0.00013006893,0.00028294438,0.00050588406,0.0013929416,0.00019085105,0.000817014,0.000089717854,0.0048678233],"category_scores_gemma":[0.00068904174,0.00012864562,0.00014026345,0.0013838017,0.00017443368,0.0006863535,0.0001605752,0.0007178966,0.00006506789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044751752,0.00038290725,0.0009915318,0.000025177309,0.000074220705,0.000022069662,0.10285568,0.00021539812,0.00010004836,0.12353503,0.3008654,0.47088778],"study_design_scores_gemma":[0.00043424076,0.00021601804,0.0013794786,0.000014304719,0.000004502056,0.000033784163,0.026154447,0.000057553618,0.000014989855,0.0010917602,0.9704501,0.00014882981],"about_ca_topic_score_codex":0.00017185877,"about_ca_topic_score_gemma":0.0000726478,"teacher_disagreement_score":0.6695847,"about_ca_system_score_codex":0.0005295096,"about_ca_system_score_gemma":0.0015346515,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W7139314407","doi":"","title":"Emerald Ash Borer","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emerald ash borer; PEST analysis; Emerald; Damages; Wood ash; Introduced species","score_opus":0.007906808021878013,"score_gpt":0.19960973263787524,"score_spread":0.19170292461599722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139314407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57656443,0.00017796142,0.014207249,0.043777157,0.00080942194,0.0014481723,0.000019502808,0.002000437,0.36099568],"genre_scores_gemma":[0.97976685,0.000037238846,0.0027087815,0.01480251,0.00009229047,0.00005041915,0.000009575183,0.000029305982,0.002503054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998686,0.000032721713,0.00021321038,0.00043935483,0.00023061744,0.00039809835],"domain_scores_gemma":[0.999396,0.000025888437,0.0000683015,0.00033610337,0.000003990863,0.00016968996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016030876,0.00018770371,0.0001690978,0.0000311789,0.00016150689,0.000028569997,0.0004965619,0.00016545826,0.017152056],"category_scores_gemma":[0.0000527281,0.00017691622,0.00007907999,0.00052002363,0.00018986977,0.00017121933,0.0005301094,0.00033181394,0.008086339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007460858,0.00015679732,0.017161436,0.000019606192,0.000051490006,0.00012388644,0.0005678339,0.0020021403,0.0064956034,0.006410838,0.93601614,0.030919624],"study_design_scores_gemma":[0.00040712333,0.00018830562,0.058454216,0.000007750469,0.00002527008,0.0000067459014,0.00003789446,0.0013909626,0.0010681158,0.0024160247,0.93565345,0.0003441213],"about_ca_topic_score_codex":0.00009293759,"about_ca_topic_score_gemma":0.00007641353,"teacher_disagreement_score":0.40320238,"about_ca_system_score_codex":0.00006689147,"about_ca_system_score_gemma":0.0000056803883,"threshold_uncertainty_score":0.992686},"labels":[],"label_agreement":null},{"id":"W7139367599","doi":"","title":"Evaluation For Buying and Eating Fruits and Vegetables Among Teens and Moms Exposed to the Fruits & Veggies (FNV) Campaign in California and Virginia, 2015-2017","year":2017,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Consumption (sociology); Logo (programming language); Test (biology); Data collection","score_opus":0.030926399764340775,"score_gpt":0.28041576916364647,"score_spread":0.2494893693993057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139367599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930428,0.0015160148,0.000034723507,0.0036647264,0.00009515764,0.0013908861,0.00004408679,0.000057396654,0.0001542015],"genre_scores_gemma":[0.9989915,0.00021885957,0.00030765502,0.00006982609,0.00013388909,0.00017506264,0.000009177977,0.0000041077446,0.000089904664],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983842,0.00013557446,0.00028635154,0.0005525351,0.00025968757,0.00038170017],"domain_scores_gemma":[0.9990059,0.00033262488,0.0001747361,0.00019788784,0.0001407743,0.00014806118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019792856,0.00023529718,0.0002936577,0.000047335536,0.0012842853,0.00051566714,0.00022302354,0.00019936911,0.000008117646],"category_scores_gemma":[0.0010692783,0.00010644594,0.00003512156,0.0001394699,0.00033868334,0.0003365021,0.0002758747,0.00021389402,9.387579e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009559524,0.00005246446,0.16865778,0.000087039494,0.000029902521,0.0000032073078,0.001694088,0.00006403478,0.018416531,0.00019704083,0.00031205438,0.8103903],"study_design_scores_gemma":[0.0007102019,0.0003408834,0.97212905,0.00019601191,0.000051764713,0.000019180192,0.01170894,0.0061919373,0.0007941806,0.002668526,0.0047922786,0.00039705253],"about_ca_topic_score_codex":0.00047274283,"about_ca_topic_score_gemma":0.0028126242,"teacher_disagreement_score":0.8099932,"about_ca_system_score_codex":0.000045709065,"about_ca_system_score_gemma":0.000019038796,"threshold_uncertainty_score":0.9877814},"labels":[],"label_agreement":null},{"id":"W7139479429","doi":"","title":"CESCA Newsletter","year":2014,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Automotive industry; Controller (irrigation); Center (category theory); Systems design","score_opus":0.004832240450917579,"score_gpt":0.20031563018151016,"score_spread":0.1954833897305926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139479429","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013396134,0.00010160381,0.93902755,0.0046929456,0.0010375392,0.00029374455,8.0132713e-7,0.0016292117,0.039820492],"genre_scores_gemma":[0.8622057,0.0000063502607,0.13449587,0.0014424598,0.00051670166,0.00004464954,0.0000024582905,0.000047914928,0.0012379073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731666,0.00016512639,0.0004917912,0.0008042867,0.00053308066,0.00068903755],"domain_scores_gemma":[0.9973724,0.00020446083,0.00020658455,0.0019309954,0.000080229525,0.00020536559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009994787,0.00032813745,0.00037206186,0.00028412047,0.00020075923,0.00051188405,0.0022338883,0.0002862783,0.00008037375],"category_scores_gemma":[0.00013152706,0.00030131693,0.00015586958,0.00090274715,0.00007070312,0.00084869115,0.0005417306,0.0005044634,0.0018823703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021283548,0.00022632827,0.0030737522,0.00013738858,0.00012594207,0.000121801924,0.0010915772,0.0017666174,0.041058425,0.29696232,0.096815996,0.5585986],"study_design_scores_gemma":[0.0014261408,0.0002747285,0.0043003727,0.00037588365,0.000030054636,0.00028118267,0.000045542558,0.21219356,0.019140726,0.019026896,0.7410671,0.0018378069],"about_ca_topic_score_codex":0.000059354566,"about_ca_topic_score_gemma":0.0000070732162,"teacher_disagreement_score":0.84880954,"about_ca_system_score_codex":0.00006883634,"about_ca_system_score_gemma":0.000041474814,"threshold_uncertainty_score":0.9999439},"labels":[],"label_agreement":null},{"id":"W7139494805","doi":"","title":"Progressive Dairyman Canada","year":2017,"lang":"","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.007810123984690904,"score_gpt":0.2441629055894262,"score_spread":0.23635278160473527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139494805","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005771929,0.029104078,0.00023369053,0.0011692701,0.009775877,0.008310229,0.005465613,0.0030929458,0.9422711],"genre_scores_gemma":[0.1029009,0.0008638936,0.0027989352,0.00035997882,0.0051611043,0.0013295348,0.0009202197,0.011004573,0.87466085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98068166,0.00068715925,0.0023707075,0.005739611,0.0047936873,0.005727154],"domain_scores_gemma":[0.97400874,0.00037104514,0.008286143,0.014318119,0.0008055177,0.0022104455],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0015559939,0.005507645,0.0047872714,0.002200983,0.0029602116,0.001812592,0.011841119,0.006162168,0.062185984],"category_scores_gemma":[0.0015922572,0.005889335,0.001167627,0.0018780618,0.0032337238,0.0006922528,0.0031925442,0.008008317,0.030453332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026856695,0.0004859781,0.0004417177,0.00051638146,0.0018865492,0.0077735856,0.00010326108,0.000027063812,0.00029193636,0.00089674204,0.9210513,0.0662569],"study_design_scores_gemma":[0.0028383688,0.0003065891,0.00074608676,0.011035434,0.0012387098,0.00062549993,0.00013067045,0.0002804408,0.00087718584,0.00031799066,0.9754001,0.0062029134],"about_ca_topic_score_codex":0.60250473,"about_ca_topic_score_gemma":0.90614164,"teacher_disagreement_score":0.30363697,"about_ca_system_score_codex":0.0059140925,"about_ca_system_score_gemma":0.0146298995,"threshold_uncertainty_score":0.9994789},"labels":[],"label_agreement":null},{"id":"W7139522940","doi":"","title":"Graduate Education Programs in Wind Energy in North America and Europe","year":2015,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certificate; Wind power; Competence (human resources); Sustainable energy; Renewable energy; Graduate students; Energy policy; Subject (documents)","score_opus":0.04127109986658187,"score_gpt":0.28502533627111715,"score_spread":0.24375423640453528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139522940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96207154,0.0008161781,0.0001150494,0.0014367725,0.0005129399,0.0002893472,0.000001202457,0.0002269294,0.034530047],"genre_scores_gemma":[0.9953365,0.0010114408,0.0011776169,0.00024629096,0.00030102447,0.00007752506,0.000018845625,0.000033788016,0.0017969987],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810123,0.00023840263,0.0002905715,0.00040494598,0.00044762625,0.0005172489],"domain_scores_gemma":[0.999218,0.00005138664,0.00013734272,0.00022801034,0.00013719968,0.00022807751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039826724,0.00018492159,0.00026047573,0.00030215963,0.00013483939,0.00013344883,0.00038137683,0.0001755251,0.000022889599],"category_scores_gemma":[0.00037464107,0.00019946852,0.00003216226,0.0030081626,0.00037687426,0.00037800334,0.000098942706,0.0002581671,0.00002132575],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002647413,0.0002610475,0.084092915,0.0000046172836,0.000005955304,0.000017330241,0.0068666223,0.00019079805,0.000015918056,0.0057398374,0.0019521012,0.9008264],"study_design_scores_gemma":[0.0009597919,0.00016763285,0.05798918,0.00014358819,0.0000141888195,0.0000030629953,0.041245133,0.00023870483,0.000031505,0.011178122,0.8872471,0.0007819801],"about_ca_topic_score_codex":0.038403243,"about_ca_topic_score_gemma":0.15978047,"teacher_disagreement_score":0.9000444,"about_ca_system_score_codex":0.0002675025,"about_ca_system_score_gemma":0.0006148306,"threshold_uncertainty_score":0.9680001},"labels":[],"label_agreement":null},{"id":"W7139538091","doi":"","title":"North Carolina’s Leaky Educational Pipeline & Pathways to 60% Postsecondary Attainment","year":2019,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Pipeline (software); Health care; Educational attainment; Order (exchange); Service (business)","score_opus":0.028947797621166723,"score_gpt":0.377511712187343,"score_spread":0.34856391456617625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139538091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8711467,0.00019510022,0.00045416137,0.08196778,0.005174607,0.0025790937,0.000199869,0.0003611341,0.037921574],"genre_scores_gemma":[0.93979615,0.00008549131,0.0016826848,0.02828299,0.0026299525,0.0007615999,0.00043501356,0.00010252992,0.026223607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960293,0.00026853205,0.001064641,0.0006777415,0.0005344767,0.0014252866],"domain_scores_gemma":[0.99691,0.0005346184,0.000348636,0.001099566,0.0003664163,0.0007407855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011109936,0.000370379,0.0004889852,0.00045314556,0.0008272992,0.000028219247,0.0006129683,0.00046173966,0.0073259873],"category_scores_gemma":[0.00033883157,0.00035345738,0.00012046705,0.00091234606,0.00005019707,0.00024421158,0.0003256274,0.0013764428,0.0114965765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010827833,0.00040515536,0.1495008,0.0004889655,0.000034543504,0.000003275474,0.009955088,0.00017459856,0.0004321736,0.013699367,0.80587935,0.019318398],"study_design_scores_gemma":[0.0005736598,0.00014616345,0.2748693,0.00019462385,0.000012468348,0.0000049053024,0.0018915351,0.00019837964,0.000021638838,0.00080509897,0.7209139,0.00036833624],"about_ca_topic_score_codex":0.0013460102,"about_ca_topic_score_gemma":0.0008168974,"teacher_disagreement_score":0.12536849,"about_ca_system_score_codex":0.0010224745,"about_ca_system_score_gemma":0.002663355,"threshold_uncertainty_score":0.99989176},"labels":[],"label_agreement":null},{"id":"W7139592314","doi":"","title":"Progressive Dairyman French Canadian","year":2017,"lang":"fr","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.021493143361420972,"score_gpt":0.3138916154515439,"score_spread":0.29239847209012293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139592314","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027774042,0.026937379,0.000110442576,0.19904312,0.010254437,0.0011648748,0.0002755502,0.00028071948,0.7341594],"genre_scores_gemma":[0.8858219,0.0005219562,0.0009188168,0.00027362542,0.0022288638,0.00006607014,0.000014079256,0.000046206304,0.11010852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708253,0.00012328583,0.0003613891,0.00060289697,0.00051390904,0.0013160029],"domain_scores_gemma":[0.9973095,0.00007942921,0.00038163614,0.0012388015,0.00024048483,0.0007501402],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0005682682,0.00036871765,0.0003952943,0.00017995179,0.009421178,0.00078507577,0.001271639,0.00071777054,0.0027008483],"category_scores_gemma":[0.00035539648,0.00036224414,0.00024694513,0.00045074007,0.003102865,0.00068285456,0.00031590267,0.00072276936,0.0008394686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007882909,0.00018375604,0.009327611,0.00006783731,0.00030186446,0.0010425304,0.009995199,0.000031542902,0.000009991992,0.35900864,0.2935196,0.32650355],"study_design_scores_gemma":[0.00028643952,0.000069639354,0.035904128,0.0002894314,0.00010550151,0.000022244654,0.0010905935,0.00015548471,0.000016894057,0.0062395823,0.95531696,0.00050308806],"about_ca_topic_score_codex":0.6191989,"about_ca_topic_score_gemma":0.7555452,"teacher_disagreement_score":0.85804784,"about_ca_system_score_codex":0.00059979374,"about_ca_system_score_gemma":0.00089412596,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W7139626390","doi":"","title":"Proceedings, 2013 Community Summer Study on the Future of U.S. Particle Physics: Snowmass on the Mississippi (CSS2013): Minneapolis, MN, USA, July 29-August 6, 2013","year":2013,"lang":"","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Detector; Neutrino; Baseline (sea); Neutrino detector; Neutrino oscillation; Current (fluid); Cherenkov detector; Proton","score_opus":0.0366899420778107,"score_gpt":0.27091222222072225,"score_spread":0.23422228014291155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139626390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5916701,0.01170744,0.000108931374,0.038346287,0.0060230684,0.055563267,0.0077404655,0.0030041854,0.28583625],"genre_scores_gemma":[0.7687037,0.0029256952,0.0002620618,0.0020112963,0.0053783194,0.00455199,0.00021701549,0.0054889205,0.21046102],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9780989,0.0044803396,0.0040610647,0.003469934,0.005259319,0.004630405],"domain_scores_gemma":[0.9751997,0.003332583,0.0067751124,0.011548274,0.0018651715,0.0012791792],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007865647,0.0057724775,0.0046588164,0.0011264369,0.0042883107,0.0018696369,0.013646854,0.0039190054,0.041958958],"category_scores_gemma":[0.00076062285,0.003649286,0.001903682,0.0063596163,0.0044805924,0.0010918733,0.0030903628,0.019180415,0.08665304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008043381,0.014762503,0.0019258802,0.0003751992,0.0028573496,0.000015609043,0.0048691374,0.0000968717,0.0026480814,0.009433013,0.95640844,0.00580357],"study_design_scores_gemma":[0.0039858567,0.0040712636,0.005853742,0.0045355363,0.0021876523,0.000022321805,0.027507491,0.001420946,0.011090942,0.0010276604,0.9336908,0.0046058227],"about_ca_topic_score_codex":0.004896275,"about_ca_topic_score_gemma":0.0013904836,"teacher_disagreement_score":0.17703357,"about_ca_system_score_codex":0.00105755,"about_ca_system_score_gemma":0.0005828356,"threshold_uncertainty_score":0.9991665},"labels":[],"label_agreement":null},{"id":"W7139751540","doi":"","title":"CRS, Occasional Paper Series, Vol. 1, No. 5, 2004","year":2004,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refugee; Quarter (Canadian coin); Forced migration; Displaced person; Population","score_opus":0.01085441168157872,"score_gpt":0.3310018398026122,"score_spread":0.3201474281210335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139751540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45567048,0.0028607135,0.004980105,0.02120129,0.0105136,0.0040024146,0.00037938516,0.0033566842,0.49703532],"genre_scores_gemma":[0.9672756,0.00077490904,0.00439907,0.0018602288,0.0012718209,0.00007945406,0.00007111961,0.000113621936,0.024154171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966361,0.00013211105,0.00044027428,0.0006471661,0.0010785841,0.001065745],"domain_scores_gemma":[0.99850845,0.000067219196,0.00018299455,0.00065983535,0.00010201494,0.00047948927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00078004645,0.0003966234,0.00033464842,0.00015175685,0.00090626883,0.00018083052,0.0007486927,0.00047849925,0.012089923],"category_scores_gemma":[0.000599214,0.00039675564,0.00019081945,0.0006598643,0.0008761083,0.0011169304,0.00022112021,0.0005880226,0.005883536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010588947,0.0046816766,0.01632608,0.00012981349,0.00061009487,0.0007866613,0.0130132185,0.003982236,0.06334778,0.1728693,0.7001988,0.022995416],"study_design_scores_gemma":[0.0010600733,0.00019675469,0.0022018016,0.00010935913,0.00003296664,0.000011243616,0.0010326564,0.0000050844947,0.0014483561,0.0050045964,0.9882717,0.0006254108],"about_ca_topic_score_codex":0.0019517821,"about_ca_topic_score_gemma":0.0013006077,"teacher_disagreement_score":0.51160514,"about_ca_system_score_codex":0.0010726774,"about_ca_system_score_gemma":0.00032711469,"threshold_uncertainty_score":0.9998484},"labels":[],"label_agreement":null}]}