{"meta":{"query_hash":"78181c8ba6b0","filters":{"venue":"W&M Publish (College of William & Mary)"},"cohort_total":55,"direct_labels_cover":0,"predictions_cover":55,"exported":55,"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/78181c8ba6b0","api":"https://metacan.xera.ac/api/v1/cohort?venue=W%26M+Publish+%28College+of+William+%26+Mary%29"},"results":[{"id":"W2586830196","doi":"10.21220/s27c7p","title":"Methodism, Slavery, And Freedom In The Revolutionary Atlantic, 1770-1820","year":2016,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Colonialism, slavery, and trade","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":"Methodism; History; Political science; Philosophy; Religious studies","score_opus":0.020501898715130425,"score_gpt":0.27660504690800924,"score_spread":0.2561031481928788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586830196","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":[0.7879265,0.0028957755,0.0002861996,0.09346399,0.0023076118,0.0018319971,0.0004961331,0.00018628586,0.110605486],"genre_scores_gemma":[0.9931702,0.00145294,0.0010034204,0.0003617827,0.0006279263,0.000050231294,0.000007757188,0.000020438552,0.003305277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705845,0.0007650332,0.00044688332,0.00043040904,0.00073983724,0.0005593721],"domain_scores_gemma":[0.9979142,0.0011647289,0.00018126526,0.00043221406,0.00015031431,0.00015727484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024543027,0.0002055526,0.00037259032,0.0002389973,0.0003844601,0.00007148947,0.0007711569,0.00022153725,0.00027912194],"category_scores_gemma":[0.0010664918,0.00013477323,0.00014005632,0.0008857702,0.0010465736,0.0011145128,0.00014687538,0.00018988785,0.000015252252],"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":[0.00016232334,0.0004543836,0.19424443,0.00007015415,0.00010051321,0.0001315776,0.014546796,0.0000022339527,0.00023339865,0.11330383,0.6716142,0.005136147],"study_design_scores_gemma":[0.0011526208,0.000091882444,0.29556403,0.00009007417,0.000044814424,0.000008866012,0.0019904992,0.00001092452,0.000018360992,0.012668318,0.6880885,0.0002711344],"about_ca_topic_score_codex":0.005883088,"about_ca_topic_score_gemma":0.010381008,"teacher_disagreement_score":0.2052437,"about_ca_system_score_codex":0.00013252017,"about_ca_system_score_gemma":0.00039896008,"threshold_uncertainty_score":0.8893508},"labels":[],"label_agreement":null},{"id":"W2624326661","doi":"","title":"Natural Debts, Natural Dangers: An Ideology of Nation-State and Subject in an Immunology Text","year":2017,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Historical and Contemporary Political Dynamics","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 Oxford; York University","keywords":"Subject (documents); Natural (archaeology); Ideology; State (computer science); Debt; Immunology; Political science; Environmental ethics; Medicine; History; Law; Philosophy; Computer science; Economics; World Wide Web; Politics","score_opus":0.022542717544187064,"score_gpt":0.23479402154851586,"score_spread":0.2122513040043288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624326661","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":[0.9561466,0.0010668914,0.0000024399887,0.0011472411,0.0014701155,0.00023356346,0.00029641317,0.000030981366,0.039605744],"genre_scores_gemma":[0.9849746,0.0000383204,0.000099823876,0.00019609221,0.00019458533,0.000014059134,0.00007535664,0.000021101929,0.014386049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983909,0.00014000249,0.0005312693,0.0003562801,0.0001972242,0.0003843307],"domain_scores_gemma":[0.99862057,0.00012149829,0.00030882566,0.00051901414,0.00031216454,0.00011793651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025125494,0.00021530408,0.00049953436,0.00027601182,0.00029967583,0.0001299576,0.0006368489,0.00012431615,0.0002224679],"category_scores_gemma":[0.00025149973,0.00018637427,0.000083986604,0.00006060333,0.0014169337,0.0026443785,0.0001647825,0.00034180997,0.0000044118124],"study_design_candidate":"theoretical_or_conceptual","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":[0.00048680304,0.0007064547,0.027011324,0.00017361254,0.00015220689,0.000097161865,0.0077586784,0.0000018482717,0.00067314913,0.9474021,0.0069461283,0.008590524],"study_design_scores_gemma":[0.0058017047,0.0025277971,0.5760706,0.0002048966,0.00010348814,0.0000343252,0.00479479,0.0049763666,0.00020262128,0.08200087,0.32162395,0.0016585895],"about_ca_topic_score_codex":0.0036569869,"about_ca_topic_score_gemma":0.021873852,"teacher_disagreement_score":0.86540127,"about_ca_system_score_codex":0.000071789866,"about_ca_system_score_gemma":0.000108654414,"threshold_uncertainty_score":0.9959744},"labels":[],"label_agreement":null},{"id":"W2744860409","doi":"10.21220/s20952","title":"Crossroads Of Empire: American Fenians Invade Canada","year":2017,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Canadian Identity and 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":"Empire; Political science; History; Law","score_opus":0.01226329126079965,"score_gpt":0.24654787055654376,"score_spread":0.23428457929574412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744860409","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":[0.38832992,0.00032912183,0.0000049540176,0.019676158,0.0037789417,0.0004462856,0.0013622391,0.000050789662,0.5860216],"genre_scores_gemma":[0.89340305,0.00014596812,0.0001290613,0.00039219626,0.0003342778,0.000011661312,0.000008282088,0.000021387903,0.1055541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801016,0.00008938155,0.0003800193,0.0002887552,0.00075356755,0.00047812678],"domain_scores_gemma":[0.99787897,0.000062824336,0.0006387624,0.0007432559,0.00029863656,0.00037757625],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00048293476,0.00013249938,0.00041662104,0.0003008719,0.001782085,0.000430015,0.0013902251,0.00010739932,0.0007397415],"category_scores_gemma":[0.0009870623,0.00017457275,0.00013752464,0.0004280399,0.003836904,0.0010679471,0.0001326047,0.00019642236,0.0000067796414],"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":false,"study_design_scores_codex":[0.0000136777,0.00004592769,0.020014778,0.000030626208,0.00003467408,0.000035254674,0.0011921999,0.0000010413196,0.000024139334,0.0044616894,0.9713997,0.0027462752],"study_design_scores_gemma":[0.00020955432,0.00002925126,0.14801037,0.000023515335,0.000018449464,6.1693027e-7,0.001257021,0.0000018804734,0.000017158283,0.00019250362,0.8500762,0.00016346184],"about_ca_topic_score_codex":0.9984063,"about_ca_topic_score_gemma":0.9998857,"teacher_disagreement_score":0.50507313,"about_ca_system_score_codex":0.0010252197,"about_ca_system_score_gemma":0.009387342,"threshold_uncertainty_score":0.99951744},"labels":[],"label_agreement":null},{"id":"W2747890980","doi":"10.21220/v5k12r","title":"Shoreline Evolution: Prince George County, Virginia Upper Chippokes Creek, James and Appomattox River Shorelines","year":2016,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","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":"Shore; George (robot); Archaeology; Geology; Oceanography; Geography; History","score_opus":0.004536342979059499,"score_gpt":0.18358982518949282,"score_spread":0.17905348221043332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747890980","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":[0.96296823,0.001944139,0.0012493131,0.006975113,0.000584014,0.0006691712,0.0006194626,0.0001397403,0.024850795],"genre_scores_gemma":[0.93805236,0.0011474929,0.0035399264,0.00077704125,0.00029684542,0.000058716625,0.000029342773,0.00006781463,0.05603044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974769,0.00007788441,0.00049072003,0.0007186025,0.0007489492,0.00048698057],"domain_scores_gemma":[0.9988429,0.000104519415,0.0002438222,0.0004901943,0.000025292546,0.00029327633],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028641778,0.00034354057,0.00041698193,0.00009613476,0.00023124524,0.000016510827,0.0005221012,0.00016049869,0.004079557],"category_scores_gemma":[0.000058845828,0.0002515913,0.00014869304,0.00031154833,0.006340627,0.0010297555,0.0006445095,0.00014717111,0.00021976899],"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":[0.0001351901,0.00047791802,0.33943257,0.00004082791,0.00006618101,0.000035291356,0.000254786,0.00005924393,0.0033921197,0.00059422443,0.64894783,0.0065638027],"study_design_scores_gemma":[0.00067613774,0.00014172541,0.3980103,0.00006431331,0.00003184361,0.000036109086,0.00027686224,0.000095450145,0.00006336861,0.0008373662,0.5993639,0.00040258397],"about_ca_topic_score_codex":0.0006536867,"about_ca_topic_score_gemma":0.0001886825,"teacher_disagreement_score":0.058577724,"about_ca_system_score_codex":0.0003851992,"about_ca_system_score_gemma":0.000044705655,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W2767103749","doi":"","title":"Pain Management: Effects on Pain Perception in Older Adults and College Students","year":2015,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Pain Management and Placebo Effect","field":"Neuroscience","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":"Pain perception; Perception; Psychology; Pain management; Physical therapy; Medicine; Physical medicine and rehabilitation; Clinical psychology; Neuroscience","score_opus":0.012100397622686013,"score_gpt":0.24263181610142853,"score_spread":0.23053141847874253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767103749","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":[0.9686489,0.00008723658,0.00036081971,0.0010192996,0.0006643033,0.0039619263,0.00009460789,0.00017246164,0.024990411],"genre_scores_gemma":[0.99088484,0.000085163934,0.00021790637,0.002341389,0.00010848145,0.00024323755,0.000021492428,0.000048736285,0.0060487273],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99241674,0.0044637215,0.00047803443,0.0009014999,0.0011321555,0.0006078651],"domain_scores_gemma":[0.9967045,0.0022349518,0.0001968923,0.0005371576,0.000061586805,0.00026488196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012751843,0.0003972024,0.00046806017,0.00081627135,0.000116514755,0.00013247256,0.00075129647,0.00016567347,0.00006632531],"category_scores_gemma":[0.0035166375,0.00038314448,0.00009722579,0.0012990753,0.00013748623,0.00090588565,0.0003673828,0.0002767209,0.00004902569],"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":[0.001718154,0.0019756195,0.20398809,0.0022866842,0.00008199147,0.0011087894,0.0012822961,0.0000623465,0.0006745708,0.0023518992,0.7027237,0.08174589],"study_design_scores_gemma":[0.02598479,0.0032881289,0.87026197,0.0032919839,0.00013481348,0.000009138627,0.0034336958,0.017572341,0.00093194516,0.0024831267,0.07065443,0.0019536687],"about_ca_topic_score_codex":0.000043287793,"about_ca_topic_score_gemma":0.000054668402,"teacher_disagreement_score":0.66627383,"about_ca_system_score_codex":0.00018074509,"about_ca_system_score_gemma":0.00002969096,"threshold_uncertainty_score":0.9998621},"labels":[],"label_agreement":null},{"id":"W2803086497","doi":"","title":"Asymptotic analysis of equations for the buffered diffusion of intracellular Ca2","year":2001,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"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":"National Eye Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Diffusion; Asymptotic analysis; Intracellular; Mathematics; Mathematical analysis; Applied mathematics; Physics; Chemistry; Thermodynamics","score_opus":0.01321671644923698,"score_gpt":0.2355598212354041,"score_spread":0.22234310478616712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803086497","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":[0.9063437,0.0010598305,0.090735,0.00031250494,0.00022343472,0.0005112744,0.00036238364,0.000006731693,0.00044516768],"genre_scores_gemma":[0.996701,0.00029143566,0.0014489604,0.000037680842,0.000092156086,0.000035582645,0.00025309352,0.000019222354,0.0011208948],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871135,0.00005790389,0.00051698537,0.00026330276,0.00024361571,0.0002068485],"domain_scores_gemma":[0.9985513,0.00013527907,0.00034825614,0.00049644866,0.0004098711,0.000058823975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045812211,0.00014621219,0.00038118105,0.00019996629,0.000083171544,0.000013654401,0.000371171,0.00016388668,0.00026735666],"category_scores_gemma":[0.00035869423,0.00011194467,0.0003989054,0.00071067794,0.00010759151,0.00001465067,0.00010077548,0.00005925956,3.1696047e-7],"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":[0.00014279937,0.0002581027,0.0024957147,0.000055852222,0.0011521484,8.590397e-7,0.00008003093,0.001655336,0.98740494,0.002016312,0.0033434706,0.0013944089],"study_design_scores_gemma":[0.0025156261,0.001190577,0.011470265,0.00008224892,0.0029673914,0.0000032275777,0.0010768127,0.038593333,0.8981322,0.0012606577,0.04213842,0.00056922034],"about_ca_topic_score_codex":0.00009741526,"about_ca_topic_score_gemma":0.00009325227,"teacher_disagreement_score":0.0903573,"about_ca_system_score_codex":0.000012571081,"about_ca_system_score_gemma":0.0000836235,"threshold_uncertainty_score":0.4564971},"labels":[],"label_agreement":null},{"id":"W2884956192","doi":"10.21220/80ka-0328","title":"(2013) Northeast Area Monitoring and Assessment Program (NEAMAP) Data collection and analysis in support of single and multispecies stock assessments in the Mid-Atlantic: Northeast Area Monitoring and Assessment Program Near Shore Trawl Survey Final Report","year":2013,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":8,"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":"Shore; Stock assessment; Stock (firearms); Data collection; Environmental science; Geography; Oceanography; Fishery; Fishing; Archaeology; Geology","score_opus":0.07570770152779337,"score_gpt":0.33549631008164604,"score_spread":0.25978860855385266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884956192","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":[0.9931226,0.000044106353,0.000043515825,0.00040974622,0.00009281769,0.0022551653,0.00015033603,0.000027419235,0.0038543134],"genre_scores_gemma":[0.9829727,0.00036988725,0.015601713,0.000004704189,0.000033634442,0.00033877805,0.00033272107,0.00002691741,0.00031897833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99606395,0.00034297613,0.0009213212,0.0009690152,0.0010899078,0.0006128415],"domain_scores_gemma":[0.9981889,0.0002502914,0.0003788445,0.0008084324,0.0001395662,0.00023393711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021634218,0.00036799136,0.0007076249,0.00034101214,0.00025123617,0.000643561,0.00052278576,0.00015993055,0.00019469344],"category_scores_gemma":[0.00014720681,0.0003016979,0.00005722638,0.0018409457,0.00069467473,0.0019152027,0.0010922329,0.0004998588,2.3449718e-7],"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":[0.00005115996,0.0010656317,0.9384284,0.00009329555,0.00012314042,0.00006221281,0.00021675965,0.000013018388,0.00008657372,8.13608e-7,0.0008125145,0.05904646],"study_design_scores_gemma":[0.00087245635,0.00067642535,0.9835107,0.000041088828,0.000091866146,0.000043507633,0.0010854034,0.009138979,0.000012476877,0.000010602469,0.004243841,0.00027269401],"about_ca_topic_score_codex":0.022215774,"about_ca_topic_score_gemma":0.010971498,"teacher_disagreement_score":0.058773763,"about_ca_system_score_codex":0.00019214238,"about_ca_system_score_gemma":0.0001441104,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W2916381709","doi":"10.25773/ky6m-9p94","title":"Delineation of a wave climate for Dam Neck, Virginia Beach, Virginia","year":2019,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","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":"U.S. Army Corps of Engineers; Canada Excellence Research Chairs, Government of Canada","keywords":"West virginia; Hydrology (agriculture); Dam removal; Geology; Environmental science; Geography; Archaeology; Geotechnical engineering; Geomorphology","score_opus":0.008292815179547969,"score_gpt":0.2025421390404665,"score_spread":0.19424932386091853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916381709","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":[0.96422774,0.0001463997,0.00041934237,0.00049191166,0.0010578958,0.0010028499,0.0048487233,0.000060195307,0.027744941],"genre_scores_gemma":[0.98442,0.00009964789,0.0061055548,0.00016946656,0.00016675831,0.000008736991,0.002079955,0.00001695686,0.0069329184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980845,0.0000423306,0.0006312622,0.00039772695,0.00038377725,0.0004603893],"domain_scores_gemma":[0.9985962,0.00020595141,0.00034350282,0.00041026867,0.0002985544,0.00014555141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048820625,0.00023450519,0.00047035053,0.00023619596,0.00007831256,0.000045221306,0.0003624904,0.00014211284,0.0010490719],"category_scores_gemma":[0.00013822479,0.00020794476,0.0002060803,0.0004935987,0.000104649145,0.0009527445,0.000086931286,0.00014276122,0.000037362246],"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":[0.0014434014,0.0003817657,0.7693573,0.0012801863,0.000204047,0.000017058886,0.0003029703,0.0027768726,0.00056220894,0.0045634,0.06225842,0.15685236],"study_design_scores_gemma":[0.002638649,0.0012566063,0.5595125,0.00011960947,0.00009699068,0.000015028843,0.00032415174,0.17142177,0.00015105934,0.0019799736,0.2619017,0.000581948],"about_ca_topic_score_codex":0.00086119416,"about_ca_topic_score_gemma":0.0023527974,"teacher_disagreement_score":0.2098448,"about_ca_system_score_codex":0.000009735799,"about_ca_system_score_gemma":0.0001359309,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W2944360438","doi":"10.25773/v5-1ty4-aj79","title":"Evaluating The Recruitment Of American Eel, Anguilla Rostrata, To The Potomac - Spring 2002 : February 2002 - June 2002","year":2019,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine and fisheries research","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":"National Oceanic and Atmospheric Administration","keywords":"Anguilla rostrata; Spring (device); Fishery; Geography; Biology; Engineering","score_opus":0.04295082552547423,"score_gpt":0.30587754418659974,"score_spread":0.2629267186611255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944360438","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":[0.62298733,0.00013934633,0.000014566563,0.006749895,0.00046660315,0.0029320668,0.00016937796,0.000039916005,0.36650088],"genre_scores_gemma":[0.75419146,0.00026621833,0.0043998123,0.0018288412,0.00038118887,0.00060521124,0.000018963477,0.00012679283,0.2381815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603665,0.00030969415,0.00067707803,0.00063467456,0.0015614937,0.0007803822],"domain_scores_gemma":[0.99756384,0.0002649356,0.00036274505,0.0014734896,0.00009920926,0.00023576146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001842637,0.00030673362,0.00046748648,0.000118429896,0.00023710931,0.00011185465,0.0017014896,0.00008308057,0.035176534],"category_scores_gemma":[0.00038934776,0.00020092663,0.00018215155,0.0017394002,0.0006308964,0.0006344417,0.0015648555,0.0004020573,0.00064760906],"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":[0.00017579214,0.00028622756,0.1837688,0.0000618641,0.00010211204,0.000014526458,0.00036730134,0.0006919434,0.0043095793,0.00019572095,0.7478757,0.062150463],"study_design_scores_gemma":[0.00046674637,0.0007312855,0.48168164,0.000028884484,0.000026899219,0.0000057010748,0.00069329015,0.0014969846,0.0005001405,0.000027724891,0.5140555,0.00028518907],"about_ca_topic_score_codex":0.009113661,"about_ca_topic_score_gemma":0.0017598207,"teacher_disagreement_score":0.29791284,"about_ca_system_score_codex":0.00019102737,"about_ca_system_score_gemma":0.000114558236,"threshold_uncertainty_score":0.99748474},"labels":[],"label_agreement":null},{"id":"W2991175897","doi":"","title":"Servants: a downstairs history of britain from the nineteenth century to modern times, Lucy Lethbridge (book review)","year":2013,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Australian History and Society","field":"Social Sciences","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":"History; Art history; Geography","score_opus":0.01520251823013712,"score_gpt":0.2356064797235693,"score_spread":0.22040396149343217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991175897","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":[0.04850497,0.3999775,0.00027615402,0.10271912,0.007864257,0.012021007,0.004063807,0.00065250916,0.42392066],"genre_scores_gemma":[0.15430298,0.045945864,0.0032286781,0.053316306,0.0017990962,0.00057791005,0.00028607954,0.00018838736,0.7403547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660015,0.0005527888,0.0007673119,0.000511037,0.00096539344,0.00060330715],"domain_scores_gemma":[0.9975429,0.00029361888,0.00047641838,0.00079581543,0.0005242801,0.00036696298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012055595,0.00028696915,0.0006554511,0.000074143514,0.00027770313,0.00003437626,0.0013308035,0.00024370573,0.0087511],"category_scores_gemma":[0.0006727096,0.0002475657,0.00038754003,0.00053317036,0.00089189754,0.0015109619,0.00019621575,0.00035757,0.000107853004],"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":[0.000012876531,0.00011258075,0.0014016151,0.00013217973,0.000064176354,0.0000040575155,0.005577427,0.0000034399175,0.000057930996,0.001067038,0.99074155,0.0008251362],"study_design_scores_gemma":[0.0002979117,0.000049312854,0.007509312,0.0004328218,0.0000658533,3.8911455e-7,0.0018458959,0.000011167386,0.0000068964123,0.0002608071,0.9892416,0.00027805247],"about_ca_topic_score_codex":0.014388724,"about_ca_topic_score_gemma":0.000536731,"teacher_disagreement_score":0.35403162,"about_ca_system_score_codex":0.0010062965,"about_ca_system_score_gemma":0.00096804684,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2993431008","doi":"10.13140/rg.2.2.32004.45440","title":"Raptor Trapping At Wise Point Station: Year 2003 Report","year":2004,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Particle accelerators and beam dynamics","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":"Virginia Department of Game and Inland Fisheries","keywords":"Geography; Environmental science; Computer science","score_opus":0.009366012369814122,"score_gpt":0.2062726837657611,"score_spread":0.19690667139594697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993431008","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":[0.9811778,0.00028452338,0.0023409273,0.00051580684,0.0010263298,0.00043255658,0.00020143596,0.00035717193,0.013663442],"genre_scores_gemma":[0.9928836,0.00008080073,0.0046167728,0.00008797974,0.00020143209,0.000028614075,0.000086074455,0.00007475005,0.001939941],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982701,0.00001768568,0.0006117803,0.00030259596,0.00036915677,0.0004287017],"domain_scores_gemma":[0.99891573,0.000020874966,0.00012452266,0.00048770162,0.0002506721,0.00020048622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027596726,0.00023600044,0.00032900696,0.00017285509,0.00009021369,0.000059743328,0.00024324357,0.00013672467,0.00024790093],"category_scores_gemma":[0.00012363576,0.0002471479,0.00010691353,0.00094146706,0.00008272254,0.0010129538,0.00006606082,0.00016924928,0.000036502028],"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":[0.00025007883,0.0007640097,0.020335272,0.00067545945,0.0006499702,0.0017043718,0.0011507708,0.05312113,0.026666362,0.008643123,0.88388413,0.0021553386],"study_design_scores_gemma":[0.023713848,0.0008668722,0.13219544,0.00082176266,0.00045963927,0.00088928186,0.0019802377,0.037329823,0.08625007,0.008533805,0.70181316,0.005146053],"about_ca_topic_score_codex":0.000045722496,"about_ca_topic_score_gemma":0.00007333329,"teacher_disagreement_score":0.18207094,"about_ca_system_score_codex":0.00031141617,"about_ca_system_score_gemma":0.00013745388,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W2995577605","doi":"10.13140/rg.2.2.18471.27042","title":"Using Satellite And Radio Telemetry To Examine Stopover And Migration Ecology Of The Whimbrel: 2009-2011 Report","year":2011,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine animal studies overview","field":"Environmental Science","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":"U.S. Fish and Wildlife Service; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Telemetry; Satellite; Ecology; Satellite tracking; Remote sensing; Geography; Environmental science; Fishery; Biology; Computer science; Telecommunications; Engineering","score_opus":0.029722340152210206,"score_gpt":0.2261233264491147,"score_spread":0.1964009862969045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995577605","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":[0.9785431,0.0005645758,0.000027243354,0.00034031447,0.00017391132,0.00051249546,0.00003825149,0.000013887667,0.019786198],"genre_scores_gemma":[0.9903015,0.00047944696,0.006103828,0.00033961964,0.000039513972,0.00000936265,0.0000028038337,0.000023088845,0.0027008431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984216,0.00008300981,0.0005018098,0.00041361825,0.0003087204,0.0002712081],"domain_scores_gemma":[0.99903834,0.00005544899,0.00032671992,0.00041854713,0.00004738894,0.00011356872],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056861655,0.00018612038,0.00036599772,0.00007224523,0.00010661189,0.0000132535,0.00026973526,0.00009613687,0.0010571367],"category_scores_gemma":[0.00021287528,0.00014385542,0.00005938673,0.00043978542,0.00037337912,0.0004961579,0.00092027645,0.00010607498,0.000006350065],"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":[0.000038977745,0.0001052013,0.96876687,0.00005426325,0.000037121543,0.000019109153,0.00024335962,0.0000040041414,0.0009673971,0.00010540483,0.026186945,0.0034713403],"study_design_scores_gemma":[0.00023842668,0.0001556684,0.93316,0.00001804825,0.000045646266,0.00005393277,0.00008127613,0.000046731668,0.00050440175,0.00018749216,0.065362595,0.00014576827],"about_ca_topic_score_codex":0.0046097753,"about_ca_topic_score_gemma":0.006646823,"teacher_disagreement_score":0.03917565,"about_ca_system_score_codex":0.00008396181,"about_ca_system_score_gemma":0.000023496572,"threshold_uncertainty_score":0.99985605},"labels":[],"label_agreement":null},{"id":"W3005674190","doi":"","title":"Iron Supply and Demand in an Antarctic Shelf Ecosystem","year":2016,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary 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":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Oceanography; Environmental science; Phytoplankton; Photic zone; Lead (geology); Ecosystem; Productivity; Sea ice; Marine ecosystem; Primary productivity; Iron fertilization; New production; Geology; Ecology","score_opus":0.007392457185262172,"score_gpt":0.1859090921778376,"score_spread":0.17851663499257542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005674190","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":[0.9834775,0.00033844786,0.000015308487,0.00074710423,0.00037903598,0.0003752025,0.0008576064,0.00003976886,0.013770079],"genre_scores_gemma":[0.99778163,0.00014980172,0.00016161805,0.00008418972,0.0001446325,0.000005529697,0.000054262488,0.000009436667,0.0016088795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980773,0.00016615723,0.0005114019,0.00046684875,0.00032637487,0.00045193732],"domain_scores_gemma":[0.9989651,0.00017029316,0.00015565463,0.00036364718,0.00007325466,0.0002720442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006449605,0.00021971759,0.00040805296,0.00027552407,0.00007737255,0.00008777537,0.00035694015,0.00012727919,0.0020227523],"category_scores_gemma":[0.00007109892,0.00015161854,0.000057540707,0.00037897372,0.00008417272,0.0019191524,0.000057880214,0.00010688776,0.000042478263],"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":[0.00008035365,0.000044879118,0.974953,0.00017207024,0.00001153956,0.00005192944,0.000060540046,0.000011944415,0.000072756935,0.00011601448,0.0056103887,0.018814595],"study_design_scores_gemma":[0.0012948773,0.0005039163,0.9504105,0.00019534002,0.000016625252,0.00005187597,0.00026214364,0.001017126,0.000067000896,0.00056785496,0.045268476,0.00034428277],"about_ca_topic_score_codex":0.0032840145,"about_ca_topic_score_gemma":0.08922551,"teacher_disagreement_score":0.08594149,"about_ca_system_score_codex":0.000014017692,"about_ca_system_score_gemma":0.00009366512,"threshold_uncertainty_score":0.9988895},"labels":[],"label_agreement":null},{"id":"W3024795690","doi":"10.13140/rg.2.2.17163.82729","title":"Investigating Red Knot Migration Ecology Along The Georgia Coast: Fall 2015 And Spring 2013, 2015-16 Season Summaries","year":2017,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine and fisheries research","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. Geological Survey; U.S. Fish and Wildlife Service; Virginia Commonwealth University; National Fish and Wildlife Foundation; Southern Company","keywords":"Spring (device); Ecology; Knot (papermaking); Geography; Biology; Engineering","score_opus":0.016739930206080805,"score_gpt":0.24654362668850419,"score_spread":0.22980369648242338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024795690","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":[0.8801354,0.00011753302,0.000022638951,0.03662066,0.00037320275,0.000733751,0.00009300632,0.000049699946,0.081854105],"genre_scores_gemma":[0.97767663,0.00036955942,0.0011622643,0.00033901585,0.0001857959,0.00007546524,0.000041542757,0.000039686514,0.020110045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777037,0.00017127952,0.0004105482,0.0005040853,0.00057558325,0.0005681407],"domain_scores_gemma":[0.99820834,0.00019448668,0.0003682472,0.0009023764,0.00008032102,0.000246205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011471946,0.00024293624,0.00032313427,0.000069974834,0.000966984,0.00043627748,0.001009839,0.00018540959,0.0017045754],"category_scores_gemma":[0.00096318097,0.00019388093,0.000073212184,0.00019892171,0.0015810106,0.0022035984,0.0018640577,0.00037322225,0.000028455848],"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":[0.000018881517,0.000030422845,0.6891089,0.000025805497,0.000020573161,0.0000067435303,0.00013257249,0.000009187868,0.00016423913,0.00012737927,0.30719745,0.0031578364],"study_design_scores_gemma":[0.0003993337,0.00008113386,0.6695504,0.000013010722,0.00001721551,0.0000049097075,0.00017844346,0.00087668706,0.00010159505,0.0004960351,0.3281079,0.0001733209],"about_ca_topic_score_codex":0.03805464,"about_ca_topic_score_gemma":0.15892243,"teacher_disagreement_score":0.120867796,"about_ca_system_score_codex":0.00016853513,"about_ca_system_score_gemma":0.00011230485,"threshold_uncertainty_score":0.999208},"labels":[],"label_agreement":null},{"id":"W3100966738","doi":"","title":"ABSTRACTS OF PAPERS Presented at the 16th International Pectinid Workshop Halifax, Nova Scotia, Canada May 11–18, 2007","year":2007,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","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":"Nova scotia; Biology; Nova (rocket); Library science; Oceanography; Aeronautics; Engineering; Geology; Computer science","score_opus":0.010743895827376265,"score_gpt":0.23623530478621937,"score_spread":0.22549140895884312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100966738","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":[0.9118511,0.000872522,0.000029118315,0.0011254774,0.0018204906,0.00036188852,0.0070320447,0.000012442159,0.07689491],"genre_scores_gemma":[0.98375744,0.0000801962,0.00014478632,0.00043559325,0.0003777724,0.000004567696,0.0010065102,0.000027322634,0.01416584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811596,0.00004221897,0.000527851,0.00038750801,0.000528512,0.00039796525],"domain_scores_gemma":[0.9985811,0.00010550938,0.00032435713,0.0004743039,0.00032212058,0.00019258974],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041167522,0.0002244534,0.00023639816,0.00008364613,0.00007577708,0.000024731897,0.00058933883,0.00016194604,0.00093317986],"category_scores_gemma":[0.0004974514,0.00018148497,0.00016665559,0.00023372524,0.00019335527,0.000022065784,0.0002649961,0.00012442404,0.0000036933018],"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":[0.00034002704,0.00019575877,0.0981934,0.000039487662,0.00021850571,0.00007618972,0.000010050265,0.00012702844,0.095877945,0.00005700365,0.80466044,0.00020417928],"study_design_scores_gemma":[0.0006818283,0.00006282441,0.40607345,0.00004908684,0.00005050248,0.00003154019,0.0003058116,0.0000127481335,0.023116183,0.0000057102875,0.5693529,0.0002573955],"about_ca_topic_score_codex":0.037450038,"about_ca_topic_score_gemma":0.5021559,"teacher_disagreement_score":0.46470585,"about_ca_system_score_codex":0.000070090086,"about_ca_system_score_gemma":0.000459994,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null},{"id":"W3111215708","doi":"10.21220/s2-xd1t-qc38","title":"From Path To Portage: Issues Of Scales, Process, And Pattern In Understanding New Brunswick Riverine Trail","year":2015,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"American Environmental and Regional History","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":"Path (computing); Process (computing); Scale (ratio); Computer science; Environmental science; Geography; Cartography","score_opus":0.01846732310005141,"score_gpt":0.22371727332572625,"score_spread":0.20524995022567483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111215708","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":[0.98996323,0.0005376235,0.00055201096,0.002011438,0.00012510653,0.0003268631,0.00011192082,0.000020809946,0.0063510174],"genre_scores_gemma":[0.9951196,0.00008596026,0.001079887,0.0002639609,0.00006451238,0.0000046228806,0.000020506097,0.000022450728,0.0033385558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984433,0.000035051627,0.00034967196,0.00040047444,0.00052558153,0.00024589145],"domain_scores_gemma":[0.9992388,0.000024611398,0.00017544873,0.00021350544,0.0000070630094,0.0003405623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015888082,0.00018534208,0.0003399561,0.00008679792,0.000033912314,0.0000067855817,0.0002880666,0.00007426955,0.00055941066],"category_scores_gemma":[0.000027167418,0.00017008245,0.000046430625,0.0003544995,0.0010432277,0.0005444987,0.00022580827,0.00010997369,0.000019260773],"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":[0.00015479812,0.000468969,0.7080478,0.00006960917,0.00003349136,0.00008488191,0.005977036,0.00040262792,0.0008661357,0.00010560728,0.27912918,0.0046598716],"study_design_scores_gemma":[0.0018398704,0.00046854993,0.9081996,0.0001679332,0.00002752078,0.000009216016,0.011698566,0.00012792014,0.0002529372,0.0051524807,0.07150298,0.00055239344],"about_ca_topic_score_codex":0.015734788,"about_ca_topic_score_gemma":0.0036501363,"teacher_disagreement_score":0.2076262,"about_ca_system_score_codex":0.00037631742,"about_ca_system_score_gemma":0.000090486654,"threshold_uncertainty_score":0.9908195},"labels":[],"label_agreement":null},{"id":"W3136767378","doi":"10.21220/4hv5-f188","title":"Estimating Relative Abundance of Young-of-Year American Eel, Anguilla rostrata, in the Virginia Tributaries of Chesapeake Bay (Spring 2020)","year":2021,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine and fisheries research","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":"Anguilla rostrata; Chesapeake bay; Tributary; Spring (device); Fishery; Bay; Abundance (ecology); Geography; Oceanography; Environmental science; Estuary; Biology; Geology; Archaeology; Cartography; Engineering","score_opus":0.00798308896721151,"score_gpt":0.23723486847596117,"score_spread":0.22925177950874967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136767378","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":[0.9037588,0.00007468781,0.00015134929,0.0006845263,0.00009762499,0.00031307136,0.00023371198,0.000009973325,0.09467622],"genre_scores_gemma":[0.98748654,0.000068173686,0.011098361,0.00003332456,0.000035968747,0.000020533927,0.00002135827,0.000019908619,0.0012158313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974367,0.00022353673,0.00075388484,0.00037914264,0.00082655996,0.00038015665],"domain_scores_gemma":[0.99832314,0.00035711407,0.0004971423,0.0006228361,0.00012571752,0.00007402956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009272374,0.0001890156,0.00055343815,0.00008403903,0.00007455944,0.000036130117,0.0007413649,0.00007993607,0.0014989432],"category_scores_gemma":[0.0012375576,0.00016076249,0.00013923585,0.0019224046,0.0014130176,0.0008157982,0.00060674554,0.00034305922,0.000003919865],"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":[0.00009778739,0.00024745773,0.98748875,0.00015129462,0.0000508737,0.000046459012,0.0014880948,0.00025346223,0.002219614,0.0008703446,0.0038224058,0.003263433],"study_design_scores_gemma":[0.000612462,0.00027534235,0.98031294,0.000074937154,0.00002252854,0.000009278588,0.002858689,0.0011127213,0.002085658,0.0005277892,0.011896557,0.00021106504],"about_ca_topic_score_codex":0.003278273,"about_ca_topic_score_gemma":0.002361224,"teacher_disagreement_score":0.09346038,"about_ca_system_score_codex":0.00008098448,"about_ca_system_score_gemma":0.00014388999,"threshold_uncertainty_score":0.99941385},"labels":[],"label_agreement":null},{"id":"W3203315896","doi":"10.21220/m2-20t8-xg05","title":"Nineteenth-Century Settlement Patterning In The Grand River Valley, Ottawa County, Michigan: An Ecological Approach.","year":2021,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","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":"Settlement (finance); Geography; Archaeology; Economics","score_opus":0.00944454196314855,"score_gpt":0.19572877705034647,"score_spread":0.1862842350871979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203315896","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":[0.9484936,0.00046241694,0.00011496492,0.0017968388,0.0003127712,0.0005363813,0.00031531678,0.000033206703,0.047934517],"genre_scores_gemma":[0.99193865,0.00029383996,0.0021653334,0.002773309,0.000115087096,0.00007625388,0.00025748258,0.00003046579,0.0023495916],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972266,0.00034289178,0.00045669678,0.0006541732,0.0008557126,0.00046394466],"domain_scores_gemma":[0.999056,0.00008654486,0.00020712025,0.00048018742,0.000011909891,0.00015826883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005536113,0.00027717947,0.00034077791,0.00005889647,0.00019476951,0.000024027846,0.00071799755,0.0001253492,0.0027031775],"category_scores_gemma":[0.000025277985,0.00020094597,0.0001549996,0.00042473595,0.0020160023,0.00056927546,0.00044493325,0.00033410365,0.000052187217],"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":[0.00011424902,0.010665784,0.40812683,0.00009407681,0.000122946,0.00073957094,0.006721522,0.0034072418,0.0013226763,0.0005577688,0.56520396,0.0029233536],"study_design_scores_gemma":[0.00082378153,0.0001797596,0.58932513,0.000014740085,0.000027851187,0.000045367953,0.0032057615,0.00017946203,0.000033796223,0.00015391452,0.40570366,0.0003067968],"about_ca_topic_score_codex":0.00021252569,"about_ca_topic_score_gemma":0.00037159896,"teacher_disagreement_score":0.18119825,"about_ca_system_score_codex":0.00025607573,"about_ca_system_score_gemma":0.000037510872,"threshold_uncertainty_score":0.99820846},"labels":[],"label_agreement":null},{"id":"W3206009378","doi":"10.25773/5jev-an13","title":"Evaluating Recruitment of American Eel, Anguilla rostrata, in the Potomac River (Spring 2019)","year":2019,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","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":"Anguilla rostrata; Spring (device); Fishery; Geography; Biology; Engineering","score_opus":0.037104447492123535,"score_gpt":0.3247854559632551,"score_spread":0.28768100847113154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206009378","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":[0.991832,0.0007724605,0.000013424169,0.00060677924,0.00024521994,0.00091397774,0.00009676278,0.000006088953,0.0055132466],"genre_scores_gemma":[0.9965908,0.00015942432,0.0013120169,0.0002627397,0.0001401891,0.000041302897,0.00004868341,0.000017643142,0.0014272162],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99821055,0.0002753289,0.00044969554,0.00046605733,0.00028910552,0.00030923643],"domain_scores_gemma":[0.99846405,0.00007444808,0.0003755912,0.00083779305,0.00019917966,0.000048955248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011227418,0.00019377844,0.0003498067,0.00011220141,0.000040078645,0.000015349126,0.00052595354,0.00011595941,0.00007583519],"category_scores_gemma":[0.00065537205,0.00014256999,0.00012496217,0.0003603645,0.00046615032,0.000030034866,0.00016148144,0.00013889199,0.000009367956],"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":[0.00044143698,0.000435123,0.34112737,0.00007754299,0.00023017307,0.0000061944484,0.0004250716,0.000096172684,0.618368,0.0010965444,0.030759469,0.0069368957],"study_design_scores_gemma":[0.00093650946,0.0014791804,0.9142114,0.00004564523,0.000026745885,0.000008568835,0.0010133839,0.000038952356,0.05334731,0.00017260331,0.028482387,0.00023730715],"about_ca_topic_score_codex":0.00027577,"about_ca_topic_score_gemma":0.00005782526,"teacher_disagreement_score":0.57308406,"about_ca_system_score_codex":0.000028356826,"about_ca_system_score_gemma":0.00015700924,"threshold_uncertainty_score":0.5813836},"labels":[],"label_agreement":null},{"id":"W3207367153","doi":"10.21220/v5102f","title":"Evaluating Recruitment of American Eel, Anguilla rostrata, in the Potomac River (Spring 2009)","year":2009,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Fish Ecology and Management 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":"Virginia Marine Resources Commission","keywords":"Anguilla rostrata; Fishery; Spring (device); Geography; Estuary; Oceanography; Geology; Biology; Engineering","score_opus":0.03688037062454048,"score_gpt":0.30019905821516213,"score_spread":0.26331868759062166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207367153","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":[0.9344385,0.00007600611,0.000013089174,0.0033315658,0.000117689255,0.001016406,0.00003508079,0.00002453492,0.060947128],"genre_scores_gemma":[0.99498945,0.00009633874,0.002458937,0.0014729945,0.000031494117,0.000078003795,0.00000501714,0.000009443961,0.0008583215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806947,0.00018190601,0.00046757163,0.0003727392,0.00050729985,0.00040102837],"domain_scores_gemma":[0.99902827,0.00012967382,0.0003240035,0.0004451907,0.000026002192,0.000046838406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011738644,0.0001891853,0.0003409675,0.000117093165,0.00013782742,0.000016589356,0.00064181635,0.000055320823,0.00037502794],"category_scores_gemma":[0.00022179044,0.00015032678,0.00008648613,0.00085946324,0.00061125885,0.0004852939,0.0002894259,0.0001659194,0.000021306347],"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":[0.00009167333,0.000777599,0.67382914,0.00003585716,0.00008152338,0.000051318988,0.0012782724,0.00077703444,0.00071014115,0.001431388,0.30318218,0.017753856],"study_design_scores_gemma":[0.00049305113,0.00047220266,0.9855171,0.000023464245,0.000031450665,0.0000013678967,0.00076913735,0.00016506771,0.00011045304,0.0008091906,0.011454887,0.00015261372],"about_ca_topic_score_codex":0.00064214435,"about_ca_topic_score_gemma":0.0015043519,"teacher_disagreement_score":0.31168798,"about_ca_system_score_codex":0.00011415609,"about_ca_system_score_gemma":0.000018612132,"threshold_uncertainty_score":0.6130148},"labels":[],"label_agreement":null},{"id":"W6884637984","doi":"","title":"Characterization and comparison of toxin-producing isolates of Dinophysis acuminata from New England and Canada","year":2015,"lang":"","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Marine Toxins and Detection Methods","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":"National Institute of Environmental Health Sciences; National Natural Science Foundation of China; National Science Foundation","keywords":"Diarrhetic shellfish poisoning; Toxin; Dinophysis; Bay; Okadaic acid; Shellfish poisoning; Shellfish","score_opus":0.018843292851553457,"score_gpt":0.24169187214043356,"score_spread":0.2228485792888801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884637984","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":[0.9954195,0.00047771144,0.0009151548,0.00047573072,0.0006187317,0.00039537504,0.0010047649,0.000010121261,0.0006829154],"genre_scores_gemma":[0.9918749,0.00022633828,0.005491714,0.000038989117,0.0001680942,0.000004182344,0.00005116002,0.000027588894,0.0021170604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707484,0.000205385,0.0010494192,0.0007104,0.0006278482,0.0003321199],"domain_scores_gemma":[0.99762535,0.0002105964,0.00096293545,0.0005945014,0.00013313974,0.00047348678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007099684,0.00034536573,0.000949308,0.00015744107,0.00010036464,0.00006288181,0.00035475745,0.00017057222,0.00081211],"category_scores_gemma":[0.00049353106,0.00034498487,0.000064212785,0.0006529458,0.00039008912,0.0011958408,0.00066210114,0.00021351503,6.904991e-7],"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":[0.0005022029,0.00037992,0.693629,0.00036968736,0.00018874014,0.0000054356806,0.0032708105,0.00012458672,0.1631803,0.000027999793,0.011144217,0.12717703],"study_design_scores_gemma":[0.002698679,0.0006702865,0.86097443,0.00015603316,0.00020087084,0.000004818827,0.0010477077,0.0059565115,0.1004392,0.0003242257,0.02700064,0.0005266079],"about_ca_topic_score_codex":0.5964076,"about_ca_topic_score_gemma":0.20780103,"teacher_disagreement_score":0.38860658,"about_ca_system_score_codex":0.00014315522,"about_ca_system_score_gemma":0.00034957848,"threshold_uncertainty_score":0.9999002},"labels":[],"label_agreement":null},{"id":"W6888535735","doi":"10.21220/s2-1v2f-ew39","title":"\"Faithful Child Of God\": Nancy Towle, 1796-1876","year":2000,"lang":"en","type":"article","venue":"W&M Publish (College of William & Mary)","topic":"Literature: history, themes, analysis","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":"Government (linguistics); Perspective (graphical); Agency (philosophy); Work (physics)","score_opus":0.008579780036376964,"score_gpt":0.18188582289779828,"score_spread":0.17330604286142132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888535735","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":[0.048577756,0.0053220037,0.0000053039807,0.0020345873,0.0012748252,0.00051775615,0.001489366,0.00017125942,0.94060713],"genre_scores_gemma":[0.6832314,0.00022936196,0.00034124608,0.00079963595,0.0014697136,0.000047999034,0.00017878956,0.00009992374,0.31360188],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696684,0.00013059383,0.0010396813,0.0005915851,0.0007172915,0.0005539942],"domain_scores_gemma":[0.9976718,0.00008920174,0.00045055046,0.0010443969,0.000548472,0.0001955999],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004264835,0.00043819798,0.0009309732,0.0005532854,0.00036681574,0.00018987096,0.000925207,0.0001982319,0.047805406],"category_scores_gemma":[0.000110796354,0.00039649897,0.00058313325,0.00048034385,0.0007568084,0.001716061,0.000097828575,0.00037370293,0.00013042203],"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":[0.00014076068,0.0006651378,0.00037660892,0.0002297227,0.0004415197,0.000025304438,0.009306597,0.000011356334,0.000041100677,0.056518458,0.9290344,0.0032090228],"study_design_scores_gemma":[0.0009803943,0.00016570945,0.0008722287,0.00017142209,0.00019430507,0.0000053835065,0.0007192844,0.000031066014,0.00017157383,0.0012919916,0.99495894,0.00043768215],"about_ca_topic_score_codex":0.0005251288,"about_ca_topic_score_gemma":0.0009879364,"teacher_disagreement_score":0.6346537,"about_ca_system_score_codex":0.00011259806,"about_ca_system_score_gemma":0.00014451981,"threshold_uncertainty_score":0.99984866},"labels":[],"label_agreement":null},{"id":"W6903229381","doi":"10.1111/ddi.12280