{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"dc7d84b8463b","filters":{"topic":"Graphic Design and Typography"}},"results":[{"id":"W647239698","doi":"","title":"One hundred at 360° : graphic design's new global generation","year":2007,"lang":"en","type":"book","venue":"Laurence King eBooks","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Studio; George (robot); Kingdom; Economic history; Geography; History; Art history; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.1060252046928181,"gpt":0.2364073076218113,"spread":0.1303821029289931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000356468,0.0005118769,0.0005378572,0.0004432018,0.0006813174,0.0004242263,0.0004770707,0.0004426835,0.0006528152],"category_scores_gemma":[0.00001168751,0.0005947662,0.0004120384,0.0000567823,0.0005470247,0.000104269,0.00009187065,0.0004570678,0.0001827285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737391,"about_ca_system_score_gemma":0.0003704332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494024,"about_ca_topic_score_gemma":0.01017965,"domain_scores_codex":[0.997372,0.0000840701,0.0005342262,0.0007003241,0.0006959066,0.0006134846],"domain_scores_gemma":[0.9985607,0.00007757588,0.0003793976,0.0005645176,0.0001694575,0.0002483936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005774428,0.00003266539,0.00001863966,0.00005158078,0.0002519468,0.00004418722,0.003322196,0.000002512424,0.0001701369,0.8512394,0.116885,0.02792394],"study_design_scores_gemma":[0.0005590718,0.0002486005,0.0000762658,0.0003068087,0.0003019403,0.00001183048,0.00004865517,0.0000259585,0.00007173458,0.1620125,0.8353807,0.000955959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001439641,0.002047643,0.003624914,0.00004649857,0.001837979,0.0006966311,0.00006450983,0.0004246029,0.9911132],"genre_scores_gemma":[0.01702835,0.00006584512,0.00115663,0.0008868832,0.004097364,0.00003057999,0.0002960203,0.00009839122,0.9763399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7184957,"threshold_uncertainty_score":0.9996504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029496624","doi":"","title":"Kaznena politika i zatvorski sustav Republike Hrvatske","year":2024,"lang":"hr","type":"dissertation","venue":"FPZG (University of Zagreb)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Croatian; Work (physics); Order (exchange); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.01466550551952624,"gpt":0.1926597484716187,"spread":0.1779942429520925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003498003,0.0006827658,0.0008808702,0.002018747,0.00110491,0.0003612178,0.0009199317,0.0006283879,0.01072003],"category_scores_gemma":[0.00002438443,0.0008134037,0.001260121,0.0006304081,0.0008753393,0.0006339592,0.0001581293,0.0009355648,0.001101701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000912638,"about_ca_system_score_gemma":0.0003639064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008216994,"about_ca_topic_score_gemma":0.00691429,"domain_scores_codex":[0.9969003,0.0001485338,0.000472639,0.0009463325,0.0007485708,0.0007836266],"domain_scores_gemma":[0.9974678,0.0001209973,0.0005616032,0.0007419821,0.0007856259,0.0003220618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004226715,0.0003318488,0.000234349,0.001734875,0.001303915,0.0006680544,0.2006063,0.000001627533,0.00009633198,0.6640942,0.1290853,0.001420474],"study_design_scores_gemma":[0.001117372,0.0005553045,0.007723061,0.0008807168,0.001467703,0.00002089713,0.4529606,0.0001088661,0.00001533134,0.01932898,0.5146371,0.001184175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6271648,0.004991145,0.00003154678,0.0009375094,0.004618645,0.0007588658,0.0009952002,0.0003567623,0.3601455],"genre_scores_gemma":[0.7155094,0.001055295,0.00006762951,0.00008540074,0.0004310657,7.793525e-8,0.001355977,0.00007629655,0.2814189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447652,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804979937","doi":"","title":"The layout book [2nd ed]","year":2015,"lang":"en","type":"book-chapter","venue":"Lincoln Repository (University of Lincoln)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scheme (mathematics); Performance art; Art history; Art; Engineering; Visual arts; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02377180015937824,"gpt":0.1713923527748342,"spread":0.147620552615456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003602177,0.0004320914,0.0005983483,0.0002579891,0.001645977,0.0001666562,0.0009076384,0.0004060873,0.001082923],"category_scores_gemma":[0.000008070765,0.0004022108,0.0006819422,0.00003404606,0.00175609,0.0002755271,0.000237084,0.0006341613,0.0002558671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063026,"about_ca_system_score_gemma":0.0003233554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004966183,"about_ca_topic_score_gemma":0.001139913,"domain_scores_codex":[0.998038,0.00007513045,0.0003905595,0.0004886304,0.0006756918,0.0003320176],"domain_scores_gemma":[0.9973546,0.000202449,0.0007031019,0.0008056961,0.0006935211,0.0002406484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002041632,0.00005846833,0.0000230386,0.0000587258,0.0004646859,0.0002333333,0.004564302,0.00000307948,0.000005095044,0.6381459,0.3550963,0.001143014],"study_design_scores_gemma":[0.0005437125,0.0002711338,0.00002326053,0.0001410159,0.0003451708,0.00001464048,0.002108103,0.00002688167,0.000001598477,0.01182641,0.9842558,0.0004422831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009171799,0.01307175,0.00001514682,0.0002925756,0.002031949,0.0005291033,0.00008652036,0.0001529352,0.9837283],"genre_scores_gemma":[0.005919364,0.0008707123,0.00006317598,0.00009817745,0.001183672,0.000001171182,0.00003251269,0.00006185634,0.9917694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6291595,"threshold_uncertainty_score":0.999843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991985320","doi":"","title":"Voices of the Dramatic Persona: An Exploration of George Herbert's Self- Writing in The Temple","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Persona; Baroque; Literature; Confession (law); Poetry; Philosophy; Art; George (robot); Self; Aesthetics; Art history; History; Humanities; Theology","retraction":null,"screen_n_in":null,"score":{"opus":0.09944897398067817,"gpt":0.2677096719020365,"spread":0.1682606979213583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009022834,0.00004295051,0.00006530049,0.0001159877,0.0005038646,0.0001017152,0.0003807954,0.00001610693,0.00001643015],"category_scores_gemma":[0.00003739434,0.00002709021,0.00003219261,0.0003748877,0.0007526244,0.0005814299,0.000008984382,0.00005461945,0.000001155483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003483168,"about_ca_system_score_gemma":0.0003127277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05643597,"about_ca_topic_score_gemma":0.2862078,"domain_scores_codex":[0.9992979,0.00007486774,0.0001187116,0.00008148506,0.0002539135,0.0001730771],"domain_scores_gemma":[0.9996251,0.00002520322,0.00006819476,0.00009337527,0.0001195841,0.00006852409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[7.936868e-7,0.0000187157,0.0069835,0.000008526275,0.000002146915,5.093335e-7,0.4002965,2.386089e-7,0.0000628013,0.5917386,0.0003504404,0.0005372186],"study_design_scores_gemma":[0.0002588498,0.00009495549,0.02257274,0.00003285702,0.00001853056,6.40568e-7,0.9142114,0.0001678366,0.00005661456,0.0309526,0.03146288,0.0001700812],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766884,0.00004791377,0.000001684604,0.0007919638,0.0001456024,0.0001567217,0.00001225446,0.000006867906,0.1221486],"genre_scores_gemma":[0.9996176,7.537007e-7,0.00001402108,0.0002337099,0.00008204832,0.000006090942,7.541608e-7,0.000002355695,0.00004267138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.560786,"threshold_uncertainty_score":0.9498473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129458860","doi":"","title":"Exploring Non-Traditional Typography and Visual Narrative Through Ray Bradbury's \"Cistern\"","year":2020,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Narrative; Conversation; Tone (literature); Typography; Literature; Art; Character (mathematics); Representation (politics); Linguistics; Visual arts; History; Philosophy; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.5626421290614895,"gpt":0.3933531463854967,"spread":0.1692889826759927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005061253,0.0002298625,0.0002500291,0.0003428669,0.00105377,0.0008267963,0.0003101483,0.0000432569,0.0003739825],"category_scores_gemma":[0.00004560998,0.0001982019,0.0001306978,0.000455214,0.0009780985,0.001254992,0.0001962387,0.0006178078,0.00005130649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001929397,"about_ca_system_score_gemma":0.00002987716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008355904,"about_ca_topic_score_gemma":0.00001458605,"domain_scores_codex":[0.9974302,0.0000352251,0.0002630651,0.0005453139,0.001153276,0.0005729287],"domain_scores_gemma":[0.9989752,0.0001051155,0.00005907258,0.00005587402,0.0005405686,0.0002642185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001788534,0.0002949154,0.00585559,0.0001839519,0.0002555507,0.0000227814,0.5640134,1.029187e-7,0.001411784,0.397701,0.02949705,0.0005850449],"study_design_scores_gemma":[0.003146824,0.004729107,0.06726666,0.0002910882,0.00006483117,0.000009469089,0.5543504,0.0001058214,0.0004797633,0.02857789,0.3398558,0.001122277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.909505,0.0003032254,0.00002084873,0.002373837,0.0001800104,0.0006433626,0.00001387233,0.0001290596,0.08683075],"genre_scores_gemma":[0.9971262,0.0003991239,0.0000725489,0.0004519033,0.001195626,0.0002935839,0.000009364066,0.00003234683,0.00041931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3691231,"threshold_uncertainty_score":0.8104851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524686373","doi":"","title":"Sublim psykotisk poesi","year":2015,"lang":"sv","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.03760143687213062,"gpt":0.2046084762279693,"spread":0.1670070393558387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005185498,0.0007786775,0.0007457876,0.001355161,0.0008782399,0.0005740573,0.0008523343,0.0003732048,0.003752894],"category_scores_gemma":[0.00004496158,0.000810209,0.0006871206,0.0008553199,0.001009668,0.001364431,0.0002179309,0.0006666207,0.001594058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001475622,"about_ca_system_score_gemma":0.000380817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666912,"about_ca_topic_score_gemma":0.0007290659,"domain_scores_codex":[0.9962398,0.0001147287,0.0006428003,0.0009057843,0.0009290894,0.001167786],"domain_scores_gemma":[0.996973,0.00007607406,0.0005142933,0.0007403381,0.0006635287,0.001032709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005662441,0.0004666649,0.01968825,0.00007643514,0.000615088,0.001070712,0.02493296,0.000009326895,0.00004708591,0.6764189,0.2753721,0.000736209],"study_design_scores_gemma":[0.003055644,0.0008915621,0.004692195,0.0001301565,0.0005432293,0.00004277489,0.03792391,0.00009661268,0.00003404989,0.005529877,0.9458535,0.001206487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4554335,0.0037118,0.00006988959,0.0007811356,0.003071054,0.0006019031,0.0002859681,0.0005223756,0.5355223],"genre_scores_gemma":[0.8901964,0.0002344211,0.0001406261,0.000509202,0.000847565,0.000003296005,0.0002661249,0.0001114733,0.1076908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.670889,"threshold_uncertainty_score":0.9994349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7041252807","doi":"","title":"Kim Sutherland","year":2021,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Representation (politics); Exhibition; Work (physics); Order (exchange)","retraction":null,"screen_n_in":null,"score":{"opus":0.01531526912459285,"gpt":0.1541478730912988,"spread":0.1388326039667059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001076124,0.000132426,0.0001560886,0.0002624326,0.0004024246,0.0001965766,0.0001453069,0.00003549472,0.001819941],"category_scores_gemma":[0.00001055584,0.0001289657,0.0001393317,0.0001886347,0.0001297388,0.0003560191,0.00004280019,0.0001944046,0.0001198414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001310603,"about_ca_system_score_gemma":0.00005770927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199249,"about_ca_topic_score_gemma":0.001205353,"domain_scores_codex":[0.9991669,0.00007282092,0.0001111312,0.0002504291,0.0001563592,0.0002423774],"domain_scores_gemma":[0.9993882,0.00002988521,0.00005384664,0.0002165488,0.0001831611,0.0001284087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002687913,0.0005272144,0.06415168,0.00007206371,0.0006972731,0.006809567,0.02553449,0.00001348193,0.0008667923,0.8668796,0.02800759,0.006171487],"study_design_scores_gemma":[0.0006912931,0.0000393166,0.002807389,0.000009202847,0.00004093744,0.000009916009,0.00242903,0.00000774206,0.00006674601,0.002022903,0.9916781,0.000197389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5160097,0.0003495326,0.0001588132,0.0002135934,0.0003943837,0.00008348006,0.00009428068,0.0001356139,0.4825605],"genre_scores_gemma":[0.8504254,0.0003653487,0.00007685873,0.0001968714,0.0001101808,3.00901e-7,0.00007765123,0.0000175252,0.1487299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9636706,"threshold_uncertainty_score":0.9990925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1697557494","doi":"","title":"The Semiotic and Typographical Analysis of Some Foreign Company Logos and Brands","year":2014,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Logos Bible Software; Semiotics; Pragmatics; Linguistics; Merge (version control); Computer science; Covert; Formality","retraction":null,"screen_n_in":null,"score":{"opus":0.0316970447657437,"gpt":0.2572085008928024,"spread":0.2255114561270587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006689513,0.0001294373,0.0005573514,0.0003306614,0.0003833448,0.00004083829,0.00009488067,0.00006085642,0.000002908801],"category_scores_gemma":[0.00003429726,0.00007115248,0.0001195538,0.0001381496,0.001336124,0.00007774014,0.00005125969,0.0003348968,9.533155e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001793857,"about_ca_system_score_gemma":0.00000482814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002345675,"about_ca_topic_score_gemma":0.000008510328,"domain_scores_codex":[0.9990935,0.00004317542,0.000431362,0.0001093841,0.0001731667,0.000149363],"domain_scores_gemma":[0.9988511,0.0006267279,0.0003120886,0.00006493313,0.00007411606,0.00007106857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001561004,0.00001749403,0.01379714,0.00004880719,0.00294141,6.165048e-7,0.00589784,0.000002890539,0.0002552485,0.9723948,0.001172782,0.003314838],"study_design_scores_gemma":[0.004519127,0.001294531,0.2081526,0.0002324317,0.01012834,0.00005297838,0.06936144,0.0006355135,0.000162257,0.6594868,0.04523763,0.0007363319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961438,0.0346567,0.00004724775,0.0005995858,0.00007104973,0.00008067375,0.000004451008,0.000006967186,0.003095331],"genre_scores_gemma":[0.9763781,0.02314754,0.00002677642,0.0002274641,0.0001779575,0.000002031977,3.469889e-7,0.000005462566,0.00003435581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312908,"threshold_uncertainty_score":0.4923003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120589546","doi":"10.5539/ass.v7n3p220","title":"An Analysis of the Significant Form in Modern Design","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inheritance (genetic algorithm); China; Aesthetics; Chinese culture; Sociology; History; Epistemology; Law; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.06264567907443855,"gpt":0.2452153562480567,"spread":0.1825696771736181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005139934,0.00005689827,0.0001138819,0.0003167747,0.0003775023,0.00004956396,0.0004858862,0.00001914485,0.0001368069],"category_scores_gemma":[0.000007832901,0.00003781293,0.0001079543,0.0009914514,0.001421765,0.0002524156,0.0000196992,0.00005443405,0.00000120291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001294572,"about_ca_system_score_gemma":0.0000540415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006525452,"about_ca_topic_score_gemma":0.001173282,"domain_scores_codex":[0.99923,0.00004979781,0.0001298262,0.0001524153,0.0002488078,0.000189176],"domain_scores_gemma":[0.9996713,0.00001000511,0.00006907453,0.0001525802,0.00006021862,0.00003684888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000009191739,0.0001076167,0.006143141,0.000001146892,0.00003289685,7.590739e-7,0.2254852,7.187577e-7,0.0009698216,0.7513517,0.00002456102,0.01587332],"study_design_scores_gemma":[0.0001270807,0.00008717566,0.8626533,0.000003647296,0.000152052,7.803308e-8,0.02595436,0.0009367205,0.0004864519,0.1092756,0.0001688019,0.0001547606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2548678,0.00001662458,0.001928809,0.00008883164,0.0001795244,0.0002379722,0.00001224387,0.00003020194,0.7426379],"genre_scores_gemma":[0.9997616,9.006718e-7,0.0000871568,0.00006075166,0.00002310597,0.00000542297,3.110833e-7,0.000002761842,0.00005797621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8565102,"threshold_uncertainty_score":0.5238553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094040171","doi":"","title":"Kim Sutherland","year":2021,"lang":"","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Representation (politics); Exhibition; Work (physics); Order (exchange)","retraction":null,"screen_n_in":null,"score":{"opus":0.01400415779313164,"gpt":0.1614901107156739,"spread":0.1474859529225423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003275792,0.000486252,0.0005448736,0.0007858422,0.001449427,0.0008860953,0.0004164839,0.0001794402,0.005934735],"category_scores_gemma":[0.00002988909,0.0005267538,0.0005469466,0.0007282785,0.0004748322,0.0008956307,0.0001784272,0.0007638386,0.0003512143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000055642,"about_ca_system_score_gemma":0.0003305942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000316398,"about_ca_topic_score_gemma":0.001592627,"domain_scores_codex":[0.99722,0.0003517634,0.0003979534,0.0008051062,0.0004510404,0.0007740779],"domain_scores_gemma":[0.9979653,0.00009872126,0.0002355242,0.0006294873,0.0005994613,0.0004714529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001459606,0.002602362,0.1001528,0.0005364585,0.004341695,0.03778634,0.04814322,0.00005146882,0.001061399,0.7495813,0.03983892,0.01444436],"study_design_scores_gemma":[0.002256405,0.0001789485,0.005278979,0.00007491585,0.0003350666,0.00004020777,0.007108554,0.00003563124,0.00008872718,0.00211594,0.9817805,0.0007061144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5014863,0.004903855,0.0003150678,0.0005329779,0.001649555,0.0003132199,0.0007149743,0.0001745994,0.4899094],"genre_scores_gemma":[0.7134707,0.006960428,0.0000775469,0.000256905,0.0002774131,4.72299e-7,0.0001775409,0.00005435125,0.2787246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9419416,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987745117","doi":"","title":"A Tribute to Robert R. Reid: Pioneer Canadian Designer and Typographer","year":2022,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tribute; Work (physics); Exposition (narrative)","retraction":null,"screen_n_in":null,"score":{"opus":0.01963374036110184,"gpt":0.1897923001453401,"spread":0.1701585597842383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008686623,0.0004232345,0.0003817378,0.001117841,0.004031166,0.0002237992,0.0004664788,0.0001017425,0.004528802],"category_scores_gemma":[0.00007690817,0.0004334738,0.0002499705,0.0006351699,0.0001735858,0.0004475286,0.0002166514,0.0007256703,0.0001820009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002071118,"about_ca_system_score_gemma":0.0000480193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04835499,"about_ca_topic_score_gemma":0.1823718,"domain_scores_codex":[0.9970824,0.00032949,0.00043056,0.0007343076,0.0005273122,0.0008959413],"domain_scores_gemma":[0.9982193,0.000109588,0.0001022344,0.0005164037,0.0001829533,0.0008695181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001193571,0.0001428189,0.0002330846,0.00002023754,0.0002079833,0.0001298675,0.0001922419,0.00001771185,0.001737178,0.9756032,0.003745533,0.01785081],"study_design_scores_gemma":[0.000655895,0.0003254171,0.0006780326,0.00001466981,0.00007383024,0.00003466747,0.0006394544,0.000006578205,0.0001487501,0.03643976,0.96036,0.0006229779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6865941,0.0009981145,0.000001052962,0.0015782,0.001880921,0.001430105,0.003379059,0.0004840812,0.3036544],"genre_scores_gemma":[0.9768385,0.00003848349,0.000219903,0.004443767,0.00006564026,0.0002999427,0.00006569883,0.0001021675,0.01792584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9566144,"threshold_uncertainty_score":0.9998117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987074440","doi":"","title":"RUHUMAN: The Typewriter Art of Keith Armstrong","year":2022,"lang":"en","type":"article","venue":"Lincoln Repository (University of Lincoln)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poetry; Finch; Reading (process); Performance art; Minimalism (technical communication); Work of art","retraction":null,"screen_n_in":null,"score":{"opus":0.01145487685412711,"gpt":0.1489670759366359,"spread":0.1375121990825088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002722685,0.0001260464,0.0002433966,0.0001850506,0.001228332,0.00002930357,0.0005397017,0.00003807813,0.001503588],"category_scores_gemma":[0.000003207907,0.000119608,0.0002906215,0.0001648724,0.0006195863,0.0001512184,0.0002163834,0.0002748687,0.00001971094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003266023,"about_ca_system_score_gemma":0.0000734632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004831124,"about_ca_topic_score_gemma":0.0002783919,"domain_scores_codex":[0.9988502,0.0001709004,0.0002112802,0.0002147709,0.0003778792,0.0001750127],"domain_scores_gemma":[0.9990226,0.0000959749,0.0002992516,0.0003820588,0.0001454881,0.00005464821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001507541,0.002268185,0.03230039,0.0002696722,0.001366595,0.0004212294,0.1370128,0.000563487,0.0028858,0.6408939,0.1777705,0.002739827],"study_design_scores_gemma":[0.0008745317,0.0006024789,0.008154734,0.00002548291,0.0001828061,0.00001900715,0.03472409,0.000264014,0.00007396993,0.001198693,0.9536315,0.0002486722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5703996,0.0006702568,0.0001071021,0.0007013449,0.001561846,0.0005928935,0.00009051099,0.000110677,0.4257658],"genre_scores_gemma":[0.9548857,0.00001189554,0.0001066278,0.00007546918,0.0001703049,0.000002225637,0.00001139599,0.00001270093,0.04472373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.775861,"threshold_uncertainty_score":0.9994092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6981987808","doi":"","title":"Genetic Structure and AFLP Variation of Six Native <em>Festuca hallii</em> (Vasey Piper) Populations in the Northern Great Plains of Canada","year":2020,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Genetic structure; Amplified fragment length polymorphism; Genetic variation; Population structure; Genetic diversity; Variation (astronomy)","retraction":null,"screen_n_in":null,"score":{"opus":0.02159744818279581,"gpt":0.1790268639427982,"spread":0.1574294157600024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008221855,0.0001423249,0.0002623837,0.0002108875,0.0002540928,0.00001635322,0.0002608529,0.00006164673,0.0002709165],"category_scores_gemma":[0.00003458158,0.00013458,0.00008867431,0.0002878542,0.0002150784,0.0001251362,0.00005278946,0.0001288903,8.903657e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003265639,"about_ca_system_score_gemma":0.000142716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03035175,"about_ca_topic_score_gemma":0.9360037,"domain_scores_codex":[0.9990492,0.000128032,0.0001945177,0.0002070264,0.0002691068,0.0001520561],"domain_scores_gemma":[0.9991778,0.00008131436,0.0002158464,0.0001734889,0.0002821453,0.00006944482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000272965,0.0003100986,0.05434565,0.0003991071,0.0004257,0.00005261428,0.73801,0.000162309,0.001375597,0.1954258,0.00651873,0.002701359],"study_design_scores_gemma":[0.001700516,0.0003565959,0.9315152,0.00009104313,0.0002757217,0.000003100769,0.0438335,0.001365135,0.00002357187,0.004176203,0.01631156,0.000347816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928703,0.0004261252,0.0000846711,0.0004175109,0.0001169531,0.0002727606,0.0002664812,0.00001134635,0.005533856],"genre_scores_gemma":[0.9994515,0.00003883505,0.0001411453,0.0000425817,0.00004775791,3.865453e-7,0.00003219316,0.000008985817,0.0002366118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9056519,"threshold_uncertainty_score":0.9761052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132525603","doi":"","title":"ARTIST'S BOOK - ZNAK KAO GRAFIČKI IZRAZ","year":2016,"lang":"hr","type":"dissertation","venue":"Repository of the Academy of Arts, University of Osijek","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Period (music); Power (physics); Quarter (Canadian coin); Reduction (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0165844325353302,"gpt":0.2017911939065496,"spread":0.1852067613712194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003044672,0.0004899037,0.0009950374,0.0005538386,0.001077148,0.00003007165,0.00142033,0.0005578691,0.0004367786],"category_scores_gemma":[0.00002163016,0.0004170867,0.001390198,0.0001737638,0.002578109,0.0004498038,0.0001686406,0.0006049598,0.00002158839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004974735,"about_ca_system_score_gemma":0.0001591284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006221001,"about_ca_topic_score_gemma":0.00004727712,"domain_scores_codex":[0.9971467,0.0002584099,0.0008284789,0.0005328892,0.0008276895,0.0004058641],"domain_scores_gemma":[0.9964272,0.0002426411,0.002335251,0.0005298975,0.0003131181,0.0001519093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004129681,0.001864139,0.006667583,0.005554649,0.006230627,0.00006128131,0.1104148,0.0000214961,0.2584377,0.3907613,0.2133757,0.002481142],"study_design_scores_gemma":[0.003136558,0.0009149454,0.0538963,0.005379084,0.003284639,0.00002728494,0.02120151,0.00001625996,0.09267318,0.006221545,0.811851,0.001397762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799136,0.0123815,0.00001976873,0.001877887,0.002623663,0.001235387,0.0004172345,0.0000882215,0.1822204],"genre_scores_gemma":[0.8530998,0.00187315,0.00005244939,0.00008295414,0.0002266335,4.436316e-7,0.0000229388,0.00004353777,0.1445981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5984752,"threshold_uncertainty_score":0.9998281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132285214","doi":"","title":"Family violence","year":2012,"lang":"","type":"article","venue":"RALF - Repository of the University of Belgrade Faculty of Law","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Croatian; First world war; Quarter (Canadian coin); Population","retraction":null,"screen_n_in":null,"score":{"opus":0.0290247234463525,"gpt":0.203691761648445,"spread":0.1746670382020925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002789415,0.0003117032,0.0006542436,0.0001744352,0.001106418,0.00002134516,0.00109865,0.0002036656,0.00009730379],"category_scores_gemma":[0.000007203289,0.0002792645,0.001085261,0.0001955721,0.00524943,0.00045084,0.0002755249,0.0003013728,0.000007497316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003590635,"about_ca_system_score_gemma":0.00006637599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007812228,"about_ca_topic_score_gemma":0.00008878098,"domain_scores_codex":[0.9978499,0.0002562236,0.0005307355,0.0002739821,0.000654252,0.0004348562],"domain_scores_gemma":[0.9977125,0.00009006848,0.00101071,0.0006948985,0.0003182931,0.0001735387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005381647,0.002025295,0.0293159,0.00106075,0.001569558,0.00001092568,0.07295364,0.00002672086,0.04815955,0.8349867,0.008721245,0.0006314925],"study_design_scores_gemma":[0.00405592,0.001292577,0.2689519,0.003558209,0.002973146,0.00003973409,0.0368314,0.00006174157,0.04634618,0.004149729,0.6302925,0.001446997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206096,0.00467756,0.00002709725,0.000240458,0.001452516,0.0003891362,0.0003236683,0.00002984062,0.07225015],"genre_scores_gemma":[0.9950975,0.0002829519,0.0002078621,0.0000407262,0.00012534,1.593067e-7,0.000008294383,0.00001617068,0.004220949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.830837,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2199812796","doi":"","title":"Open book: a very Hong Kong book design display 97-07","year":2008,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Media studies; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.07525943241554295,"gpt":0.2707695185358986,"spread":0.1955100861203556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001250383,0.0007886763,0.001385888,0.007478362,0.001361032,0.000241158,0.005229822,0.001271568,0.03498086],"category_scores_gemma":[0.0001452085,0.0008349849,0.0005646439,0.001229628,0.006783269,0.0007125857,0.002334492,0.00233753,0.001373604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920096,"about_ca_system_score_gemma":0.0006588149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004974547,"about_ca_topic_score_gemma":0.001182957,"domain_scores_codex":[0.9948736,0.000412401,0.0004974529,0.001381837,0.001269389,0.001565299],"domain_scores_gemma":[0.9964277,0.000260934,0.0004906702,0.00189338,0.0005876954,0.0003396339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002414205,0.0003916476,0.0001321896,0.0001196099,0.0008127486,0.0008169759,0.001052771,8.520392e-7,0.00008007305,0.0581906,0.9360778,0.002083261],"study_design_scores_gemma":[0.001988306,0.0007361622,0.00004036904,0.0007962176,0.0001405832,0.00002596376,0.003099195,0.00001520359,0.0001111731,0.00261046,0.9896191,0.0008172732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001444604,0.0312033,0.0003785661,0.002342938,0.0004000319,0.002739527,0.000216165,0.001007066,0.9615679],"genre_scores_gemma":[0.003140955,0.02305483,0.001214081,0.0001229109,0.0003236628,0.00001491038,0.00007405409,0.0004225526,0.9716321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05558014,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000937407","doi":"","title":"H02-1466.10. American Graphic. 1899. 1 folder.","year":2012,"lang":"en","type":"article","venue":"Hope College Digital Commons (Hope College)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"George (robot); New england; Line (geometry)","retraction":null,"screen_n_in":null,"score":{"opus":0.02654601974181748,"gpt":0.2234659390397005,"spread":0.196919919297883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004073033,0.0008480791,0.0009865277,0.001111442,0.00142254,0.0008643278,0.0009777576,0.000152275,0.002876164],"category_scores_gemma":[0.00009376438,0.0007786846,0.0008160826,0.00155576,0.00186149,0.002082185,0.0003586654,0.0005281513,0.001509362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008100834,"about_ca_system_score_gemma":0.0001398291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024806,"about_ca_topic_score_gemma":0.001770319,"domain_scores_codex":[0.9958503,0.0001891268,0.0008712682,0.0007076479,0.0007945838,0.001587097],"domain_scores_gemma":[0.996843,0.0004272062,0.0003654672,0.001142465,0.0004039976,0.0008177974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002133885,0.0008910724,0.005130778,0.00003037528,0.000291371,0.00005839902,0.001553493,6.437194e-7,0.00001351272,0.5132855,0.4770359,0.00149559],"study_design_scores_gemma":[0.001362436,0.0005652804,0.002978596,0.00005509804,0.0001232462,0.00004713722,0.007399238,0.00002455853,0.00002758493,0.002292418,0.9839891,0.001135272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1249441,0.00204732,0.00002920081,0.0009814131,0.001406932,0.001189713,0.003758064,0.0006387823,0.8650044],"genre_scores_gemma":[0.9303941,0.00007865425,0.00006438715,0.0007694432,0.0008135174,0.0002201522,0.0001990756,0.0001563634,0.06730427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.80545,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037653350","doi":"","title":"The Evan Bray Show - Kyle Moffat - December 5th, 2023","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wage; Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0115468734051618,"gpt":0.1877231095146874,"spread":0.1761762361095256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003002644,0.0003778373,0.0003595656,0.0001461767,0.0003509382,0.0002677851,0.0004630305,0.0002561764,0.4253574],"category_scores_gemma":[0.00007109235,0.0002797028,0.000328941,0.00001064269,0.0005053888,3.796135e-7,0.00007848909,0.0003121717,0.03719316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823788,"about_ca_system_score_gemma":0.00002319933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007192631,"about_ca_topic_score_gemma":0.06730837,"domain_scores_codex":[0.9982339,0.00007600478,0.0005690759,0.0002079159,0.0005042914,0.0004088104],"domain_scores_gemma":[0.9985498,0.0002642961,0.0004414428,0.0004798739,0.000155725,0.0001088425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003709548,0.00002314397,0.000001287193,0.000114857,0.0001611257,0.00001043961,0.0005964708,0.000007202318,4.017475e-8,0.00437252,0.9933094,0.001366469],"study_design_scores_gemma":[0.0003100654,0.00009103132,0.000004887937,0.0001371504,0.00006976298,0.00001014515,0.0006215409,0.000005862461,5.694212e-7,0.0001809656,0.9982312,0.0003368346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009079084,0.0009891238,6.741885e-8,0.000265467,0.001334862,0.00043488,0.0002388952,0.0005110338,0.9962166],"genre_scores_gemma":[0.0003417188,0.001114912,0.00002820504,0.0002460384,0.0005231235,0.00003782721,0.00009831446,0.0002804706,0.9973294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3881643,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W189181732","doi":"","title":"Technology and design: Vancouver Magazine before and after desktop publishing","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publishing; Desktop publishing; Context (archaeology); Design technology; Design and Technology; Technological change; Work (physics); Information technology; Engineering; Computer science; Multimedia; Political science; Visual arts; History; Art; Mechanical engineering; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01100240356762768,"gpt":0.1851743395996394,"spread":0.1741719360320117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001044974,0.0003595637,0.0003521318,0.002428593,0.0003513038,0.0004164566,0.0002638176,0.0004443555,0.0005313959],"category_scores_gemma":[0.00001777819,0.0003707799,0.0001015767,0.0004095008,0.0003467016,0.001110326,0.00006467049,0.0005201359,0.00001671725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003468115,"about_ca_system_score_gemma":0.000049468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007011857,"about_ca_topic_score_gemma":0.5334607,"domain_scores_codex":[0.9987447,0.0000488362,0.0001796737,0.00051065,0.0001814188,0.0003347476],"domain_scores_gemma":[0.999242,0.00003964832,0.0001470526,0.0002436958,0.0001982904,0.0001292848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001780084,0.0003461984,0.2401934,0.000672685,0.001062183,0.001182058,0.005219467,0.000002058898,0.000008418844,0.3523683,0.3153919,0.08177328],"study_design_scores_gemma":[0.0008716034,0.0001672818,0.00213192,0.0001192574,0.0002724429,2.104396e-8,0.05753536,0.00001131026,0.00002233365,0.005436967,0.9329464,0.0004851371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.744554,0.003740747,0.000131757,0.0004773978,0.001959412,0.0009807799,0.0001848468,0.0005503536,0.2474207],"genre_scores_gemma":[0.8764116,0.0004774691,0.0003369537,0.0001510565,0.0002916821,0.000006191707,0.0001972699,0.00005861336,0.1220691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6175545,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008721913","doi":"","title":"A Comparative Study of Research-For-Design: 
\\nTeaching and Learning in two undergraduate Graphic Design Programs in Canada and Mexico","year":2016,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Graphic design; Environmental graphic design; Design education; Process (computing); Research design; Field (mathematics); Instructional design; Creativity; Study abroad; Higher education","retraction":null,"screen_n_in":null,"score":{"opus":0.1156231588098116,"gpt":0.3182663817746093,"spread":0.2026432229647976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00303886,0.0003476377,0.0007345436,0.004292756,0.001232524,0.0002374335,0.0004442707,0.000105483,0.000005981548],"category_scores_gemma":[0.00009016335,0.0003321106,0.00008213192,0.001013831,0.0007937344,0.0003204041,0.0001085211,0.00191842,4.904057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004968491,"about_ca_system_score_gemma":0.001859944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9470298,"about_ca_topic_score_gemma":0.9971558,"domain_scores_codex":[0.992336,0.004590717,0.0004498375,0.000827205,0.0009106628,0.0008855769],"domain_scores_gemma":[0.996743,0.002066387,0.000232326,0.0002927144,0.0004441237,0.0002213967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.007913874,0.001284191,0.7787493,0.0008141955,0.00103833,0.001799189,0.1539237,0.0001050825,0.001437188,0.05023499,0.0005039806,0.002196012],"study_design_scores_gemma":[0.00978812,0.008195219,0.2184317,0.001884753,0.0001491452,0.00001230184,0.7345819,0.0006388857,0.00066356,0.0212427,0.003060046,0.001351667],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827952,0.0004070311,0.00003044335,0.00009998833,0.0002002111,0.002743684,0.000006038351,0.00003184298,0.01368556],"genre_scores_gemma":[0.9930672,0.0002099885,0.00001535888,0.000001479585,0.00006464198,0.00005188731,0.00001849946,0.00004061331,0.006530309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5806583,"threshold_uncertainty_score":0.9999131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977094640","doi":"10.6084/m9.figshare.c.6210470","title":"Internet-based cognitive therapy for women with antenatal depressive symptoms during the COVID-19 pandemic: protocol for a multi-center randomized controlled trial across China","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Randomized controlled trial; Edinburgh Postnatal Depression Scale; Depression (economics); Anxiety; Cognitive behavioral therapy; Antenatal depression; Intervention (counseling); Mental health","retraction":null,"screen_n_in":null,"score":{"opus":0.07870913138862018,"gpt":0.3262189646143013,"spread":0.2475098332256812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003787584,0.0006237169,0.00150426,0.0002477631,0.0006193756,0.000384427,0.0005040491,0.0001707141,0.1953882],"category_scores_gemma":[0.0007597429,0.0003243558,0.0009805887,0.00006076305,0.0002123722,0.00006638356,0.00007344636,0.0003443032,0.00001474951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007500013,"about_ca_system_score_gemma":0.0002043213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005526992,"about_ca_topic_score_gemma":0.000418339,"domain_scores_codex":[0.9975721,0.000399412,0.0004969296,0.0006088958,0.0003136564,0.0006089743],"domain_scores_gemma":[0.9969888,0.0014339,0.0009861556,0.0002846069,0.0001636436,0.0001428931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8494342,0.0004697568,0.00001686258,0.0005920788,0.002130372,0.00001233496,0.006695117,5.373607e-7,2.318381e-7,0.00004935791,0.140504,0.00009513341],"study_design_scores_gemma":[0.5703779,0.0006051246,0.000002062404,0.0005098608,0.00004395628,0.000003401924,0.0003818961,0.0001058371,6.221868e-7,0.0000140202,0.4276603,0.0002950289],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00007854251,0.0001476752,0.00009286992,0.00002535207,0.000152411,0.5784613,0.4132984,0.0003305592,0.007412962],"genre_scores_gemma":[0.001821221,0.000001547827,0.000006184452,0.0007296411,0.000590935,0.8508245,0.02554959,0.0003597033,0.1201166],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3877488,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6977073621","doi":"10.6084/m9.figshare.11844258.v2","title":"Raw ring width data","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ring (chemistry); Dendrochronology; Core (optical fiber); Raw data","retraction":null,"screen_n_in":null,"score":{"opus":0.2186403077245212,"gpt":0.2669874238548765,"spread":0.04834711613035533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000305713,0.0002808874,0.0002798993,0.0001542032,0.0002199568,0.0004628818,0.001500703,0.0001232631,0.5783202],"category_scores_gemma":[0.0002324361,0.0002532545,0.0001215823,0.00006823867,0.00002469894,0.0002146428,0.0006313825,0.0004544995,0.03168483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005079693,"about_ca_system_score_gemma":0.00005397651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007632004,"about_ca_topic_score_gemma":0.0005033241,"domain_scores_codex":[0.9987699,0.00003204839,0.0002063773,0.0004946611,0.0002511061,0.0002459107],"domain_scores_gemma":[0.9984326,0.00007429737,0.0001501889,0.00116925,0.00005769666,0.000115962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003926017,0.00001877294,5.171163e-8,0.0003383169,0.00007389183,0.00005841521,0.0001108188,3.810924e-8,4.704317e-8,0.0001471554,0.999067,0.0001815459],"study_design_scores_gemma":[0.0001216493,0.00003080797,0.000003408177,0.0007117489,0.00004879377,0.000001745531,0.00003504728,0.000007361339,2.302072e-7,0.0001044006,0.9986155,0.00031931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.08807e-8,0.0006471543,2.820303e-8,0.00005683785,0.0003046422,0.0001810903,0.9900161,0.0001080167,0.008686104],"genre_scores_gemma":[0.000008344206,0.00003307317,0.000003996866,0.0009296205,0.001793809,0.00005376206,0.9967288,0.00002857259,0.0004200028],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5466354,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6958507861","doi":"10.6084/m9.figshare.26673837","title":"Additional file 2 of Clinical situations for which 3D printing is considered an appropriate representation or extension of data contained in a medical imaging examination: pediatric congenital heart disease conditions","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Extension (predicate logic); Heart disease; Representation (politics); Medical imaging; Patient data; Medical record","retraction":null,"screen_n_in":null,"score":{"opus":0.190114392378684,"gpt":0.3827761177502964,"spread":0.1926617253716124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002401571,0.0001034119,0.0002174355,0.0003027294,0.0001190409,0.00008589316,0.0001652454,0.00005206927,0.9011241],"category_scores_gemma":[0.008964579,0.0000923737,0.00009351113,0.0002457529,0.00006672073,0.0006092135,0.00008087067,0.0001365326,0.00005248346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005482235,"about_ca_system_score_gemma":0.0004785627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001480293,"about_ca_topic_score_gemma":0.000279115,"domain_scores_codex":[0.9983919,0.0001301157,0.0006461019,0.0003813644,0.0003210503,0.0001294204],"domain_scores_gemma":[0.9942641,0.004551357,0.0001773141,0.0003025483,0.0005936588,0.0001110646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004070849,0.0001682353,0.00009382597,0.000210896,0.00002781304,0.00001577159,0.0005604209,6.234426e-7,0.000001432572,0.0008816369,0.9961933,0.00180532],"study_design_scores_gemma":[0.003238296,0.0003314378,0.1591292,0.005164582,0.0003560501,0.00002523837,0.004499327,0.225517,0.000006079617,0.009469909,0.5914864,0.0007765468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000954296,0.0001044778,0.00001534768,0.0002649558,0.00007712601,0.0004744468,0.9974596,0.00005223486,0.0005974984],"genre_scores_gemma":[0.2959867,0.000002856204,0.0003615303,0.0001161735,0.0003331394,0.0004551966,0.702597,0.00001296225,0.0001343406],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9010717,"threshold_uncertainty_score":0.9993833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7132307038","doi":"","title":"INTERPRETATION OF A LITERARY WORK AS A METHOD FOR PROMOTING CRITICAL THINTING AT SCHOOL","year":2018,"lang":"hr","type":"dissertation","venue":"Repository of Faculty of Humanities and Social sciences, University of Split","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Work (physics); Order (exchange); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.03792029333439761,"gpt":0.2911399215633733,"spread":0.2532196282289757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006966455,0.000250653,0.0007460396,0.0003860022,0.002372582,0.0001014215,0.0003844938,0.0002269012,0.000128852],"category_scores_gemma":[0.00008164511,0.0002693689,0.0005249696,0.0001484324,0.004176579,0.0004223404,0.0001014924,0.0001576073,5.582033e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003960382,"about_ca_system_score_gemma":0.0001875039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073735,"about_ca_topic_score_gemma":0.0002647053,"domain_scores_codex":[0.9979793,0.0001497939,0.0006533702,0.0004081297,0.0005466549,0.0002627517],"domain_scores_gemma":[0.9971304,0.000328394,0.001249633,0.000104316,0.001139861,0.00004743043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009440127,0.000248731,0.0009646943,0.00480467,0.0003996132,0.000003526225,0.7704082,7.087303e-7,0.00275174,0.2157037,0.0006972376,0.003073222],"study_design_scores_gemma":[0.001943425,0.00451548,0.01448799,0.006400909,0.001826107,0.000009892741,0.9346049,0.001115189,0.003006742,0.01645248,0.01452019,0.001116712],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788423,0.0008101248,0.0001198145,0.00006253167,0.00032352,0.0004450995,0.0002170089,0.00001611907,0.01916352],"genre_scores_gemma":[0.9885612,0.00004622855,0.005553868,0.00001737124,0.0001565336,8.613209e-7,0.0001042209,0.00001337922,0.005546378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1992512,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018897316","doi":"","title":"Emergent Graphics: Graphic communication as a systems change agent","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Graphics; Leverage (statistics); Visual communication; Process (computing); Computer graphics; Viewpoints; Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.2375886218224274,"gpt":0.3087204325652192,"spread":0.07113181074279182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001372975,0.0002983348,0.000367712,0.002917902,0.004674941,0.0007027531,0.00260996,0.0001950561,0.00001690772],"category_scores_gemma":[0.000019876,0.0003430023,0.0003123857,0.002531993,0.001425055,0.00154203,0.0007951168,0.0007711187,0.000367545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374093,"about_ca_system_score_gemma":0.0002011402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02441702,"about_ca_topic_score_gemma":0.002578611,"domain_scores_codex":[0.9958242,0.001586954,0.0002445659,0.0006976968,0.0008266982,0.0008199198],"domain_scores_gemma":[0.9972491,0.0001885624,0.0001786296,0.001108272,0.0008243169,0.0004511709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002408916,0.0001755158,0.001168583,0.0000542446,0.0002642516,0.0007926397,0.007188887,0.0000044168,0.0001167027,0.9778534,0.01203659,0.0001039073],"study_design_scores_gemma":[0.001083766,0.0003331323,0.001871255,0.0001345846,0.00008594976,0.00001323364,0.03625068,0.0002289363,0.00001868559,0.001027634,0.9585346,0.0004175479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.121749,0.0003959705,0.000008677381,0.001095684,0.0005410405,0.001489777,0.00004502715,0.000353772,0.8743211],"genre_scores_gemma":[0.7897016,0.002737358,0.000009566604,0.00006352978,0.0001403897,0.000006117432,0.00009268545,0.0000332007,0.2072155],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9768257,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033331256","doi":"","title":"Photoinitialisation de boîtes quantiques dans l’arséniure de gallium non dopé","year":2023,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Semiconductor materials; Schottky diode; Beam splitter","retraction":null,"screen_n_in":null,"score":{"opus":0.01581826365211012,"gpt":0.2009528035420096,"spread":0.1851345398898994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003200318,0.0004059825,0.0005089956,0.0004485542,0.001041425,0.00005627557,0.0008577814,0.0004260981,0.0009490667],"category_scores_gemma":[0.00004258036,0.0003938142,0.0007799502,0.000258425,0.002833604,0.0002136596,0.0001832988,0.0003872534,0.0001236101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008267778,"about_ca_system_score_gemma":0.0003863539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02471523,"about_ca_topic_score_gemma":0.1837483,"domain_scores_codex":[0.9982772,0.000235407,0.0003562658,0.0003719474,0.0003530718,0.0004061076],"domain_scores_gemma":[0.9988529,0.0001367424,0.0002697834,0.000381958,0.0002234582,0.0001351677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003280182,0.001019838,0.01087079,0.006552751,0.001434461,0.00007252351,0.07626311,0.002114093,0.02540088,0.841689,0.03340387,0.0008506781],"study_design_scores_gemma":[0.001871226,0.0003982616,0.08801448,0.01617245,0.00167515,0.00004992053,0.005536479,0.007618113,0.01768801,0.005228851,0.8546779,0.001069216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07716904,0.009601171,0.01618849,0.0002975445,0.001711778,0.0007520584,0.0002156698,0.0002137251,0.8938505],"genre_scores_gemma":[0.8384138,0.004739214,0.001189344,0.00004183243,0.0004853093,0.000002251537,0.00003094841,0.0001347417,0.1549625],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8364601,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135626699","doi":"","title":"Anmeldelse af Lars Stoltze: Internet Ret","year":2001,"lang":"da","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"","retraction":null,"screen_n_in":null,"score":{"opus":0.07391609095098073,"gpt":0.2518431357540423,"spread":0.1779270448030616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002736634,0.0004932265,0.0009374419,0.0008232259,0.003041976,0.0001677917,0.003270721,0.0003529723,0.733927],"category_scores_gemma":[0.00007669067,0.0005414264,0.0008178421,0.001334868,0.00543431,0.001020903,0.001848567,0.001097897,0.09312207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218053,"about_ca_system_score_gemma":0.0004773484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009544193,"about_ca_topic_score_gemma":0.01134715,"domain_scores_codex":[0.9940045,0.001809896,0.0004034176,0.000890075,0.001680374,0.001211742],"domain_scores_gemma":[0.9955859,0.0006830587,0.0005163736,0.001393311,0.001284726,0.0005365872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002736544,0.0004780019,0.00002563894,0.0001953831,0.0008779391,0.0009232888,0.02815033,0.00001080603,0.0007748203,0.009177347,0.9543287,0.002321161],"study_design_scores_gemma":[0.002410003,0.0009758453,0.003322398,0.0002579868,0.0003423076,0.00002205286,0.05826203,0.000240536,0.0001931767,0.00007733864,0.9334074,0.0004889467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3237671,0.01899582,0.0004210605,0.0017151,0.0003256867,0.001337303,0.0004805673,0.00007099671,0.6528864],"genre_scores_gemma":[0.5011748,0.002906771,0.00006122947,0.00003400803,0.00005203107,1.047041e-7,0.00006106387,0.00002651112,0.4956835],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6408049,"threshold_uncertainty_score":0.9997037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7134450802","doi":"","title":"Ethical Aspect of Social Control: Contemporary Discourse on Integrity of Institutions, Corruption, and Organised Crime","year":2015,"lang":"sr","type":"article","venue":"Repository of the Institute for Philosophy and Social Theory (University of Belgrade, Institute for Philosophy and Social Theory)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economic Justice; Punishment (psychology); Criminal justice; Ethical values","retraction":null,"screen_n_in":null,"score":{"opus":0.0786185249582796,"gpt":0.2697425038918981,"spread":0.1911239789336185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001819449,0.0005815059,0.001553936,0.0004206355,0.004304221,0.00006152406,0.0006145479,0.0009433915,0.000005978076],"category_scores_gemma":[0.0001516312,0.0005557891,0.001069722,0.0002707882,0.02033941,0.0006465264,0.0002049222,0.000900819,3.414656e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593556,"about_ca_system_score_gemma":0.0007137052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773984,"about_ca_topic_score_gemma":0.00006347575,"domain_scores_codex":[0.9967042,0.000854007,0.0008986454,0.0006057707,0.0005735436,0.0003638377],"domain_scores_gemma":[0.9967358,0.0004653186,0.00146858,0.0002978385,0.0008589915,0.0001735496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008389351,0.0007443679,0.000100367,0.001294668,0.001198569,0.000006666282,0.05067026,0.000003355258,0.0002770535,0.9368356,0.0002308871,0.0002487785],"study_design_scores_gemma":[0.008139864,0.001528487,0.0007291834,0.0003977392,0.0015533,0.000007828185,0.01508176,0.00001441144,0.0002152971,0.9626834,0.009034751,0.0006139808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632232,0.004129392,0.00509243,0.0213713,0.006383745,0.006236016,0.01336834,0.0001747399,0.08002082],"genre_scores_gemma":[0.9980247,0.00008869089,0.0001012713,0.0002324015,0.001202995,0.000008595703,0.0001067082,0.00003810549,0.0001965227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348015,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7135979165","doi":"","title":"Transactions and Impulsions:Exhibition at the University of Lapland, Faculty of Art and Design","year":2019,"lang":"en","type":"book","venue":"LaCRIS (University of Lapland)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Higher education; Work (physics); Quality (philosophy)","retraction":null,"screen_n_in":null,"score":{"opus":0.02467321881205806,"gpt":0.1806009001908601,"spread":0.1559276813788021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001372842,0.0001650207,0.0003855435,0.0002214432,0.0004077391,0.00001009772,0.0001535471,0.0001559968,0.001373486],"category_scores_gemma":[0.00000153281,0.0001522765,0.000180568,0.00004540344,0.0009097908,0.0001335797,0.00004345961,0.0001773691,0.00001574137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842252,"about_ca_system_score_gemma":0.00005227817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006455888,"about_ca_topic_score_gemma":0.004290713,"domain_scores_codex":[0.9993021,0.00007383716,0.0001146842,0.0002129189,0.000176977,0.000119408],"domain_scores_gemma":[0.9992242,0.0001546542,0.0002538994,0.0001936166,0.0001180414,0.00005557012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002940845,0.0003397971,0.00122594,0.001810993,0.001799669,0.00007484247,0.08797487,0.00003701303,0.000451491,0.0920473,0.8072164,0.004080818],"study_design_scores_gemma":[0.002509331,0.0005518174,0.001984577,0.0003126461,0.001075764,0.00001960163,0.01258803,0.00009739581,0.00002429964,0.003858848,0.9765728,0.0004048707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08062723,0.004277719,0.01457867,0.001802505,0.0007055745,0.002861371,0.01582318,0.0001577788,0.8791659],"genre_scores_gemma":[0.1718429,0.002386699,0.0002368124,0.00002880062,0.00002812303,1.052035e-7,0.0004156925,0.00001896586,0.8250419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1693564,"threshold_uncertainty_score":0.9995394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6998593879","doi":"","title":"Arnaud Maggs, Once a Designer","year":2024,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Genius; Transformative learning; Narrative; Biography; Work (physics); Perception; Comics","retraction":null,"screen_n_in":null,"score":{"opus":0.01583665898622232,"gpt":0.1417048031998967,"spread":0.1258681442136743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002302122,0.0006246711,0.0005088273,0.002653449,0.0002562691,0.0009989248,0.001165316,0.000372006,0.009241067],"category_scores_gemma":[0.000002950582,0.0007039167,0.0006349214,0.0008958068,0.0008909872,0.001534956,0.0004259513,0.0005529386,0.003998003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006069225,"about_ca_system_score_gemma":0.0001824852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399586,"about_ca_topic_score_gemma":0.0001512665,"domain_scores_codex":[0.9980427,0.00008108145,0.0001574324,0.0008509523,0.0003192031,0.0005486207],"domain_scores_gemma":[0.9988332,0.0000609316,0.0002007025,0.0005445263,0.00002416173,0.0003364296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007628532,0.0000840935,0.00006634137,0.00009028513,0.0003375534,0.001032633,0.0006888493,2.557847e-7,4.820421e-7,0.3036641,0.6933534,0.0006056963],"study_design_scores_gemma":[0.0005033969,0.0001132753,0.000004990992,0.000384427,0.0002501189,0.000006689824,0.006231573,0.000002103027,0.000001121779,0.001328482,0.9903392,0.00083468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003005407,0.001438128,0.00006513457,0.000152374,0.0007736007,0.0003365563,0.002649917,0.00220412,0.9923501],"genre_scores_gemma":[0.00445194,0.0003190068,0.0001539253,0.0001459865,0.0005703549,1.414235e-7,0.0004781549,0.0004597861,0.9934207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3023356,"threshold_uncertainty_score":0.9995412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250965421","doi":"10.7202/1014983ar","title":"Traduire Winslow","year":2013,"lang":"fr","type":"article","venue":"Port Acadie Revue interdisciplinaire en études acadiennes","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0166601344486779,"gpt":0.2316051086369842,"spread":0.2149449741883063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006281724,0.001123834,0.001151818,0.0007530792,0.001218418,0.000817674,0.001320287,0.0007457661,0.005419124],"category_scores_gemma":[0.00007244025,0.001072359,0.001269879,0.0004168108,0.001769963,0.002011091,0.0006119239,0.001436399,0.002858414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089876,"about_ca_system_score_gemma":0.00007740212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431319,"about_ca_topic_score_gemma":0.002383117,"domain_scores_codex":[0.9949097,0.0002145051,0.001431591,0.001260142,0.0004232649,0.001760775],"domain_scores_gemma":[0.9971596,0.0003206198,0.0005091777,0.0008893858,0.0003731356,0.0007480981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005806514,0.0005592632,0.004821945,0.001111069,0.00104037,0.0002708689,0.05584206,0.000008087315,0.0001698306,0.8063281,0.06723358,0.06255677],"study_design_scores_gemma":[0.0008565337,0.0008342962,0.0417702,0.002087685,0.0005886623,0.0004373337,0.01395251,0.0004861702,0.00007341016,0.05218466,0.8847766,0.001951949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5788981,0.0458167,0.0000850905,0.04134315,0.01094264,0.002124182,0.0003141188,0.0006704018,0.3198056],"genre_scores_gemma":[0.9077416,0.003733335,0.0002870496,0.0004192998,0.005692892,0.0004062742,0.00007509371,0.0002070836,0.08143737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.817543,"threshold_uncertainty_score":0.9991727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488044671","doi":"10.4018/978-1-59140-732-4.ch025","title":"Conducting Qualitative Educational Research on the Internet","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Qualitative research; The Internet; Quantitative research; Internet research; Psychology; Educational research; Computer science; Mathematics education; Management science; Sociology; World Wide Web; Social science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.4235475550438508,"gpt":0.3794923558994833,"spread":0.04405519914436751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007597522,0.0002766942,0.0002255903,0.0001845298,0.0003707386,0.0001930501,0.0004390502,0.0001397432,0.005258696],"category_scores_gemma":[0.00004880867,0.0001870214,0.0002302584,0.00001189656,0.001261665,0.00003584837,0.00008481448,0.0006849412,0.00145357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006249351,"about_ca_system_score_gemma":0.0001408488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007415559,"about_ca_topic_score_gemma":0.0007236321,"domain_scores_codex":[0.9983824,0.0001876346,0.0002772733,0.0003610535,0.0004876998,0.0003039774],"domain_scores_gemma":[0.9983416,0.0006845366,0.0001477563,0.0003573897,0.0003876684,0.00008109023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002619038,0.00001516674,8.013544e-7,0.000009193983,0.0001459386,0.000002015567,0.02768208,4.166273e-9,5.404772e-7,0.870747,0.1011335,0.0002376368],"study_design_scores_gemma":[0.00006240723,0.0001220246,0.000003141191,0.0001145002,0.00001684643,0.000002225195,0.003354707,1.02991e-7,0.000002965443,0.7065867,0.289578,0.0001563893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003521456,0.0003169201,0.000001134164,0.0004409548,0.0007942049,0.0003345712,0.0001447184,0.00003430105,0.9975811],"genre_scores_gemma":[0.4091005,0.000002800108,0.000007534721,0.0005087414,0.0006914639,0.00003604906,0.000007043831,0.00002594412,0.5896199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4087484,"threshold_uncertainty_score":0.9993239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398908678","doi":"10.7910/dvn/qomp7w","title":"TTalk: Cheryl v4","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.03647226982400691,"gpt":0.2232144460518983,"spread":0.1867421762278914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002064422,0.0004405256,0.0004633431,0.0004376495,0.0002212602,0.000429077,0.0008575618,0.0002350141,0.202676],"category_scores_gemma":[0.00003354283,0.0003916301,0.0003256713,0.00007630115,0.0003417234,0.0003510921,0.0002359976,0.0005261602,0.4236754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002034561,"about_ca_system_score_gemma":0.00007433542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008173024,"about_ca_topic_score_gemma":0.0008637917,"domain_scores_codex":[0.9982306,0.00006569712,0.0003321778,0.0005435792,0.0003967619,0.0004311892],"domain_scores_gemma":[0.9978884,0.00006658361,0.0002097959,0.001609356,0.0000930961,0.0001327195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002876268,0.00009935641,0.000002303963,0.0001300171,0.0001772544,0.00005396022,0.0001941737,1.30547e-7,0.000001916844,0.004578372,0.9946601,0.0000736814],"study_design_scores_gemma":[0.0004269281,0.00007947082,0.0000102221,0.00006317361,0.0002037515,0.000005070161,0.0002641027,0.000001465878,8.632007e-7,0.0002054829,0.9982319,0.0005075269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000009217682,0.000007309161,0.000001293995,0.000005039453,0.002945624,0.0003427349,0.9770378,0.0000802531,0.01957072],"genre_scores_gemma":[0.00003579779,0.0003879168,0.00001307311,0.0008450194,0.001062367,0.00002684968,0.9862918,0.00003822676,0.0112989],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2209993,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6984716494","doi":"","title":"Not so fast","year":2007,"lang":"en","type":"other","venue":"Via Medica Journals","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Set (abstract data type); Work (physics); Identification (biology); Process (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.03865851306276748,"gpt":0.2626127761915954,"spread":0.2239542631288279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006037004,0.0003094322,0.0004511797,0.001801993,0.0002328768,0.0002314342,0.0003670491,0.0002717334,0.1911686],"category_scores_gemma":[0.00002507388,0.0002320011,0.0003147139,0.0001131649,0.0006203786,0.00004744725,0.00002845801,0.0006370369,0.001459714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009479428,"about_ca_system_score_gemma":0.00006078639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216599,"about_ca_topic_score_gemma":0.0004763773,"domain_scores_codex":[0.9981239,0.0000582722,0.0004003138,0.0002427512,0.0007434705,0.0004312697],"domain_scores_gemma":[0.9988902,0.00006077232,0.0003838852,0.0002925857,0.00006445251,0.0003081579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007012896,0.00005012445,0.00001014524,0.00002929081,0.000237496,0.00009042442,0.001705108,4.398939e-9,0.00001319562,0.01751936,0.9538518,0.026486],"study_design_scores_gemma":[0.0003318641,0.0000529346,0.00002118823,0.0003629358,0.00008212183,0.00002790531,0.0002627801,0.000001096199,0.000005152591,0.001189354,0.9973821,0.0002805848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004256395,0.0114004,0.0006441476,0.000689704,0.00278072,0.0001593581,0.00005405736,0.000204041,0.9840633],"genre_scores_gemma":[0.00187295,0.002734802,0.00009668735,0.003354163,0.00771468,0.000007758435,0.00001819292,0.0003849846,0.9838158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1897089,"threshold_uncertainty_score":0.9993178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990721005","doi":"","title":"Editing the image strategies in the production and reception of the visual : including papers given at the thirty-ninth annual Conference on Editorial Problems, University of Toronto, 7 - 8 November 2003","year":2008,"lang":"en","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Production (economics); Post-production; Image (mathematics); Production model","retraction":null,"screen_n_in":null,"score":{"opus":0.02776955194355445,"gpt":0.2234898126016833,"spread":0.1957202606581288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000552219,0.00009973884,0.0001014589,0.0000206645,0.0007927707,0.00004428468,0.0001889294,0.00004189506,0.0003455992],"category_scores_gemma":[0.00005237764,0.0000430538,0.00004860784,0.00007977449,0.001053755,0.0003228628,0.00006343357,0.0001806503,8.841543e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038288,"about_ca_system_score_gemma":0.00005012766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005040471,"about_ca_topic_score_gemma":0.03420609,"domain_scores_codex":[0.9990666,0.0002227399,0.0001416429,0.0001435399,0.000306424,0.0001190797],"domain_scores_gemma":[0.9993542,0.0000999191,0.000150696,0.0001567455,0.000228115,0.00001036166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003106826,0.0002574915,0.002208922,0.00006268748,0.0000992632,0.000001274535,0.5000769,0.00003203662,0.006203881,0.2391082,0.2509083,0.0007302536],"study_design_scores_gemma":[0.0007668291,0.0006481592,0.02831903,0.0001900674,0.00008610597,0.000009471879,0.7908924,0.00008804358,0.0004235273,0.002081527,0.1762183,0.0002765108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150614,0.0001756694,0.000007445814,0.00258684,0.006997386,0.0009804536,0.00004006459,0.00003040328,0.1741204],"genre_scores_gemma":[0.9964467,0.0001807738,0.000006087423,0.00003409452,0.002350317,0.000002875036,0.000002967213,0.000004389056,0.0009717546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908155,"threshold_uncertainty_score":0.9834172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033164649","doi":"","title":"POWER REIT PROVIDES THIRD QUARTER 2020 FINANCIAL AND OPERATING RESULTS - Commodities (COMMODIT) News","year":2020,"lang":"en","type":"other","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Real estate investment trust; Power (physics); Duration (music); Financial market","retraction":null,"screen_n_in":null,"score":{"opus":0.02058520346078369,"gpt":0.2073222120868579,"spread":0.1867370086260742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001090739,0.0004838015,0.000586258,0.000226138,0.0003271157,0.0006641831,0.0002651594,0.0002339857,0.005470637],"category_scores_gemma":[0.00004478036,0.0003735842,0.000176608,0.00006292045,0.0004742577,0.0001537811,0.00009287192,0.0004424841,0.0001649114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006253091,"about_ca_system_score_gemma":0.000058414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000155,"about_ca_topic_score_gemma":0.01031982,"domain_scores_codex":[0.9983389,0.00009643734,0.0004379636,0.0005474835,0.0002488307,0.0003303452],"domain_scores_gemma":[0.99919,0.00007624923,0.0002053028,0.0003475048,0.00004234589,0.0001386144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000354002,0.00002753433,0.00001968075,0.00006907422,0.0000725651,0.00001998716,0.006716966,2.787892e-8,0.000002020654,0.1476102,0.8453258,0.0001007653],"study_design_scores_gemma":[0.0006618493,0.0003039991,0.00004160713,0.00009229503,0.00006776035,0.000003006914,0.002569623,0.00001052547,0.000001522017,0.001723697,0.9940019,0.0005222698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004828226,0.001075223,0.00001921433,0.002920819,0.0006391461,0.0005414374,0.0005920934,0.0004776889,0.9936861],"genre_scores_gemma":[0.01724869,0.0002282829,0.0004686149,0.005503409,0.002461212,0.00006577922,0.0002100446,0.0003324703,0.9734815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.148676,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7101089695","doi":"","title":"THE ELG TARGET SELECTION WITH THE BOSS SURVEY","year":2016,"lang":"en","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Boss; Sky; Galaxy; Spectrograph; Redshift; Photometry (optics); Baryon; Telescope; Baryon acoustic oscillations","retraction":null,"screen_n_in":null,"score":{"opus":0.0205325852086861,"gpt":0.1840997142353127,"spread":0.1635671290266266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004008564,0.00006982013,0.00004672567,0.00002540652,0.000762624,0.0001703879,0.0001229632,0.00001264894,0.0007475603],"category_scores_gemma":[0.00000876973,0.00001876522,0.00003689927,0.00005739016,0.0003117379,0.00008294173,0.000008150993,0.00004594244,0.00007042452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000315192,"about_ca_system_score_gemma":0.000012204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000503128,"about_ca_topic_score_gemma":0.02080292,"domain_scores_codex":[0.9994911,0.0000887011,0.00006265537,0.00008947134,0.0001136002,0.0001544785],"domain_scores_gemma":[0.9994931,0.00023344,0.00002871874,0.0001257272,0.00009818534,0.00002087863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005472784,0.00001579786,0.009857086,6.803166e-7,0.00005755371,3.143407e-7,0.0009183367,6.143331e-8,0.00003102002,0.8183278,0.1691797,0.001556888],"study_design_scores_gemma":[0.0001874309,0.0001042373,0.03304692,0.000002631206,0.000006469569,0.00000156708,0.0004357413,0.000003583406,0.00005646465,0.00650965,0.9595668,0.00007844743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2539945,0.0006048965,0.002934922,0.01792252,0.0009917752,0.0006672014,0.00004270081,0.0004289354,0.7224126],"genre_scores_gemma":[0.9468262,0.00002640769,0.00000952015,0.0002813743,0.0001448514,0.00001464062,0.000001176936,0.000007726784,0.05268809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8118182,"threshold_uncertainty_score":0.9970649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7096783579","doi":"","title":"Book design by Bob Bull www.anchorbooks.com Printed in Canada","year":2000,"lang":"en","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reprint; Permission; Colophon; Statistician; Sister","retraction":null,"screen_n_in":null,"score":{"opus":0.01346670735927049,"gpt":0.1644643708300336,"spread":0.1509976634707631,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009443826,0.0001696669,0.0001908693,0.0001040426,0.0001227881,0.0000801733,0.000177531,0.00003030557,0.06212377],"category_scores_gemma":[0.000002677587,0.0001414201,0.0000577344,0.00006010545,0.00009497101,0.0001155366,0.000009121609,0.0001458175,0.0002073452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005971018,"about_ca_system_score_gemma":0.0001868964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8621987,"about_ca_topic_score_gemma":0.9079924,"domain_scores_codex":[0.9989504,0.00005866656,0.0002458404,0.0002256716,0.0001835425,0.0003359152],"domain_scores_gemma":[0.9995881,0.00005839794,0.00002860874,0.0001957095,0.00002950297,0.00009971004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003524871,0.00004954439,0.0002829028,0.00000488783,0.00002662267,0.0000197709,0.0006527094,0.000005026893,0.0000331084,0.01578112,0.9807293,0.002379717],"study_design_scores_gemma":[0.0003876322,0.00004805693,0.0003593271,0.00001189302,0.000007325207,0.000001411186,0.0002832576,0.0001793424,0.0001220384,0.0009463525,0.9974407,0.0002126849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02145765,0.005383315,0.000261762,0.001866782,0.0003504002,0.0006560847,0.00004112188,0.0001874382,0.9697955],"genre_scores_gemma":[0.654989,0.0002458733,0.00006752347,0.008149697,0.00007969447,0.00004346003,0.00001554669,0.00002894472,0.3363802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6335314,"threshold_uncertainty_score":0.9387336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7100787550","doi":"","title":"Sustainable Development Workshop Partner","year":2008,"lang":"en","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Government (linguistics); Sustainable development; Public policy; Sustainability","retraction":null,"screen_n_in":null,"score":{"opus":0.05060210064722981,"gpt":0.2181376300666749,"spread":0.1675355294194451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007450857,0.00008876505,0.00008349676,0.0001302804,0.0005692376,0.00005938005,0.00008654789,0.00002097558,0.004455076],"category_scores_gemma":[0.000005189519,0.00006623541,0.00005298353,0.00006113006,0.0001698204,0.0001351984,0.00002337718,0.00005799892,0.0002878311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007399241,"about_ca_system_score_gemma":0.00003986357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006840905,"about_ca_topic_score_gemma":0.0001646117,"domain_scores_codex":[0.9993563,0.00001103343,0.0001208806,0.0001219469,0.0001204817,0.0002693485],"domain_scores_gemma":[0.9997032,0.00002149512,0.00001884044,0.0001119226,0.00008512356,0.00005943789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005772329,0.00005052728,0.0004722641,0.000004818451,0.0000220144,0.00004827248,0.01921352,2.319601e-7,0.00000168236,0.8549258,0.124896,0.000359095],"study_design_scores_gemma":[0.0001534876,0.00001260641,0.001089729,0.00000203757,0.000002995701,0.000003953588,0.008381326,0.000002177389,0.00004143854,0.002569126,0.9876149,0.0001261764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.11873,0.0002324601,0.0001469382,0.0002133802,0.0001344278,0.0001155085,2.523703e-7,0.0001776237,0.8802494],"genre_scores_gemma":[0.6183317,0.00001229986,0.0001753618,0.0003107133,0.00007518552,0.00001542716,0.000002717537,0.000006365784,0.3810702],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8627189,"threshold_uncertainty_score":0.996455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7098363369","doi":"","title":"Pages 20–32","year":2015,"lang":"en","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biodegradation; Sedimentary rock; Structural basin; Petroleum; Light crude oil; Fossil fuel","retraction":null,"screen_n_in":null,"score":{"opus":0.1163424896169114,"gpt":0.2178778081942536,"spread":0.1015353185773422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008221684,0.00005507782,0.00005725119,0.00007066775,0.00006343758,0.00009341374,0.00006785975,0.00001346247,0.00172815],"category_scores_gemma":[0.000004915171,0.00003821883,0.00004596273,0.00002431773,0.00009969017,0.00009732178,0.0000101844,0.00003614162,0.0005185786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001869239,"about_ca_system_score_gemma":0.000008973958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007358661,"about_ca_topic_score_gemma":0.0004116244,"domain_scores_codex":[0.9996514,0.00001231825,0.00006400147,0.00007479107,0.00009334179,0.0001041296],"domain_scores_gemma":[0.9997516,0.00001072365,0.00001276223,0.00009537931,0.00005619592,0.00007329146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000031287,0.00001789634,0.0004625225,9.596514e-7,0.000008354742,0.000002157091,0.002454134,6.793474e-8,0.000008058568,0.7012642,0.2952974,0.000481165],"study_design_scores_gemma":[0.0001716023,0.00005281304,0.0002323905,0.000001162156,0.000004836132,7.76896e-7,0.001997155,0.000006317071,0.00001567665,0.03443103,0.9630152,0.00007104449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009484001,0.000315395,0.00004107495,0.0005868557,0.0003767218,0.000042296,0.000002517691,0.000132049,0.9890191],"genre_scores_gemma":[0.9244547,0.0000103743,0.00007520799,0.0006193718,0.0002435796,0.000004416659,0.00000399689,0.000005878853,0.07458243],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9149708,"threshold_uncertainty_score":0.9991844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6982805897","doi":"","title":"Kritisk gennemlæsning af andre redaktørers afsnit (lydelig – lykønske, lære – lærke, lærke – læs, løje – lønne, låse – madetørv; pt (november) i alt 72 kc, ender formentlig på ca. 100 kc)","year":2024,"lang":"da","type":"article","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SKiN Health","funders":"","keywords":"Context (archaeology); Closure (psychology); Compression (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02729942241222252,"gpt":0.2387724376705851,"spread":0.2114730152583626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001562422,0.002417748,0.00191698,0.002473625,0.00271857,0.006288943,0.001729483,0.001096068,0.04244768],"category_scores_gemma":[0.00008820344,0.002250551,0.002146436,0.001651543,0.001481658,0.002790272,0.0008474604,0.002103193,0.003973982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174855,"about_ca_system_score_gemma":0.0007052358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633577,"about_ca_topic_score_gemma":0.00877746,"domain_scores_codex":[0.9882629,0.0004491103,0.00246601,0.003049903,0.001974138,0.003797942],"domain_scores_gemma":[0.9949813,0.0006608418,0.0004125492,0.00196639,0.0006658762,0.00131302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003142375,0.0007328388,0.00100302,0.001530729,0.002670705,0.001301399,0.009840519,0.0000216686,0.000512211,0.314071,0.6559873,0.01201441],"study_design_scores_gemma":[0.002763225,0.0009813958,0.0007984521,0.001438405,0.001323727,0.0002655085,0.01435432,0.001789222,0.0002417386,0.01246626,0.9603955,0.003182299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03912408,0.08310715,0.001098834,0.004513419,0.01326626,0.003498268,0.002876313,0.002565988,0.8499497],"genre_scores_gemma":[0.7455512,0.0131968,0.00047864,0.003462111,0.003944445,0.0003441618,0.0009805789,0.0006226804,0.2314193],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7064272,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415229238","doi":"10.1007/978-3-030-01537-4_17-1","title":"Women in Print: Defying Presumptions","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Protestantism; Piety; Censorship; Colonialism; Feminism; Perspective (graphical); Literacy; Vulgarity","retraction":null,"screen_n_in":null,"score":{"opus":0.04585552875490875,"gpt":0.2104739610238931,"spread":0.1646184322689843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001228725,0.0001976937,0.0002420016,0.0006987542,0.0001185693,0.0001132145,0.0001480641,0.0001125275,0.01318145],"category_scores_gemma":[0.00000443426,0.0001752453,0.0001456334,0.00001367699,0.0001419074,0.00006117885,0.00005027833,0.0002761364,0.0001887859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003788478,"about_ca_system_score_gemma":0.00004138163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007980966,"about_ca_topic_score_gemma":0.00163387,"domain_scores_codex":[0.9991553,0.000008021765,0.0002397788,0.0002346112,0.0001130585,0.0002492559],"domain_scores_gemma":[0.9995757,0.00004919352,0.00005246592,0.0002274323,0.00004163781,0.00005354682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005273346,0.00001443618,0.00002241283,0.00004123127,0.00006043606,0.000005569895,0.003460813,1.131154e-7,3.36149e-7,0.9837065,0.009648954,0.003033901],"study_design_scores_gemma":[0.0001134444,0.00001439119,0.0000529264,0.00008882189,0.00001208724,2.337932e-7,0.0001651385,0.000002785191,1.589801e-7,0.2477772,0.7516196,0.000153118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004496265,0.0004050134,0.00001220137,0.00008116765,0.0002978473,0.0002258799,0.00002752629,0.0001058741,0.9987995],"genre_scores_gemma":[0.006663832,0.0002243291,0.00003353694,0.0002437403,0.0001324731,0.00004690228,0.00001794568,0.00001951626,0.9926177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7419707,"threshold_uncertainty_score":0.9877206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}